1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012 3013 3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025 3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090 3091 3092 3093 3094 3095 3096 3097 3098 3099 3100 3101 3102 3103 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127 3128 3129 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141 3142 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155 3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168 3169 3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181 3182 3183 3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194 3195 3196 3197 3198 3199 3200 3201 3202 3203 3204 3205 3206 3207 3208 3209 3210 3211 3212 3213 3214 3215 3216 3217 3218 3219 3220 3221 3222 3223 3224 3225 3226 3227 3228 3229 3230 3231 3232 3233 3234 3235 3236 3237 3238 3239 3240 3241 3242 3243 3244 3245 3246 3247 3248 3249 3250 3251 3252 3253 3254 3255 3256 3257 3258 3259 3260 3261 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3273 3274 3275 3276 3277 3278 3279 3280 3281 3282 3283 3284 3285 3286 3287 3288 3289 3290 3291 3292 3293 3294 3295 3296 3297 3298 3299 3300 3301 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313 3314 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327 3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340 3341 3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353 3354 3355 3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366 3367 3368 3369 3370 3371 3372 3373 3374 3375 3376 3377 3378 3379 3380 3381 3382 3383 3384 3385 3386 3387 3388 3389 3390 3391 3392 3393 3394 3395 3396 3397 3398 3399 3400 3401 3402 3403 3404 3405 3406 3407 3408 3409 3410 3411 3412 3413 3414 3415 3416 3417 3418 3419 3420 3421 3422 3423 3424 3425 3426 3427 3428 3429 3430 3431 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441 3442 3443 3444 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455 3456 3457 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469 3470 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483 3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496 3497 3498 3499 3500 3501 3502 3503 3504 3505 3506 3507 3508 3509 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3520 3521 3522 3523 3524 3525 3526 3527 3528 3529 3530 3531 3532 3533 3534 3535 3536 3537 3538 3539 3540 3541 3542 3543 3544 3545 3546 3547 3548 3549 3550 3551 3552 3553 3554 3555 3556 3557 3558 3559 3560 3561 3562 3563 3564 3565 3566 3567 3568 3569 3570 3571 3572 3573 3574 3575 3576 3577 3578 3579 3580 3581 3582 3583 3584 3585 3586 3587 3588 3589 3590 3591 3592 3593 3594 3595 3596 3597 3598 3599 3600 3601 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613 3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640 3641 3642 3643 3644 3645 3646 3647 3648 3649 3650 3651 3652 3653 3654 3655 3656 3657 3658 3659 3660 3661 3662 3663 3664 3665 3666 3667 3668 3669 3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681 3682 3683 3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694 3695 3696 3697 3698 3699 3700 3701 3702 3703 3704 3705 3706 3707 3708 3709 3710 3711 3712 3713 3714 3715 3716 3717 3718 3719 3720 3721 3722 3723 3724 3725 3726 3727 3728 3729 3730 3731 3732 3733 3734 3735 3736 3737 3738 3739 3740 3741 3742 3743 3744 3745 3746 3747 3748 3749 3750 3751 3752 3753 3754 3755 3756 3757 3758 3759 3760 3761 3762 3763 3764 3765 3766 3767 3768 3769 3770 3771 3772 3773 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 3785 3786 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797 3798 3799 3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812 3813 3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825 3826 3827 3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838 3839 3840 3841 3842 3843 3844 3845 3846 3847 3848 3849 3850 3851 3852 3853 3854 3855 3856 3857 3858 3859 3860 3861 3862 3863 3864 3865 3866 3867 3868 3869 3870 3871 3872 3873 3874 3875 3876 3877 3878 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 3890 3891 3892 3893 3894 3895 3896 3897 3898 3899 3900 3901 3902 3903 3904 3905 3906 3907 3908 3909 3910 3911 3912 3913 3914 3915 3916 3917 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941 3942 3943 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955 3956 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969 3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982 3983 3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995 3996 3997 3998 3999 4000 4001 4002 4003 4004 4005 4006 4007 4008 4009 4010 4011 4012 4013 4014 4015 4016 4017 4018 4019 4020 4021 4022 4023 4024 4025 4026 4027 4028 4029 4030 4031 4032 4033 4034 4035 4036 4037 4038 4039 4040 4041 4042 4043 4044 4045 4046 4047 4048 4049 4050 4051 4052 4053 4054 4055 4056 4057 4058 4059 4060 4061 4062 4063 4064 4065 4066 4067 4068 4069 4070 4071 4072 4073 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 4085 4086 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097 4098 4099 4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112 4113 4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125 4126 4127 4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138 4139 4140 4141 4142 4143 4144 4145 4146 4147 4148 4149 4150 4151 4152 4153 4154 4155 4156 4157 4158 4159 4160 4161 4162 4163 4164 4165 4166 4167 4168 4169 4170 4171 4172 4173 4174 4175 4176 4177 4178 4179 4180 4181 4182 4183 4184 4185 4186 4187 4188 4189 4190 4191 4192 4193 4194 4195 4196 4197 4198 4199 4200 4201 4202 4203 4204 4205 4206 4207 4208 4209 4210 4211 4212 4213 4214 4215 4216 4217 4218 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231 4232 4233 4234 4235 4236 4237 4238 4239 4240 4241 4242 4243 4244 4245 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255 4256 4257 4258 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269 4270 4271 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283 4284 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297 4298 4299 4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310 4311 4312 4313 4314 4315 4316 4317 4318 4319 4320 4321 4322 4323 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 4335 4336 4337 4338 4339 4340 4341 4342 4343 4344 4345 4346 4347 4348 4349 4350 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363 4364 4365 4366 4367 4368 4369 4370 4371 4372 4373 4374 4375 4376 4377 4378 4379 4380 4381 4382 4383 4384 4385 4386 4387 4388 4389 4390 4391 4392 4393 4394 4395 4396 4397 4398 4399 4400 4401 4402 4403 4404 4405 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 4417 4418 4419 4420 4421 4422 4423 4424 4425 4426 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811 4812 4813 4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877 4878 4879 4880 4881 4882 4883 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904 4905 4906 4907 4908 4909 4910 4911 4912 4913 4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969 4970 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983 4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996 4997 4998 4999 5000 5001 5002 5003 5004 5005 5006 5007 5008 5009 5010 5011 5012 5013 5014 5015 5016 5017 5018 5019 5020 5021 5022 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 5034 5035 5036 5037 5038 5039 5040 5041 5042 5043 5044 5045 5046 5047 5048 5049 5050 5051 5052 5053 5054 5055 5056 5057 5058 5059 5060 5061 5062 5063 5064 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 5076 5077 5078 5079 5080 5081 5082 5083 5084 5085 5086 5087 5088 5089 5090 5091 5092 5093 5094 5095 5096 5097 5098 5099 5100 5101 5102 5103 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113 5114 5115 5116 5117 5118 5119 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141 5142 5143 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155 5156 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169 5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195 5196 5197 5198 5199 5200 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210 5211 5212 5213 5214 5215 5216 5217 5218 5219 5220 5221 5222 5223 5224 5225 5226 5227 5228 5229 5230 5231 5232 5233 5234 5235 5236 5237 5238 5239 5240 5241 5242 5243 5244 5245 5246 5247 5248 5249 5250 5251 5252 5253 5254 5255 5256 5257 5258 5259 5260 5261 5262 5263 5264 5265 5266 5267 5268 5269 5270 5271 5272 5273 5274 5275 5276 5277 5278 5279 5280 5281 5282 5283 5284 5285 5286 5287 5288 5289 5290 5291 5292 5293 5294 5295 5296 5297 5298 5299 5300 5301 5302 5303 5304 5305 5306 5307 5308 5309 5310 5311 5312 5313 5314 5315 5316 5317 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327 5328 5329 5330 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341 5342 5343 5344 5345 5346 5347 5348 5349 5350 5351 5352 5353 5354 5355 5356 5357 5358 5359 5360 5361 5362 5363 5364 5365 5366 5367 5368 5369 5370 5371 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383 5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396 5397 5398 5399 5400 5401 5402 5403 5404 5405 5406 5407 5408 5409 5410 5411 5412 5413 5414 5415 5416 5417 5418 5419 5420 5421 5422 5423 5424 5425 5426 5427 5428 5429 5430 5431 5432 5433 5434 5435 5436 5437 5438 5439 5440 5441 5442 5443 5444 5445 5446 5447 5448 5449 5450 5451 5452 5453 5454 5455 5456 5457 5458 5459 5460 5461 5462 5463 5464 5465 5466 5467 5468 5469 5470 5471 5472 5473 5474 5475 5476 5477 5478 5479 5480 5481 5482 5483 5484 5485 5486 5487 5488 5489 5490 5491 5492 5493 5494 5495 5496 5497 5498 5499 5500 5501 5502 5503 5504 5505 5506 5507 5508 5509 5510 5511 5512 5513 5514 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527 5528 5529 5530 5531 5532 5533 5534 5535 5536 5537 5538 5539 5540 5541 5542 5543 5544 5545 5546 5547 5548 5549 5550 5551 5552 5553 5554 5555 5556 5557 5558 5559 5560 5561 5562 5563 5564 5565 5566 5567 5568 5569 5570 5571 5572 5573 5574 5575 5576 5577 5578 5579 5580 5581 5582 5583 5584 5585 5586 5587 5588 5589 5590 5591 5592 5593 5594 5595 5596 5597 5598 5599 5600 5601 5602 5603 5604 5605 5606 5607 5608 5609 5610 5611 5612 5613 5614 5615 5616 5617 5618 5619 5620 5621 5622 5623 5624 5625 5626 5627 5628 5629 5630 5631 5632 5633 5634 5635 5636 5637 5638 5639 5640 5641 5642 5643 5644 5645 5646 5647 5648 5649 5650 5651 5652 5653 5654 5655 5656 5657 5658 5659 5660 5661 5662 5663 5664 5665 5666 5667 5668 5669 5670 5671 5672 5673 5674 5675 5676 5677 5678 5679 5680 5681 5682 5683 5684 5685 5686 5687 5688 5689 5690 5691 5692 5693 5694 5695 5696 5697 5698 5699 5700 5701 5702 5703 5704 5705 5706 5707 5708 5709 5710 5711 5712 5713 5714 5715 5716 5717 5718 5719 5720 5721 5722 5723 5724 5725 5726 5727 5728 5729 5730 5731 5732 5733 5734 5735 5736 5737 5738 5739 5740 5741 5742 5743 5744 5745 5746 5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 5762 5763 5764 5765 5766 5767 5768 5769 5770 5771 5772 5773 5774 5775 5776 5777 5778 5779 5780 5781 5782 5783 5784 5785 5786 5787 5788 5789 5790 5791 5792 5793 5794 5795 5796 5797 5798 5799 5800 5801 5802 5803 5804 5805 5806 5807 5808 5809 5810 5811 5812 5813 5814 5815 5816 5817 5818 5819 5820 5821 5822 5823 5824 5825 5826 5827 5828 5829 5830 5831 5832 5833 5834 5835 5836 5837 5838 5839 5840 5841 5842 5843 5844 5845 5846 5847 5848 5849 5850 5851 5852 5853 5854 5855 5856 5857 5858 5859 5860 5861 5862 5863 5864 5865 5866 5867 5868 5869 5870 5871 5872 5873 5874 5875 5876 5877 5878 5879 5880 5881 5882 5883 5884 5885 5886 5887 5888 5889 5890 5891 5892 5893 5894 5895 5896 5897 5898 5899 5900 5901 5902 5903 5904 5905 5906 5907 5908 5909 5910 5911 5912 5913 5914 5915 5916 5917 5918 5919 5920 5921 5922 5923 5924 5925 5926 5927 5928 5929 5930 5931 5932 5933 5934 5935 5936 5937 5938 5939 5940 5941 5942 5943 5944 5945 5946 5947 5948 5949 5950 5951 5952 5953 5954 5955 5956 5957 5958 5959 5960 5961 5962 5963 5964 5965 5966 5967 5968 5969 5970 5971 5972 5973 5974 5975 5976 5977 5978 5979 5980 5981 5982 5983 5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995 5996 5997 5998 5999 6000 6001 6002 6003 6004 6005 6006 6007 6008 6009 6010 6011 6012 6013 6014 6015 6016 6017 6018 6019 6020 6021 6022 6023 6024 6025 6026 6027 6028 6029 6030 6031 6032 6033 6034 6035 6036 6037 6038 6039 6040 6041 6042 6043 6044 6045 6046 6047 6048 6049 6050 6051 6052 6053 6054 6055 6056 6057 6058 6059 6060 6061 6062 6063 6064 6065 6066 6067 6068 6069 6070 6071 6072 6073 6074 6075 6076 6077 6078 6079 6080 6081 6082 6083 6084 6085 6086 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097 6098 6099 6100 6101 6102 6103 6104 6105 6106 6107 6108 6109 6110 6111 6112 6113 6114 6115 6116 6117 6118 6119 6120 6121 6122 6123 6124 6125 6126 6127 6128 6129 6130 6131 6132 6133 6134 6135 6136 6137 6138 6139 6140 6141 6142 6143 6144 6145 6146 6147 6148 6149 6150 6151 6152 6153 6154 6155 6156 6157 6158 6159 6160 6161 6162 6163 6164 6165 6166 6167 6168 6169 6170 6171 6172 6173 6174 6175 6176 6177 6178 6179 6180 6181 6182 6183 6184 6185 6186 6187 6188 6189 6190 6191 6192 6193 6194 6195 6196 6197 6198 6199 6200 6201 6202 6203 6204 6205 6206 6207 6208 6209 6210 6211 6212 6213 6214 6215 6216 6217 6218 6219 6220 6221 6222 6223 6224 6225 6226 6227 6228 6229 6230 6231 6232 6233 6234 6235 6236 6237 6238 6239 6240 6241 6242 6243 6244 6245 6246 6247 6248 6249 6250 6251 6252 6253 6254 6255 6256 6257 6258 6259 6260 6261 6262 6263 6264 6265 6266 6267 6268 6269 6270 6271 6272 6273 6274 6275 6276 6277 6278 6279 6280 6281 6282 6283 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294 6295 6296 6297 6298 6299 6300 6301 6302 6303 6304 6305 6306 6307 6308 6309 6310 6311 6312 6313 6314 6315 6316 6317 6318 6319 6320 6321 6322 6323 6324 6325 6326 6327 6328 6329 6330 6331 6332 6333 6334 6335 6336 6337 6338 6339 6340 6341 6342 6343 6344 6345 6346 6347 6348 6349 6350 6351 6352 6353 6354 6355 6356 6357 6358 6359 6360 6361 6362 6363 6364 6365 6366 6367 6368 6369 6370 6371 6372 6373 6374 6375 6376 6377 6378 6379 6380 6381 6382 6383 6384 6385 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397 6398 6399 6400 6401 6402 6403 6404 6405 6406 6407 6408 6409 6410 6411 6412 6413 6414 6415 6416 6417 6418 6419 6420 6421 6422 6423 6424 6425 6426 6427 6428 6429 6430 6431 6432 6433 6434 6435 6436 6437 6438 6439 6440 6441 6442 6443 6444 6445 6446 6447 6448 6449 6450 6451 6452 6453 6454 6455 6456 6457 6458 6459 6460 6461 6462 6463 6464 6465 6466 6467 6468 6469 6470 6471 6472 6473 6474 6475 6476 6477 6478 6479 6480 6481 6482 6483 6484 6485 6486 6487 6488 6489 6490 6491 6492 6493 6494 6495 6496 6497 6498 6499 6500 6501 6502 6503 6504 6505 6506 6507 6508 6509 6510 6511 6512 6513 6514 6515 6516 6517 6518 6519 6520 6521 6522 6523 6524 6525 6526 6527 6528 6529 6530 6531 6532 6533 6534 6535 6536 6537 6538 6539 6540 6541 6542 6543 6544 6545 6546 6547 6548 6549 6550 6551 6552 6553 6554 6555 6556 6557 6558 6559 6560 6561 6562 6563 6564 6565 6566 6567 6568 6569 6570 6571 6572 6573 6574 6575 6576 6577 6578 6579 6580 6581 6582 6583 6584 6585 6586 6587 6588 6589 6590 6591 6592 6593 6594 6595 6596 6597 6598 6599 6600 6601 6602 6603 6604 6605 6606 6607 6608 6609 6610 6611 6612 6613 6614 6615 6616 6617 6618 6619 6620 6621 6622 6623 6624 6625 6626 6627 6628 6629 6630 6631 6632 6633 6634 6635 6636 6637 6638 6639 6640 6641 6642 6643 6644 6645 6646 6647 6648 6649 6650 6651 6652 6653 6654 6655 6656 6657 6658 6659 6660 6661 6662 6663 6664 6665 6666 6667 6668 6669 6670 6671 6672 6673 6674 6675 6676 6677 6678 6679 6680 6681 6682 6683 6684 6685 6686 6687 6688 6689 6690 6691 6692 6693 6694 6695 6696 6697 6698 6699 6700 6701 6702 6703 6704 6705 6706 6707 6708 6709 6710 6711 6712 6713 6714 6715 6716 6717 6718 6719 6720 6721 6722 6723 6724 6725 6726 6727 6728 6729 6730 6731 6732 6733 6734 6735 6736 6737 6738 6739 6740 6741 6742 6743 6744 6745 6746 6747 6748 6749 6750 6751 6752 6753 6754 6755 6756 6757 6758 6759 6760 6761 6762 6763 6764 6765 6766 6767 6768 6769 6770 6771 6772 6773 6774 6775 6776 6777 6778 6779 6780 6781 6782 6783 6784 6785 6786 6787 6788 6789 6790 6791 6792 6793 6794 6795 6796 6797 6798 6799 6800 6801 6802 6803 6804 6805 6806 6807 6808 6809 6810 6811 6812 6813 6814 6815 6816 6817 6818 6819 6820 6821 6822 6823 6824 6825 6826 6827 6828 6829 6830 6831 6832 6833 6834 6835 6836 6837 6838 6839 6840 6841 6842 6843 6844 6845 6846 6847 6848 6849 6850 6851 6852 6853 6854 6855 6856 6857 6858 6859 6860 6861 6862 6863 6864 6865 6866 6867 6868 6869 6870 6871 6872 6873 6874 6875 6876 6877 6878 6879 6880 6881 6882 6883 6884 6885 6886 6887 6888 6889 6890 6891 6892 6893 6894 6895 6896 6897 6898 6899 6900 6901 6902 6903 6904 6905 6906 6907 6908 6909 6910 6911 6912 6913 6914 6915 6916 6917 6918 6919 6920 6921 6922 6923 6924 6925 6926 6927 6928 6929 6930 6931 6932 6933 6934 6935 6936 6937 6938 6939 6940 6941 6942 6943 6944 6945 6946 6947 6948 6949 6950 6951 6952 6953 6954 6955 6956 6957 6958 6959 6960 6961 6962 6963 6964 6965 6966 6967 6968 6969 6970 6971 6972 6973 6974 6975 6976 6977 6978 6979 6980 6981 6982 6983 6984 6985 6986 6987 6988 6989 6990 6991 6992 6993 6994 6995 6996 6997 6998 6999 7000 7001 7002 7003 7004 7005 7006 7007 7008 7009 7010 7011 7012 7013 7014 7015 7016 7017 7018 7019 7020 7021 7022 7023 7024 7025 7026 7027 7028 7029 7030 7031 7032 7033 7034 7035 7036 7037 7038 7039 7040 7041 7042 7043 7044 7045 7046 7047 7048 7049 7050 7051 7052 7053 7054 7055 7056 7057 7058 7059 7060 7061 7062 7063 7064 7065 7066 7067 7068 7069 7070 7071 7072 7073 7074 7075 7076 7077 7078 7079 7080 7081 7082 7083 7084 7085 7086 7087 7088 7089 7090 7091 7092 7093 7094 7095 7096 7097 7098 7099 7100 7101 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113 7114 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127 7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7152 7153 7154 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167 7168 7169 7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180 7181 7182 7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 7195 7196 7197 7198 7199 7200 7201 7202 7203 7204 7205 7206 7207 7208 7209 7210 7211 7212 7213 7214 7215 7216 7217 7218 7219 7220 7221 7222 7223 7224 7225 7226 7227 7228 7229 7230 7231 7232 7233 7234 7235 7236 7237 7238 7239 7240 7241 7242 7243 7244 7245 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255 7256 7257 7258 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269 7270 7271 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283 7284 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297 7298 7299 7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310 7311 7312 7313 7314 7315 7316 7317 7318 7319 7320 7321 7322 7323 7324 7325 7326 7327 7328 7329 7330 7331 7332 7333 7334 7335 7336 7337 7338 7339 7340 7341 7342 7343 7344 7345 7346 7347 7348 7349 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362 7363 7364 7365 7366 7367 7368 7369 7370 7371 7372 7373 7374 7375 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388 7389 7390 7391 7392 7393 7394 7395 7396 7397 7398 7399 7400 7401 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413 7414 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427 7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440 7441 7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453 7454 7455 7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466 7467 7468 7469 7470 7471 7472 7473 7474 7475 7476 7477 7478 7479 7480 7481 7482 7483 7484 7485 7486 7487 7488 7489 7490 7491 7492 7493 7494 7495 7496 7497 7498 7499 7500 7501 7502 7503 7504 7505 7506 7507 7508 7509 7510 7511 7512 7513 7514 7515 7516 7517 7518 7519 7520 7521 7522 7523 7524 7525 7526 7527 7528 7529 7530 7531 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541 7542 7543 7544 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555 7556 7557 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569 7570 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583 7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596 7597 7598 7599 7600 7601 7602 7603 7604 7605 7606 7607 7608 7609 7610 7611 7612 7613 7614 7615 7616 7617 7618 7619 7620 7621 7622 7623 7624 7625 7626 7627 7628 7629 7630 7631 7632 7633 7634 7635 7636 7637 7638 7639 7640 7641 7642 7643 7644 7645 7646 7647 7648 7649 7650 7651 7652 7653 7654 7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 7669 7670 7671 7672 7673 7674 7675 7676 7677 7678 7679 7680 7681 7682 7683 7684 7685 7686 7687 7688 7689 7690 7691 7692 7693 7694 7695 7696 7697 7698 7699 7700 7701 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713 7714 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727 7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740 7741 7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753 7754 7755 7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766 7767 7768 7769 7770 7771 7772 7773 7774 7775 7776 7777 7778 7779 7780 7781 7782 7783 7784 7785 7786 7787 7788 7789 7790 7791 7792 7793 7794 7795 7796 7797 7798 7799 7800 7801 7802 7803 7804 7805 7806 7807 7808 7809 7810 7811 7812 7813 7814 7815 7816 7817 7818 7819 7820 7821 7822 7823 7824 7825 7826 7827 7828 7829 7830 7831 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841 7842 7843 7844 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855 7856 7857 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869 7870 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883 7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896 7897 7898 7899 7900 7901 7902 7903 7904 7905 7906 7907 7908 7909 7910 7911 7912 7913 7914 7915 7916 7917 7918 7919 7920 7921 7922 7923 7924 7925 7926 7927 7928 7929 7930 7931 7932 7933 7934 7935 7936 7937 7938 7939 7940 7941 7942 7943 7944 7945 7946 7947 7948 7949 7950 7951 7952 7953 7954 7955 7956 7957 7958 7959 7960 7961 7962 7963 7964 7965 7966 7967 7968 7969 7970 7971 7972 7973 7974 7975 7976 7977 7978 7979 7980 7981 7982 7983 7984 7985 7986 7987 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997 7998 7999 8000 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013 8014 8015 8016 8017 8018 8019 8020 8021 8022 8023 8024 8025 8026 8027 8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039 8040 8041 8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052 8053 8054 8055 8056 8057 8058 8059 8060 8061 8062 8063 8064 8065 8066 8067 8068 8069 8070 8071 8072 8073 8074 8075 8076 8077 8078 8079 8080 8081 8082 8083 8084 8085 8086 8087 8088 8089 8090 8091 8092 8093 8094 8095 8096 8097 8098 8099 8100 8101 8102 8103 8104 8105 8106 8107 8108 8109 8110 8111 8112 8113 8114 8115 8116 8117 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127 8128 8129 8130 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141 8142 8143 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155 8156 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169 8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182 8183 8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195 8196 8197 8198 8199 8200 8201 8202 8203 8204 8205 8206 8207 8208 8209 8210 8211 8212 8213 8214 8215 8216 8217 8218 8219 8220 8221 8222 8223 8224 8225 8226 8227 8228 8229 8230 8231 8232 8233 8234 8235 8236 8237 8238 8239 8240 8241 8242 8243 8244 8245 8246 8247 8248 8249 8250 8251 8252 8253 8254 8255 8256 8257 8258 8259 8260 8261 8262 8263 8264 8265 8266 8267 8268 8269 8270 8271 8272 8273 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283 8284 8285 8286 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297 8298 8299 8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312 8313 8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325 8326 8327 8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338 8339 8340 8341 8342 8343 8344 8345 8346 8347 8348 8349 8350 8351 8352 8353 8354 8355 8356 8357 8358 8359 8360 8361 8362 8363 8364 8365 8366 8367 8368 8369 8370 8371 8372 8373 8374 8375 8376 8377 8378 8379 8380 8381 8382 8383 8384 8385 8386 8387 8388 8389 8390 8391 8392 8393 8394 8395 8396 8397 8398 8399 8400 8401 8402 8403 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413 8414 8415 8416 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427 8428 8429 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441 8442 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455 8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468 8469 8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481 8482 8483 8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494 8495 8496 8497 8498 8499 8500 8501 8502 8503 8504 8505 8506 8507 8508 8509 8510 8511 8512 8513 8514 8515 8516 8517 8518 8519 8520 8521 8522 8523 8524 8525 8526 8527 8528 8529 8530 8531 8532 8533 8534 8535 8536 8537 8538 8539 8540 8541 8542 8543 8544 8545 8546 8547 8548 8549 8550 8551 8552 8553 8554 8555 8556 8557 8558 8559 8560 8561 8562 8563 8564 8565 8566 8567 8568 8569 8570 8571 8572 8573 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583 8584 8585 8586 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597 8598 8599 8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612 8613 8614 8615 8616 8617 8618 8619 8620 8621 8622 8623 8624 8625 8626 8627 8628 8629 8630 8631 8632 8633 8634 8635 8636 8637 8638 8639 8640 8641 8642 8643 8644 8645 8646 8647 8648 8649 8650 8651 8652 8653 8654 8655 8656 8657 8658 8659 8660 8661 8662 8663 8664 8665 8666 8667 8668 8669 8670 8671 8672 8673 8674 8675 8676 8677 8678 8679 8680 8681 8682 8683 8684 8685 8686 8687 8688 8689 8690 8691 8692 8693 8694 8695 8696 8697 8698 8699 8700 8701 8702 8703 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713 8714 8715 8716 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727 8728 8729 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741 8742 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755 8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768 8769 8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781 8782 8783 8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794 8795 8796 8797 8798 8799 8800 8801 8802 8803 8804 8805 8806 8807 8808 8809 8810 8811 8812 8813 8814 8815 8816 8817 8818 8819 8820 8821 8822 8823 8824 8825 8826 8827 8828 8829 8830 8831 8832 8833 8834 8835 8836 8837 8838 8839 8840 8841 8842 8843 8844 8845 8846 8847 8848 8849 8850 8851 8852 8853 8854 8855 8856 8857 8858 8859 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869 8870 8871 8872 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883 8884 8885 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897 8898 8899 8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911 8912 8913 8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924 8925 8926 8927 8928 8929 8930 8931 8932 8933 8934 8935 8936 8937 8938 8939 8940 8941 8942 8943 8944 8945 8946 8947 8948 8949 8950 8951 8952 8953 8954 8955 8956 8957 8958 8959 8960 8961 8962 8963 8964 8965 8966 8967 8968 8969 8970 8971 8972 8973 8974 8975 8976 8977 8978 8979 8980 8981 8982 8983 8984 8985 8986 8987 8988 8989 8990 8991 8992 8993 8994 8995 8996 8997 8998 8999 9000 9001 9002 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013 9014 9015 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027 9028 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041 9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313 9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483 9484 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9495 9496 9497 9498 9499 9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511 9512 9513 9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524 9525 9526 9527 9528 9529 9530 9531 9532 9533 9534 9535 9536 9537 9538 9539 9540 9541 9542 9543 9544 9545 9546 9547 9548 9549 9550 9551 9552 9553 9554 9555 9556 9557 9558 9559 9560 9561 9562 9563 9564 9565 9566 9567 9568 9569 9570 9571 9572 9573 9574 9575 9576 9577 9578 9579 9580 9581 9582 9583 9584 9585 9586 9587 9588 9589 9590 9591 9592 9593 9594 9595 9596 9597 9598 9599 9600 9601 9602 9603 9604 9605 9606 9607 9608 9609 9610 9611 9612 9613 9614 9615 9616 9617 9618 9619 9620 9621 9622 9623 9624 9625 9626 9627 9628 9629 9630 9631 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641 9642 9643 9644 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655 9656 9657 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669 9670 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683 9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696 9697 9698 9699 9700 9701 9702 9703 9704 9705 9706 9707 9708 9709 9710 9711 9712 9713 9714 9715 9716 9717 9718 9719 9720 9721 9722 9723 9724 9725 9726 9727 9728 9729 9730 9731 9732 9733 9734 9735 9736 9737 9738 9739 9740 9741 9742 9743 9744 9745 9746 9747 9748 9749 9750 9751 9752 9753 9754 9755 9756 9757 9758 9759 9760 9761 9762 9763 9764 9765 9766 9767 9768 9769 9770 9771 9772 9773 9774 9775 9776 9777 9778 9779 9780 9781 9782 9783 9784 9785 9786 9787 9788 9789 9790 9791 9792 9793 9794 9795 9796 9797 9798 9799 9800 9801 9802 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813 9814 9815 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827 9828 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841 9842 9843 9844 9845 9846
|
# Copyright (C) 2013 by Zheng Ruan (zruan1991@gmail.com)
# This code is part of the Biopython distribution and governed by its
# license. Please see the LICENSE file that should have been included
# as part of this package.
"""Unit tests for CodonAligner and Bio.Align.analysis."""
import unittest
try:
import numpy as np
except ImportError:
from Bio import MissingPythonDependencyError
raise MissingPythonDependencyError(
"Install numpy if you want to use Bio.Align."
) from None
from Bio import Align
from Bio import SeqIO
from Bio.Align import Alignment
from Bio.Align import CodonAligner
from Bio.Align.analysis import calculate_dn_ds
from Bio.Align.analysis import calculate_dn_ds_matrix
from Bio.Align.analysis import mktest
from Bio.Data import CodonTable
from Bio.Seq import Seq
from Bio.SeqRecord import SeqRecord
class TestBasic(unittest.TestCase):
def test_aligner(self):
aligner = CodonAligner()
self.assertEqual(
str(aligner),
"""\
Codon aligner with parameters
wildcard: 'X'
match_score: 1.0
mismatch_score: 0.0
frameshift_minus_two_score: -3.0
frameshift_minus_one_score: -3.0
frameshift_plus_one_score: -3.0
frameshift_plus_two_score: -3.0
""",
)
aligner.wildcard = "Y"
aligner.match_score = 2.0
aligner.mismatch_score = -1.0
aligner.frameshift_score = -5.0
aligner.frameshift_two_score = -2.0
aligner.frameshift_minus_score = -4.0
self.assertEqual(
str(aligner),
"""\
Codon aligner with parameters
wildcard: 'Y'
match_score: 2.0
mismatch_score: -1.0
frameshift_minus_two_score: -4.0
frameshift_minus_one_score: -4.0
frameshift_plus_one_score: -5.0
frameshift_plus_two_score: -2.0
""",
)
self.assertEqual(aligner.wildcard, "Y")
self.assertAlmostEqual(aligner.match_score, 2.0)
self.assertAlmostEqual(aligner.mismatch_score, -1.0)
self.assertAlmostEqual(aligner.frameshift_minus_two_score, -4.0)
self.assertAlmostEqual(aligner.frameshift_minus_one_score, -4.0)
self.assertAlmostEqual(aligner.frameshift_plus_one_score, -5.0)
self.assertAlmostEqual(aligner.frameshift_plus_two_score, -2.0)
def test_alignments(self):
aligner = CodonAligner()
aligner.frameshift_score = -1.0
dna = SeqRecord(Seq("TTTAAAAAAAAATTT"), id="dna")
pro = SeqRecord(Seq("FKKKF"), id="pro")
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 1)
self.assertAlmostEqual(alignments.score, 5.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 0 TTTAAAAAAAAATTT 15
""",
)
dna = SeqRecord(Seq("TTTAAAAAAAATTT"), id="dna")
score = aligner.score(pro, dna)
self.assertAlmostEqual(score, 4.0)
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 2)
self.assertAlmostEqual(alignments.score, 4.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K 3
dna 0 TTTAAAAAA 9
pro 3 K F 5
dna 8 AAATTT 14
""",
)
alignment = alignments[1]
self.assertEqual(
str(alignment),
"""\
pro 0 F K 2
dna 0 TTTAAA 6
pro 2 K K F 5
dna 5 AAAAAATTT 14
""",
)
dna = SeqRecord(Seq("TTTAAAAAAATTT"), id="dna")
score = aligner.score(pro, dna)
self.assertAlmostEqual(score, 4.0)
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 2)
self.assertAlmostEqual(alignments.score, 4.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K 3
dna 0 TTTAAAAAA 9
pro 3 K F 5
dna 7 AAATTT 13
""",
)
alignment = alignments[1]
self.assertEqual(
str(alignment),
"""\
pro 0 F K 2
dna 0 TTTAAA 6
pro 2 K K F 5
dna 4 AAAAAATTT 13
""",
)
dna = SeqRecord(Seq("TTTAAAAAATTT"), id="dna")
score = aligner.score(pro, dna)
self.assertAlmostEqual(score, 3.0)
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 2)
self.assertAlmostEqual(alignments.score, 3.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K 2
dna 0 TTTAAA 6
pro 2 K 3
dna 5 AAA 8
pro 3 K F 5
dna 6 AAATTT 12
""",
)
alignment = alignments[1]
self.assertEqual(
str(alignment),
"""\
pro 0 F K 2
dna 0 TTTAAA 6
pro 2 K 3
dna 4 AAA 7
pro 3 K F 5
dna 6 AAATTT 12
""",
)
dna = SeqRecord(Seq("TTTAAAAATTT"), id="dna")
score = aligner.score(pro, dna)
self.assertAlmostEqual(score, 3.0)
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 1)
self.assertAlmostEqual(alignments.score, 3.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K 2
dna 0 TTTAAA 6
pro 2 K 3
dna 4 AAA 7
pro 3 K F 5
dna 5 AAATTT 11
""",
)
dna = SeqRecord(Seq("TTTAAAAAAAAAATTT"), id="dna")
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 6)
self.assertAlmostEqual(alignments.score, 4.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 0 TTTAAAAAAAAAATT 15
""",
)
alignment = alignments[1]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 1 TTAAAAAAAAAATTT 16
""",
)
alignment = alignments[2]
self.assertEqual(
str(alignment),
"""\
pro 0 F -K K K F 5
dna 0 TTTAAAAAAAAAATTT 16
""",
)
alignment = alignments[3]
self.assertEqual(
str(alignment),
"""\
pro 0 F K -K K F 5
dna 0 TTTAAAAAAAAAATTT 16
""",
)
alignment = alignments[4]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K -K F 5
dna 0 TTTAAAAAAAAAATTT 16
""",
)
alignment = alignments[5]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K -F 5
dna 0 TTTAAAAAAAAAATTT 16
""",
)
dna = SeqRecord(Seq("TTTAAAAAAAAAAATTT"), id="dna")
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 6)
self.assertAlmostEqual(alignments.score, 4.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 0 TTTAAAAAAAAAAAT 15
""",
)
alignment = alignments[1]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 2 TAAAAAAAAAAATTT 17
""",
)
alignment = alignments[2]
self.assertEqual(
str(alignment),
"""\
pro 0 F --K K K F 5
dna 0 TTTAAAAAAAAAAATTT 17
""",
)
alignment = alignments[3]
self.assertEqual(
str(alignment),
"""\
pro 0 F K --K K F 5
dna 0 TTTAAAAAAAAAAATTT 17
""",
)
alignment = alignments[4]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K --K F 5
dna 0 TTTAAAAAAAAAAATTT 17
""",
)
alignment = alignments[5]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K --F 5
dna 0 TTTAAAAAAAAAAATTT 17
""",
)
dna = SeqRecord(Seq("TTTAAAAAAAAAAAATTT"), id="dna")
alignments = aligner.align(pro, dna)
self.assertEqual(len(alignments), 2)
self.assertAlmostEqual(alignments.score, 4.0)
alignment = alignments[0]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 0 TTTAAAAAAAAAAAA 15
""",
)
alignment = alignments[1]
self.assertEqual(
str(alignment),
"""\
pro 0 F K K K F 5
dna 3 AAAAAAAAAAAATTT 18
""",
)
class TestBuildAndIO(unittest.TestCase):
def test1(self):
aligner = CodonAligner()
nucleotide_records = SeqIO.parse("codonalign/nucl1.fa", "fasta")
protein_alignment = Align.read("codonalign/pro1.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 3)
codon_alignments = []
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[0]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 183], [0, 549]]))
)
self.assertEqual(
str(alignment),
"""\
isotig697 0 R G D Q R S N F Q L S P S T M Q I S T G
isotig697 0 AGAGGCGATCAACGCAGCAACTTCCAGCTGTCTCCCTCCACCATGCAGATCTCCACAGGG
isotig697 20 L L C L L L V A T G F T S Q V L A H P G
isotig697 60 CTTCTGTGCcTGCTGCTTGTGGCCACTGGCTTCACTTCCCAGGTGCTGGCTCACCCAGGC
isotig697 40 S I P S T Y C F V M T S K K I P K S L L
isotig697 120 TCTATCCCATCTACCTaCTGCTTTGTTATGACCAGTAAGAaGATCCCCAAATCACTACTG
isotig697 60 K S Y K R I S N S R C T L K A I L F K T
isotig697 180 AaGAGCTACAAAaGAATCTCCAACAGCAGATGCACCcTGAAAGCCATACTCTTCAAGACC
isotig697 80 K S G K E I C A D P K K K W V Q D A T K
isotig697 240 AAGTCGGGCAAAGAGATCTGTGCTGACCCCAAGAAGAAGTGGGTCcAGGATGCCACAAAG
isotig697 100 H L D Q I L Q T P K P T I P S F E T H P
isotig697 300 CACCTGGACCAAATCCTTCAAACTCCAAAACCGACAATCCCCTCTTTTGAGACTCACCCA
isotig697 120 E T K K C F I H S P F L R R A P R S T Q
isotig697 360 GAGACTAAGAAATGCTTCATTCATTCTCCATTCCTAAGACGTGCTCCAAGGTCAACTCAG
isotig697 140 H H S P R T W L H L V M D R T E S H Y V
isotig697 420 CACCATTCCCCAAGGACTTGGCTTCATTTAGTTATGGATAGAACTGAAAGTCATTATGTT
isotig697 160 Q N K P D L K R L C N F L N M Q N L K R
isotig697 480 CAGAATAAGCCAGACTTGAAGAGGTTGTGTAATTTCTTGAATATGCAAAATCTTAAAAGG
isotig697 180 G A C 183
isotig697 540 GGGGCATGC 549
""",
)
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[1]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 65], [0, 195]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M K V S A A L L C L L L I A A T F I P Q
ENSG00000 0 ATGAAAGTCTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCCAA
ENSG00000 20 G L A Q P D A I N A P V T C C Y N F T N
ENSG00000 60 GGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTATAACTTCACCAAT
ENSG00000 40 R K I S V Q R L A S Y R R I T S S K C P
ENSG00000 120 AGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAGAATCACCAGCAGCAAGTGTCCC
ENSG00000 60 K E A V M 65
ENSG00000 180 AAAGAAGCTGTGATG 195
""",
)
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[2]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 99], [9, 306]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M K V S A A L L C L L L I A A T F I P Q
ENSG00000 9 ATGAAAGTCTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCCAA
ENSG00000 20 G L A Q P D A I N A P V T C C Y N F T N
ENSG00000 69 GGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTATAACTTCACCAAT
ENSG00000 40 R K I S V Q R L A S Y R R I T S S K C P
ENSG00000 129 AGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAGAATCACCAGCAGCAAGTGTCCC
ENSG00000 60 K E A V I F K T I V A K E I C A D P K Q
ENSG00000 189 AAAGAAGCTGTGATCTTCAAGACCATTGTGGCCAAGGAGATCTGTGCTGACCCCAAGCAG
ENSG00000 80 K W V Q D S M D H L D K Q T Q T P K T
ENSG00000 249 AAGTGGGTTCAGGATTCCATGGACCACCTGGACAAGCAAACCCAAACTCCGAAGACT
ENSG00000 99
ENSG00000 306
""",
)
alignment = protein_alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[0, 42, 126, 126, 231, 333, 549],
[0, 0, 84, 90, 195, 195, 195],
[9, 9, 93, 99, 204, 306, 306]])
# fmt: on
)
)
self.assertEqual(
format(alignment, "clustal"),
"""\
isotig69710 AGAGGCGATCAACGCAGCAACTTCCAGCTGTCTCCCTCCACCATGCAGAT
ENSG00000108691:ENST0000058090 ------------------------------------------ATGAAAGT
ENSG00000108691:ENST0000022583 ------------------------------------------ATGAAAGT
isotig69710 CTCCACAGGGCTTCTGTGCcTGCTGCTTGTGGCCACTGGCTTCACTTCCC
ENSG00000108691:ENST0000058090 CTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCC
ENSG00000108691:ENST0000022583 CTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCC
isotig69710 AGGTGCTGGCTCACCCAGGCTCTATC------CCATCTACCTaCTGCTTT
ENSG00000108691:ENST0000058090 AAGGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTAT
ENSG00000108691:ENST0000022583 AAGGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTAT
isotig69710 GTTATGACCAGTAAGAaGATCCCCAAATCACTACTGAaGAGCTACAAAaG
ENSG00000108691:ENST0000058090 AACTTCACCAATAGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAG
ENSG00000108691:ENST0000022583 AACTTCACCAATAGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAG
isotig69710 AATCTCCAACAGCAGATGCACCcTGAAAGCCATACTCTTCAAGACCAAGT
ENSG00000108691:ENST0000058090 AATCACCAGCAGCAAGTGTCCCAAAGAAGCTGTGATG-------------
ENSG00000108691:ENST0000022583 AATCACCAGCAGCAAGTGTCCCAAAGAAGCTGTGATCTTCAAGACCATTG
isotig69710 CGGGCAAAGAGATCTGTGCTGACCCCAAGAAGAAGTGGGTCcAGGATGCC
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 TGGCCAAGGAGATCTGTGCTGACCCCAAGCAGAAGTGGGTTCAGGATTCC
isotig69710 ACAAAGCACCTGGACCAAATCCTTCAAACTCCAAAACCGACAATCCCCTC
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 ATGGACCACCTGGACAAGCAAACCCAAACTCCGAAGACT-----------
isotig69710 TTTTGAGACTCACCCAGAGACTAAGAAATGCTTCATTCATTCTCCATTCC
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 TAAGACGTGCTCCAAGGTCAACTCAGCACCATTCCCCAAGGACTTGGCTT
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 CATTTAGTTATGGATAGAACTGAAAGTCATTATGTTCAGAATAAGCCAGA
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 CTTGAAGAGGTTGTGTAATTTCTTGAATATGCAAAATCTTAAAAGGGGGG
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 CATGC
ENSG00000108691:ENST0000058090 -----
ENSG00000108691:ENST0000022583 -----
""",
)
def test2(self):
aligner = CodonAligner()
nucleotide_records = SeqIO.parse("codonalign/nucl2.fa", "fasta")
protein_alignment = Align.read("codonalign/pro2.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 3)
codon_alignments = []
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[0]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1094], [0, 3282]]))
)
self.assertEqual(
str(alignment),
"""\
isotig351 0 E R Q G R W C V P G E A V E A R V S R S
isotig351 0 GAAAGGCAGGGTCGctGGTGCGTGCCCGGCGAGGCTGTGGAGGCCcgTGTGTCTAGAAGC
isotig351 20 C V R E M A E P G R R R G P R S R G G G
isotig351 60 TGTGTGAGAGAGATGGCGGAACCCGGGAGGAGACGGGGTCCGAGGTCCCGCGGTGGCGGC
isotig351 40 A G R G A R R A R V A R G R R P R A P Q
isotig351 120 GCCGGCCGAGGCgCTCGAAGAGCCCGGGTCGCCCGTGGCCGGCGTCCTCGCGCCCCGCAG
isotig351 60 S L S R L I P D T V L V D L V S D S D E
isotig351 180 TCTCTGTCCCGGCTCATTCCAGACACGGTGCTTGTGGACTTGGTCAGTGACAGCGACGAG
isotig351 80 E I L E V V A D P V E A P A A R A P A P
isotig351 240 GAGATCCTGGAAGTCGTCGCGGACCCGGTAGAAGCGCCCGCCGCCCGGGCcCCcGCGCCG
isotig351 100 A A H G Q D S D S D S A G A D E G P A G
isotig351 300 GCCGCACATGGGCAGGACAGCGACAGCGACAGTGCAGGGGCGgACGAGGGGCCTGCAGGA
isotig351 120 A P Q T L V R R R R R R L L D P G E A P
isotig351 360 GCCCCTCAGACCTTGGTCCGGCGGCGGCGCCGGCGGCTGCTGGATCCCGGCGAGGCACCG
isotig351 140 V V P V Y S G K V Q S S L N L I P D N S
isotig351 420 GTGGTTCCTGTGTACTCCGGGAAGGTACAAAGCAGCCTCAACCTCATCCCAGATAATTCA
isotig351 160 S L L K L C P S E P E D E A D V T D C G
isotig351 480 TCCCTCTTGAAACTTTGCCCCTCAGAGCCTGAAGATGAGGCAGATGTGACAGATTGTGGC
isotig351 180 S P P P E D A L I P G S P W K K K L R N
isotig351 540 AGTCCTCCTCCTGAGGATGCCCTAATTCCAGGTTCTCCCTGGAAGAAGAAGCTGAGGAAT
isotig351 200 K H E K E E M K M E E F P D Q D I S P L
isotig351 600 AAGCATGAAAAaGAAGAGATGAAGATGGAAGAGTTtCCGGACCAGGACATCTCTCCTTTG
isotig351 220 P R P S S R N K S R K H T E A L Q K L R
isotig351 660 CCCCGACCTTCATCAAGAAaCAAAAGCAGAAAGCATACCGAGGCACTCCAGAAGTTGAGG
isotig351 240 E V N K R L Q D L R S C L S P K Q H Q S
isotig351 720 GAAGTGAACAAGCGCCTCCAAGATCTCCGATCCTGCCTGAGCCCCAAGCAGCACCAGAGT
isotig351 260 P A L Q N P D D E V V L V D G P V L S Q
isotig351 780 CCAGCCCTTCAGAACCCAGATGATGAGGTGGTCCTCGTGGACGGGCCTGtCTTGTCACAG
isotig351 280 S P R L F T L K I R C R A D L V R L P V
isotig351 840 AGCCCGAGACTCTTCACCCTCAAGATCCGGTGCCGGGCTGACCTAGTCAGATTGCCCGTC
isotig351 300 M T S E P L Q N V V D Y M A N H L G V S
isotig351 900 ATGACATCGGAACCCCTTCAGAATGTGGTGGATTACATGGCCAATCATCTTGGGGTGTCT
isotig351 320 P S R I L L L F G E T E L S P T A T P R
isotig351 960 CCAAGCAGGATTCTTTTACTCTTTGGAGAGACAGAACTGTCCCCTACTGCCACCCCTAGG
isotig351 340 T L K L G V A D I I D C V V L T S S S E
isotig351 1020 ACCCTAAAGCTTGGTGTGGCTGACATCATTGATTGTGTGGTGCTGACAAGTTCTTCAGAG
isotig351 360 A T E T T Q Q L C L R V Q G K E K H Q M
isotig351 1080 GCCACAGAGACAACCCAGCAGCTCTGCCTCCGGGTGCAGGGGAAGGAGAAGCACCAGATG
isotig351 380 L E I S L S P D S P L E V L M A H Y E E
isotig351 1140 TTGGAGATCTCACTCTCTCCTGACTCtCCTCTTGAGGTCCTCATGGCGCACTATGAGGAG
isotig351 400 A M G L S G H K L S F F F D G T K L S G
isotig351 1200 GCCATGGGACTCTCCGGACACAAGCTCTCCTTCTTCTTCGATGGGACAAAGCTGTCGGGC
isotig351 420 K E L P A D L G M E S G D L I E V W G S
isotig351 1260 AAGGAGCTGCCAGCTGATCTGGGCATGGAATCCGGGGATCTCATTGAAGTTTGGGGCAGC
isotig351 440 F L L L F G C R A K T W G Q Q L P L L L
isotig351 1320 TTCCTCCTCCTGTTTGGATGCAGAGCCAAGACTTGGGGACAACAGCTCCCACTTTtATTA
isotig351 460 L F F A P G L T E T E L E L V Y L F P A
isotig351 1380 TTATTTTTtGCCCcAGGGCTAACAGAAACCGAATTAGAACTCGTTTATTTATTTCCGGCA
isotig351 480 L G I E P R A V H M L R M C E V E V K P
isotig351 1440 CTGGGGATTGAACCCAGGGCTGTGCATATGCTAAGGATGTGTGAAGTTGAGGTAAAaCCA
isotig351 500 R H D L C P V S L T V V S S G L I G N C
isotig351 1500 AGGCATGACCTTTGCCcTGTCTCGTTGACCGTAGTCTCAAGCGGTCTGATTGGTAATTGT
isotig351 520 V T V A A L G G L W L C V L V L C T A A
isotig351 1560 GTGACTGTGGCTGCCCTGGGTGgCCTGTGGCTGTGTGTGTTGGTGCTGTGTACAGCAGCT
isotig351 540 P G A W R R G I G F P T I S F S S A Q M
isotig351 1620 CCTGGGGCATGGAGAAGGGGTATTGGCTTCCCTACCATTTCGTTCAGTAGTGCACAAATG
isotig351 560 S L A F G C P G L F M P H W G P T G I L
isotig351 1680 AGCCTTGCATTTGGGTGCCCAGGCTTGTTTATGCCACATTGGGGACCAACAGGGATTTTA
isotig351 580 I L I W G L R C R Y L P W W G S V A G K
isotig351 1740 ATTCTCATTTGGGGGCTGAGATGCAGGTACCTTCCCTGGTGGGGATCGGTTGCAGGGAAA
isotig351 600 T S N D I Y A E A E D V D S G F L K A N
isotig351 1800 ACAAGCAATGACATCTATGCTGAAGCTGAGGACGTAGACAGTGGGTTTTTAAAGGCTAAC
isotig351 620 R S G V F S P G H P L S Q D S A S I W Y
isotig351 1860 AGGAGTGGTGTCTTCAGCCCTGGGCATCCACTCTCCCAGGACTCGGCCAGCATCTGGTAC
isotig351 640 I L P G M H I P H L S T C S C V C L L F
isotig351 1920 ATACTTCCTGGCATGCACATCCCACATCTGAGCACATGCAGCTGTGTTTGTTTACTCTTC
isotig351 660 R P P A L S C Q H P L G I F V S E C L Y
isotig351 1980 cGTCCTCCCGCCCTCTCCTGTCAGCACCCACTTGGTATATTTGTATCTGAATGTCTTTAT
isotig351 680 K M I F M C V I L V Y V H G T V Q T F C
isotig351 2040 AAGATGATTTTCATGTGTGTGATTTTAGTGTATGTACATGGTACTGTGCAAACATTCTGT
isotig351 700 L H S V V T G P C H L L D L L L F R S A
isotig351 2100 CTTCACTCAGTGGTGACAGGCCCATGTCACCTTCTAGATCTGTTGTTGTTCCGATCTGCT
isotig351 720 V A A P W H M I L L T H C L N W R D T V
isotig351 2160 GTGGCTGCCCCATGGCATATGATATTACTCACACATTGCCTTAATTGGAGGGATACCGTC
isotig351 740 A S S E P N S R P Q Q T S F C V F P S G
isotig351 2220 GCCAGCTCCGAACCAAATTCCAGACCACAGCAAACATCTTTTTGTGTGTTCCCTTCTGGG
isotig351 760 P G V I V W H T C P G W D C G L R R F I
isotig351 2280 CCAGGGGTAATTGTCTGGCATACTTGCCCAGGATGGGACTgTGGGTTACGCAGGTTCATT
isotig351 780 S L V F L G F S S E C G L L F L E L L F
isotig351 2340 TcTCTGGTTTTTCTAGGgTTTTCTTCAGAATGTGGACTGCTTTTCTTGGAGCTTCTcTTT
isotig351 800 P S L D Q Y L V L L Y F L I C Q S T V Y
isotig351 2400 CCTTcTCTTGACCAGTATTTAGTGTTGttgTACTTTCTGATTTGCCAGTCTACTGTGTAT
isotig351 820 K A L H I L I S F I P P F L I N V H L L
isotig351 2460 AAAGCACTGCATATCTTAATATCCTTTATCCCACCATTTCTTATCAATGTCCACCTTCTG
isotig351 840 V F L C L L V F L G F L L C V F S V R S
isotig351 2520 GTTTTTCTTTGTCTGCTTGTTTTCTTGGGCTTCCTTTTGTGTGTTTTTtCTGTGAGGAGT
isotig351 860 C L C S R Q L Q I T F R I A L C V P R G
isotig351 2580 TGCTTGTGTTCTaGgCAATTGCAAATAACCTTCAGAATAGCACTTTGTGTACCCAGGGGG
isotig351 880 I F T K Q T F L T L M Q T A G F C K G F
isotig351 2640 ATTTTCACCAAACAGACATTCTTAACTTTAATGCAGACAGCTGGCTTTTGTAAAGGGTTT
isotig351 900 F V L C F F F F C F C F C F L R E N E K
isotig351 2700 TTTGTTTTGTGTTTtTTTTTtttttGCTTTTGTTTTtGcTTTTTAAGGGAAAATGAGAAA
isotig351 920 E L P E W Q G F R G V S G L L L L D L T
isotig351 2760 GAACTTCCAGAATGGCAGGGGTTCCGGGGAGTCTCAGGATTGCTACTTTTGGATCTCACT
isotig351 940 S E T F I V F C L A S F L F F C F Y L S
isotig351 2820 AGTGAAACTTTCATTGTCTTCTGTCTTGCTAGTTTTTTGTTCTTTTGTTTTTATCTCTCA
isotig351 960 Y D H M R I E F L I C C G V D T D C S E
isotig351 2880 TATGACCACATGAGAATAGAGTTCCTGATCTGCTGTGGTGTGGATaCTGACTGTTCTGAa
isotig351 980 L S T L L L T G Y S T V L V P D Y C M L
isotig351 2940 CTTTCCACTCTGCTTCTCACTGGTTACAGCACTGTACTGGTTCCTGACTATTGTATGTtA
isotig351 1000 R L N H L K C T F V W E S K F Y C V L I
isotig351 3000 CGTCTAAACCATCTGAAATGCACCTTTGTGTGGGAGAGCAAATTTTATTGTGTTTTAATT
isotig351 1020 I M S Q F S K L C L L K N Y V V L S Q E
isotig351 3060 ATAATGAGCCAGTTTTCtAAGCTTTGTCTaCTAAAAAATTATGTAGTCCTTTCACAAGAA
isotig351 1040 V C Q L L K N F F C E N M L Y L I L I F
isotig351 3120 GTATGTCAACTTCTtAAAAATTTTTTTtGtGAGAATATGTTATACCTTATTTTAATATTT
isotig351 1060 K N S M T Y S F Q V S Q L L Y D N I T H
isotig351 3180 AAAAATTCCATGACATATAGCTTCCAGGTTTCTCAGCTCTTGTATGACAATATCACACAT
isotig351 1080 Y Y Y V F N L S Q R E M P L 1094
isotig351 3240 TaCTATTATGTATTCAATCTCAGCCAAAGGGAGATGCCTTTA 3282
""",
)
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[1]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1104], [0, 3312]]))
)
self.assertEqual(
str(alignment),
"""\
isotig351 0 E R Q G R W C V P G E A V E A R V S R S
isotig351 0 GAAAGGCAGGGTCGctGGTGCGTGCCCGGCGAGGCTGTGGAGGCCcgTGTGTCTAGAAGC
isotig351 20 C V R E M A E P G R R R G P R S R G G G
isotig351 60 TGTGTGAGAGAGATGGCGGAACCCGGGAGGAGACGGGGTCCGAGGTCCCGCGGTGGCGGC
isotig351 40 A G R G A R R A R V A R G R R P R A P Q
isotig351 120 GCCGGCCGAGGCgCTCGAAGAGCCCGGGTCGCCCGTGGCCGGCGTCCTCGCGCCCCGCAG
isotig351 60 S L S R L I P D T V L V D L V S D S D E
isotig351 180 TCTCTGTCCCGGCTCATTCCAGACACGGTGCTTGTGGACTTGGTCAGTGACAGCGACGAG
isotig351 80 E I L E V V A D P V E A P A A R A P A P
isotig351 240 GAGATCCTGGAAGTCGTCGCGGACCCGGTAGAAGCGCCCGCCGCCCGGGCcCCcGCGCCG
isotig351 100 A A H G Q D S D S D S A G A D E G P A G
isotig351 300 GCCGCACATGGGCAGGACAGCGACAGCGACAGTGCAGGGGCGgACGAGGGGCCTGCAGGA
isotig351 120 A P Q T L V R R R R R R L L D P G E A P
isotig351 360 GCCCCTCAGACCTTGGTCCGGCGGCGGCGCCGGCGGCTGCTGGATCCCGGCGAGGCACCG
isotig351 140 V V P V Y S G K V Q S S L N L I P D N S
isotig351 420 GTGGTTCCTGTGTACTCCGGGAAGGTACAAAGCAGCCTCAACCTCATCCCAGATAATTCA
isotig351 160 S L L K L C P S E P E D E A D V T D C G
isotig351 480 TCCCTCTTGAAACTTTGCCCCTCAGAGCCTGAAGATGAGGCAGATGTGACAGATTGTGGC
isotig351 180 S P P P E D A L I P G S P W K K K L R N
isotig351 540 AGTCCTCCTCCTGAGGATGCCCTAATTCCAGGTTCTCCCTGGAAGAAGAAGCTGAGGAAT
isotig351 200 K H E K E E M K M E E F P D Q D I S P L
isotig351 600 AAGCATGAAAAaGAAGAGATGAAGATGGAAGAGTTtCCGGACCAGGACATCTCTCCTTTG
isotig351 220 P R P S S R N K S R K H T E A L Q K L R
isotig351 660 CCCCGACCTTCATCAAGAAaCAAAAGCAGAAAGCATACCGAGGCACTCCAGAAGTTGAGG
isotig351 240 E V N K R L Q D L R S C L S P K Q H Q S
isotig351 720 GAAGTGAACAAGCGCCTCCAAGATCTCCGATCCTGCCTGAGCCCCAAGCAGCACCAGAGT
isotig351 260 P A L Q N P D D E V V L V D G P V L S Q
isotig351 780 CCAGCCCTTCAGAACCCAGATGATGAGGTGGTCCTCGTGGACGGGCCTGtCTTGTCACAG
isotig351 280 S P R L F T L K I R C R A D L V R L P V
isotig351 840 AGCCCGAGACTCTTCACCCTCAAGATCCGGTGCCGGGCTGACCTAGTCAGATTGCCCGTC
isotig351 300 M T S E P L Q N V V D Y M A N H L G V S
isotig351 900 ATGACATCGGAACCCCTTCAGAATGTGGTGGATTACATGGCCAATCATCTTGGGGTGTCT
isotig351 320 P S R I L L L F G E T E L S P T A T P R
isotig351 960 CCAAGCAGGATTCTTTTACTCTTTGGAGAGACAGAACTGTCCCCTACTGCCACCCCTAGG
isotig351 340 T L K L G V A D I I D C V V L T S S S E
isotig351 1020 ACCCTAAAGCTTGGTGTGGCTGACATCATTGATTGTGTGGTGCTGACAAGTTCTTCAGAG
isotig351 360 A T E T T Q Q L C L R V Q G K E K H Q M
isotig351 1080 GCCACAGAGACAACCCAGCAGCTCTGCCTCCGGGTGCAGGGGAAGGAGAAGCACCAGATG
isotig351 380 L E I S L S P D S P L E V L M A H Y E E
isotig351 1140 TTGGAGATCTCACTCTCTCCTGACTCgCCTCTTGAGGTCCTCATGGCGCACTATGAGGAG
isotig351 400 A M G L S G H K L S F F F D G T K L S G
isotig351 1200 GCCATGGGACTCTCCGGACACAAGCTCTCCTTCTTCTTCGATGGGACAAAGCTGTCGGGC
isotig351 420 K E L P A D L G M E S G D L I E V W G S
isotig351 1260 AAGGAACTGCCAGCTGATCTGGGCATGGAATCCGGGGATCTCATTGAAGTTTGGGGCAGC
isotig351 440 F L L L F G C R A K T W G Q Q L P L L L
isotig351 1320 TTCCTCCTCCTGTTTGGATGCAGAGCCAAGACTTGGGGACAACAGCTCCCACTTTTATTA
isotig351 460 L F F A P G L T E T E L E L V Y L F P A
isotig351 1380 TTATTTTTTGCCCCAGGGCTAACAGAAACCGAATTAGAACTCGTTTATTTATTTCCGGCA
isotig351 480 L G I E P W A V H M L R M C E V E V K P
isotig351 1440 CTGGGGATTGAACCCTGGGCTGTGCATATGCTAAGGATGTGTGAAGTTGAGGTAAAACCA
isotig351 500 R H D L C P V S L T D W L C D C G C P G
isotig351 1500 AGGCATGACCTTTGCCCTGTCTCGTTGACCGATTGGTTGTGTGACTGTGGCTGCCCTGGG
isotig351 520 W P V A V C V G A V D S S S W G M E K G
isotig351 1560 TGGCCTGTGGCTGTGTGTGTTGGTGCTGTGGACAGCAGCTCCTGGGGCATGGAGAAGGGG
isotig351 540 Y W L P Y H F V Q C T N E P C I W V P R
isotig351 1620 TATTGGCTTCCCTACCATTTCGTTCAGTGCACAAATGAGCCTTGCATTTGGGTGCCCAGG
isotig351 560 L V I Y A T L G T N R D F N S H L G A E
isotig351 1680 CTTGTGATTTATGCCACATTGGGGACCAACAGGGATTTTAATTCTCATTTGGGGGCTGAG
isotig351 580 M Q V P S L V G I V G C R E I N K Q H L
isotig351 1740 ATGCAGGTACCTTCCCTGGTGGGGATAGTCGGTTGCAGGGAAATAAACAAGCAACATCTA
isotig351 600 C S G L G R Q W V I F K G Q E W C L Q P
isotig351 1800 TGCAGCGGACTAGGTAGACAGTGGGTAATTTTTAAAGGCCAGGAGTGGTGTCTTCAGCCC
isotig351 620 W A S T L P G L G Q H L V H T S W H A H
isotig351 1860 TGGGCATCCACTCTCCCAGGACTCGGCCAGCATCTGGTACATACTTCCTGGCATGCACAT
isotig351 640 L A T S E H M Q L L S L M F T L V P S S
isotig351 1920 CTAGCCACATCTGAGCACATGCAGCTGTTGAGTTTGATGTTTACTCTAGTTCcGTCCTCC
isotig351 660 R P L L S A P T W Y I C I M S L D D F L
isotig351 1980 CGCCCTCTCCTGTCAGCACCCACTTGGTATATTTGTATCATGTCTTTAGATGATTTTCTG
isotig351 680 N V C D F S V C T W Y C A I D I L S S L
isotig351 2040 AATGTGTGTGATTTTAGTGTATGTACATGGTACTGTGCAATAGACATTCTGTCTTCACTC
isotig351 700 S V S D R L A M L A P S R S V V V P I C
isotig351 2100 AGTGTGAGTGACAGGCTAGCCATGTTAGCACCTTCTAGATCTGTTGTTGTTCCGATCTGC
isotig351 720 C G C P I V A L D D I T H T L P L E G Y
isotig351 2160 TGTGGCTGCCCCATAGTGGCATTAGATGATATTACTCACACATTGCCTTTGGAGGGATAC
isotig351 740 L S R Q L L G T K F Q T T A N I F L C V
isotig351 2220 CTGAGTCGCCAGCTCCTAGGAACCAAATTCCAGACCACAGCAAACATCTTTTTGTGTGTT
isotig351 760 P F W A R V G N C L A Y L P R M G L W V
isotig351 2280 CCCTTCTGGGCCAGGGTAGGTAATTGTCTGGCATACTTGCCCAGGATGGGACTgTGGGTT
isotig351 780 T Q V H F S G F S R V F F R M W T A F L
isotig351 2340 ACGCAGGTTCATTTcTCTGGTTTTTCTAGGgTTTTCTTCAGAATGTGGACTGCTTTTCTT
isotig351 800 G A S L S F S P V F S V V V L S D L P V
isotig351 2400 GGAGCTTCTcTTTCCTTcTCTCCAGTATTTAGTGTTGttgTACTTTCTGATTTGCCAGTC
isotig351 820 Y C V S T A Y L N I L Y L T T I S Y Q C
isotig351 2460 TACTGTGTAAGCACTGCATATCTTAATATCCTTTATCTGACCACCATTTCTTATCAATGT
isotig351 840 P P S G F S L L A A C F L V R L P F V C
isotig351 2520 CCACCTTCTGGTTTTTCTTTGTTAGCTGCTTGTTTTCTTGTGAGGCTTCCTTTTGTGTGT
isotig351 860 F F C E E L L V F A I A N N L Q N S T L
isotig351 2580 TTTTtCTGTGAGGAGTTGCTTGTGTTCgCAATTGCAAATAACCTTCAGAATAGCACTTTG
isotig351 880 C T Q G D F H Q T D I L N F N A D S W L
isotig351 2640 TGTACCCAGGGGGATTTTCACCAAACAGACATTCTTAACTTTAATGCAGACAGCTGGCTT
isotig351 900 L L E R V F C F V F F F F L L L F L L F
isotig351 2700 TTGTTAGAAAGGGTTTTTTGTTTTGTGTTTtTTTTTtttttGCTTTTGTTTTtGcTTTTT
isotig351 920 K G K E R T S R M A G V L A G S L R I A
isotig351 2760 AAGGGAAAAGAAAGAACTTCCAGAATGGCAGGGGTTCTAGCGGGGAGTCTCAGGATTGCT
isotig351 940 T F G S L N L R N F H C L L L A C F F V
isotig351 2820 ACTTTTGGATCTCTAAACTTAAGAAACTTTCATTGTCTTCTGTTAGCTTGCTTTTTTGTT
isotig351 960 L L F L S L I L R P L N E N R V L T D L
isotig351 2880 CTTTTGTTTTTATCTCTCATATTGAGACCACTAAATGAGAATAGAGTTCTAACTGATCTG
isotig351 980 L W C G Y L F T F H S A S H W L Q L D C
isotig351 2940 CTGTGGTGTGGATaCCTGTTCaCTTTCCACTCTGCTTCTCACTGGTTACAGCTAGACTGT
isotig351 1000 T G S L L Y V T S K P S E M H L C V G E
isotig351 3000 ACTGGTTCCCTATTGTATGTtACGTCTAAACCATCTGAAATGCACCTTTGTGTGGGAGAG
isotig351 1020 Q I L L C F N Y N E P V F A L S T K K L
isotig351 3060 CAAATTTTATTGTGTTTTAATTATAATGAGCCAGTTTTCGCTTTGTCTaCTAAAAAATTA
isotig351 1040 I C S L T F T R S M S T S K F F L E Y V
isotig351 3120 ATATGTAGTCTGACTTTCACAAGAAGTATGTCAACTTCTAAATTTTTTTtGGAATATGTT
isotig351 1060 I P L N F N I K F H D I V L P G F S A L
isotig351 3180 ATACCTTTGAATTTTAATATTAAATTCCATGACATAGTACTTCCAGGTTTCTCAGCTCTT
isotig351 1080 V Q L M N L N T L L L C I Q S Q P I K G
isotig351 3240 GTACAATTAATGAATCTGAACACATTaCTATTATGTATTCAATCTCAGCCAATAAAGGGA
isotig351 1100 D A F N 1104
isotig351 3300 GATGCCTTTAAC 3312
""",
)
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[2]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 419], [0, 1257]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M A E P V G K R G R W S G G S G A G R G
ENSG00000 0 ATGGCGGAGCCTGTGGGGAAGCGGGGCCGCTGGTCCGGAGGTAGCGGTGCCGGCCGAGGG
ENSG00000 20 G R G G W G G R G R R P R A Q R S P S R
ENSG00000 60 GGTCGGGGCGGCTGGGGCGGTCGGGGCCGGCGTCCTCGGGCCCAGCGGTCTCCATCCCGG
ENSG00000 40 G T L D V V S V D L V T D S D E E I L E
ENSG00000 120 GGCACGCTGGACGTAGTGTCTGTGGACTTGGTCACCGACAGCGATGAGGAAATTCTGGAG
ENSG00000 60 V A T A R G A A D E V E V E P P E P P G
ENSG00000 180 GTCGCCACCGCTCGCGGTGCCGCGGACGAGGTTGAGGTGGAGCCCCCGGAGCCCCCGGGG
ENSG00000 80 P V A S R D N S N S D S E G E D R R P A
ENSG00000 240 CCGGTCGCGTCCCGGGATAACAGCAACAGTGACAGCGAAGGGGAGGACAGGCGGCCCGCA
ENSG00000 100 G P P R E P V R R R R R L V L D P G E A
ENSG00000 300 GGACCCCCGCGGGAGCCGGTCAGGCGGCGGCGGCGGCTGGTGCTGGATCCGGGGGAGGCG
ENSG00000 120 P L V P V Y S G K V K S S L R L I P D D
ENSG00000 360 CCGCTGGTTCCGGTGTACTCGGGGAAGGTTAAAAGCAGCCTTCGCCTTATCCCAGATGAT
ENSG00000 140 L S L L K L Y P P G D E E E A E L A D S
ENSG00000 420 CTATCCCTCCTGAAACTCTACCCTCCAGGGGATGAGGAAGAGGCAGAGCTGGCAGATTCG
ENSG00000 160 S G L Y H E G S P S P G S P W K T K L R
ENSG00000 480 AGTGGTCTCTACCATGAGGGCTCCCCATCACCAGGCTCTCCCTGGAAGACAAAGCTGAGG
ENSG00000 180 T K D K E E K K K T E F L D L D N S P L
ENSG00000 540 ACTAAGGATAAAGAAGAGAAGAAAAAGACAGAGTTTCTGGATCTGGACAACTCTCCTCTG
ENSG00000 200 S P P S P R T K S R T H T R A L K K L S
ENSG00000 600 TCCCCACCTTCACCAAGGACCAAAAGCAGAACGCATACTCGGGCACTCAAGAAGTTAAGT
ENSG00000 220 E V N K R L Q D L R S C L S P K P P Q G
ENSG00000 660 GAGGTGAACAAGCGCCTCCAGGATCTCCGTTCCTGTCTGAGCCCCAAGCCACCTCAGGGT
ENSG00000 240 Q E Q Q G Q E D E V V L V E G P T L P E
ENSG00000 720 CAAGAGCAACAGGGCCAAGAGGATGAAGTGGTCTTGGTGGAAGGGCCCACCCTCCCAGAG
ENSG00000 260 T P R L F P L K I R C R A D L V R L P L
ENSG00000 780 ACCCCCCGACTCTTCCCACTCAAAATCCGTTGCCGGGCTGACCTGGTCAGATTGCCCCTC
ENSG00000 280 R M S E P L Q S V V D H M A T H L G V S
ENSG00000 840 AGGATGTCGGAGCCCCTGCAGAGTGTGGTGGACCACATGGCCACCCACCTTGGGGTGTCC
ENSG00000 300 P S R I L L L F G E T E L S P T A T P R
ENSG00000 900 CCAAGCAGGATCCTTTTGCTTTTTGGAGAGACAGAGCTATCACCTACTGCCACTCCCAGG
ENSG00000 320 T L K L G V A D I I D C V V L T S S P E
ENSG00000 960 ACCCTAAAGCTCGGAGTGGCTGACATCATTGACTGTGTGGTACTAACAAGTTCTCCAGAG
ENSG00000 340 A T E T S Q Q L Q L R V Q G K E K H Q T
ENSG00000 1020 GCCACAGAGACGTCCCAACAGCTCCAGCTCCGGGTGCAGGGAAAGGAGAAACACCAGACA
ENSG00000 360 L E V S L S R D S P L K T L M S H Y E E
ENSG00000 1080 CTGGAAGTCTCACTGTCTCGAGATTCCCCTCTAAAGACCCTCATGTCCCACTATGAGGAG
ENSG00000 380 A M G L S G R K L S F F F D G T K L S G
ENSG00000 1140 GCCATGGGACTGTCGGGACGGAAGCTCTCCTTCTTCTTTGATGGGACAAAGCTTTCAGGC
ENSG00000 400 R E L P A D L G M E S G D L I E V W G
ENSG00000 1200 AGGGAGCTGCCAGCTGACCTGGGCATGGAATCTGGGGACCTCATTGAGGTCTGGGGC
ENSG00000 419
ENSG00000 1257
""",
)
alignment = protein_alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[ 0, 72, 255, 255, 603, 606, 1317, 1530,
1530, 1737, 1737, 1902, 1902, 1926, 1926, 2031,
2088, 2343, 2346, 2418, 2442, 2556, 2562, 2763,
2784, 2853, 2859, 3165, 3165, 3282, 3282],
[ 0, 72, 255, 255, 603, 606, 1317, 1530,
1569, 1776, 1821, 1986, 1992, 2016, 2031, 2136,
2136, 2391, 2391, 2463, 2463, 2577, 2577, 2778,
2778, 2847, 2847, 3153, 3162, 3279, 3312],
[ 0, 0, 183, 198, 546, 546, 1257, 1257,
1257, 1257, 1257, 1257, 1257, 1257, 1257, 1257,
1257, 1257, 1257, 1257, 1257, 1257, 1257, 1257,
1257, 1257, 1257, 1257, 1257, 1257, 1257]])
# fmt: on
)
)
self.assertEqual(
format(alignment, "clustal"),
"""\
isotig35100 GAAAGGCAGGGTCGctGGTGCGTGCCCGGCGAGGCTGTGGAGGCCcgTGT
isotig35101 GAAAGGCAGGGTCGctGGTGCGTGCCCGGCGAGGCTGTGGAGGCCcgTGT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTCTAGAAGCTGTGTGAGAGAGATGGCGGAACCCGGGAGGAGACGGGGTC
isotig35101 GTCTAGAAGCTGTGTGAGAGAGATGGCGGAACCCGGGAGGAGACGGGGTC
ENSG00000176953:ENST0000032080 ----------------------ATGGCGGAGCCTGTGGGGAAGCGGGGCC
isotig35100 CGAGGTCCCGCGGTGGCGGCGCCGGCCGAGGCgCTCGAAGAGCCCGGGTC
isotig35101 CGAGGTCCCGCGGTGGCGGCGCCGGCCGAGGCgCTCGAAGAGCCCGGGTC
ENSG00000176953:ENST0000032080 GCTGGTCCGGAGGTAGCGGTGCCGGCCGAGGGGGTCGGGGCGGCTGGGGC
isotig35100 GCCCGTGGCCGGCGTCCTCGCGCCCCGCAGTCTCTGTCCCGGCTCATTCC
isotig35101 GCCCGTGGCCGGCGTCCTCGCGCCCCGCAGTCTCTGTCCCGGCTCATTCC
ENSG00000176953:ENST0000032080 GGTCGGGGCCGGCGTCCTCGGGCCCAGCGGTCTCCATCCCGGGGCACGCT
isotig35100 AGACACGGTGCTTGTGGACTTGGTCAGTGACAGCGACGAGGAGATCCTGG
isotig35101 AGACACGGTGCTTGTGGACTTGGTCAGTGACAGCGACGAGGAGATCCTGG
ENSG00000176953:ENST0000032080 GGACGTAGTGTCTGTGGACTTGGTCACCGACAGCGATGAGGAAATTCTGG
isotig35100 AAGTC---------------GTCGCGGACCCGGTAGAAGCGCCCGCCGCC
isotig35101 AAGTC---------------GTCGCGGACCCGGTAGAAGCGCCCGCCGCC
ENSG00000176953:ENST0000032080 AGGTCGCCACCGCTCGCGGTGCCGCGGACGAGGTTGAGGTGGAGCCCCCG
isotig35100 CGGGCcCCcGCGCCGGCCGCACATGGGCAGGACAGCGACAGCGACAGTGC
isotig35101 CGGGCcCCcGCGCCGGCCGCACATGGGCAGGACAGCGACAGCGACAGTGC
ENSG00000176953:ENST0000032080 GAGCCCCCGGGGCCGGTCGCGTCCCGGGATAACAGCAACAGTGACAGCGA
isotig35100 AGGGGCGgACGAGGGGCCTGCAGGAGCCCCTCAGACCTTGGTCCGGCGGC
isotig35101 AGGGGCGgACGAGGGGCCTGCAGGAGCCCCTCAGACCTTGGTCCGGCGGC
ENSG00000176953:ENST0000032080 AGGGGAGGACAGGCGGCCCGCAGGACCCCCGCGGGAGCCGGTCAGGCGGC
isotig35100 GGCGCCGGCGGCTGCTGGATCCCGGCGAGGCACCGGTGGTTCCTGTGTAC
isotig35101 GGCGCCGGCGGCTGCTGGATCCCGGCGAGGCACCGGTGGTTCCTGTGTAC
ENSG00000176953:ENST0000032080 GGCGGCGGCTGGTGCTGGATCCGGGGGAGGCGCCGCTGGTTCCGGTGTAC
isotig35100 TCCGGGAAGGTACAAAGCAGCCTCAACCTCATCCCAGATAATTCATCCCT
isotig35101 TCCGGGAAGGTACAAAGCAGCCTCAACCTCATCCCAGATAATTCATCCCT
ENSG00000176953:ENST0000032080 TCGGGGAAGGTTAAAAGCAGCCTTCGCCTTATCCCAGATGATCTATCCCT
isotig35100 CTTGAAACTTTGCCCCTCAGAGCCTGAAGATGAGGCAGATGTGACAGATT
isotig35101 CTTGAAACTTTGCCCCTCAGAGCCTGAAGATGAGGCAGATGTGACAGATT
ENSG00000176953:ENST0000032080 CCTGAAACTCTACCCTCCAGGGGATGAGGAAGAGGCAGAGCTGGCAGATT
isotig35100 GTGGCAGTCCTCCTCCTGAGGATGCCCTAATTCCAGGTTCTCCCTGGAAG
isotig35101 GTGGCAGTCCTCCTCCTGAGGATGCCCTAATTCCAGGTTCTCCCTGGAAG
ENSG00000176953:ENST0000032080 CGAGTGGTCTCTACCATGAGGGCTCCCCATCACCAGGCTCTCCCTGGAAG
isotig35100 AAGAAGCTGAGGAATAAGCATGAAAAaGAAGAGATGAAGATGGAAGAGTT
isotig35101 AAGAAGCTGAGGAATAAGCATGAAAAaGAAGAGATGAAGATGGAAGAGTT
ENSG00000176953:ENST0000032080 ACAAAGCTGAGGACTAAG---GATAAAGAAGAGAAGAAAAAGACAGAGTT
isotig35100 tCCGGACCAGGACATCTCTCCTTTGCCCCGACCTTCATCAAGAAaCAAAA
isotig35101 tCCGGACCAGGACATCTCTCCTTTGCCCCGACCTTCATCAAGAAaCAAAA
ENSG00000176953:ENST0000032080 TCTGGATCTGGACAACTCTCCTCTGTCCCCACCTTCACCAAGGACCAAAA
isotig35100 GCAGAAAGCATACCGAGGCACTCCAGAAGTTGAGGGAAGTGAACAAGCGC
isotig35101 GCAGAAAGCATACCGAGGCACTCCAGAAGTTGAGGGAAGTGAACAAGCGC
ENSG00000176953:ENST0000032080 GCAGAACGCATACTCGGGCACTCAAGAAGTTAAGTGAGGTGAACAAGCGC
isotig35100 CTCCAAGATCTCCGATCCTGCCTGAGCCCCAAGCAGCACCAGAGTCCAGC
isotig35101 CTCCAAGATCTCCGATCCTGCCTGAGCCCCAAGCAGCACCAGAGTCCAGC
ENSG00000176953:ENST0000032080 CTCCAGGATCTCCGTTCCTGTCTGAGCCCCAAGCCACCTCAGGGTCAAGA
isotig35100 CCTTCAGAACCCAGATGATGAGGTGGTCCTCGTGGACGGGCCTGtCTTGT
isotig35101 CCTTCAGAACCCAGATGATGAGGTGGTCCTCGTGGACGGGCCTGtCTTGT
ENSG00000176953:ENST0000032080 GCAACAGGGCCAAGAGGATGAAGTGGTCTTGGTGGAAGGGCCCACCCTCC
isotig35100 CACAGAGCCCGAGACTCTTCACCCTCAAGATCCGGTGCCGGGCTGACCTA
isotig35101 CACAGAGCCCGAGACTCTTCACCCTCAAGATCCGGTGCCGGGCTGACCTA
ENSG00000176953:ENST0000032080 CAGAGACCCCCCGACTCTTCCCACTCAAAATCCGTTGCCGGGCTGACCTG
isotig35100 GTCAGATTGCCCGTCATGACATCGGAACCCCTTCAGAATGTGGTGGATTA
isotig35101 GTCAGATTGCCCGTCATGACATCGGAACCCCTTCAGAATGTGGTGGATTA
ENSG00000176953:ENST0000032080 GTCAGATTGCCCCTCAGGATGTCGGAGCCCCTGCAGAGTGTGGTGGACCA
isotig35100 CATGGCCAATCATCTTGGGGTGTCTCCAAGCAGGATTCTTTTACTCTTTG
isotig35101 CATGGCCAATCATCTTGGGGTGTCTCCAAGCAGGATTCTTTTACTCTTTG
ENSG00000176953:ENST0000032080 CATGGCCACCCACCTTGGGGTGTCCCCAAGCAGGATCCTTTTGCTTTTTG
isotig35100 GAGAGACAGAACTGTCCCCTACTGCCACCCCTAGGACCCTAAAGCTTGGT
isotig35101 GAGAGACAGAACTGTCCCCTACTGCCACCCCTAGGACCCTAAAGCTTGGT
ENSG00000176953:ENST0000032080 GAGAGACAGAGCTATCACCTACTGCCACTCCCAGGACCCTAAAGCTCGGA
isotig35100 GTGGCTGACATCATTGATTGTGTGGTGCTGACAAGTTCTTCAGAGGCCAC
isotig35101 GTGGCTGACATCATTGATTGTGTGGTGCTGACAAGTTCTTCAGAGGCCAC
ENSG00000176953:ENST0000032080 GTGGCTGACATCATTGACTGTGTGGTACTAACAAGTTCTCCAGAGGCCAC
isotig35100 AGAGACAACCCAGCAGCTCTGCCTCCGGGTGCAGGGGAAGGAGAAGCACC
isotig35101 AGAGACAACCCAGCAGCTCTGCCTCCGGGTGCAGGGGAAGGAGAAGCACC
ENSG00000176953:ENST0000032080 AGAGACGTCCCAACAGCTCCAGCTCCGGGTGCAGGGAAAGGAGAAACACC
isotig35100 AGATGTTGGAGATCTCACTCTCTCCTGACTCtCCTCTTGAGGTCCTCATG
isotig35101 AGATGTTGGAGATCTCACTCTCTCCTGACTCgCCTCTTGAGGTCCTCATG
ENSG00000176953:ENST0000032080 AGACACTGGAAGTCTCACTGTCTCGAGATTCCCCTCTAAAGACCCTCATG
isotig35100 GCGCACTATGAGGAGGCCATGGGACTCTCCGGACACAAGCTCTCCTTCTT
isotig35101 GCGCACTATGAGGAGGCCATGGGACTCTCCGGACACAAGCTCTCCTTCTT
ENSG00000176953:ENST0000032080 TCCCACTATGAGGAGGCCATGGGACTGTCGGGACGGAAGCTCTCCTTCTT
isotig35100 CTTCGATGGGACAAAGCTGTCGGGCAAGGAGCTGCCAGCTGATCTGGGCA
isotig35101 CTTCGATGGGACAAAGCTGTCGGGCAAGGAACTGCCAGCTGATCTGGGCA
ENSG00000176953:ENST0000032080 CTTTGATGGGACAAAGCTTTCAGGCAGGGAGCTGCCAGCTGACCTGGGCA
isotig35100 TGGAATCCGGGGATCTCATTGAAGTTTGGGGCAGCTTCCTCCTCCTGTTT
isotig35101 TGGAATCCGGGGATCTCATTGAAGTTTGGGGCAGCTTCCTCCTCCTGTTT
ENSG00000176953:ENST0000032080 TGGAATCTGGGGACCTCATTGAGGTCTGGGGC------------------
isotig35100 GGATGCAGAGCCAAGACTTGGGGACAACAGCTCCCACTTTtATTATTATT
isotig35101 GGATGCAGAGCCAAGACTTGGGGACAACAGCTCCCACTTTTATTATTATT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TTTtGCCCcAGGGCTAACAGAAACCGAATTAGAACTCGTTTATTTATTTC
isotig35101 TTTTGCCCCAGGGCTAACAGAAACCGAATTAGAACTCGTTTATTTATTTC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CGGCACTGGGGATTGAACCCAGGGCTGTGCATATGCTAAGGATGTGTGAA
isotig35101 CGGCACTGGGGATTGAACCCTGGGCTGTGCATATGCTAAGGATGTGTGAA
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTTGAGGTAAAaCCAAGGCATGACCTTTGCCcTGTCTCGTTGACC-----
isotig35101 GTTGAGGTAAAACCAAGGCATGACCTTTGCCCTGTCTCGTTGACCGATTG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 ----------------------------------GTAGTCTCAAGCGGTC
isotig35101 GTTGTGTGACTGTGGCTGCCCTGGGTGGCCTGTGGCTGTGTGTGTTGGTG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TGATTGGTAATTGTGTGACTGTGGCTGCCCTGGGTGgCCTGTGGCTGTGT
isotig35101 CTGTGGACAGCAGCTCCTGGGGCATGGAGAAGGGGTATTGGCTTCCCTAC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTGTTGGTGCTGTGTACAGCAGCTCCTGGGGCATGGAGAAGGGGTATTGG
isotig35101 CATTTCGTTCAGTGCACAAATGAGCCTTGCATTTGGGTGCCCAGGCTTGT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CTTCCCTACCATTTCGTTCAGTAGTGCACAAATGAGCCTTGCATTTGGGT
isotig35101 GATTTATGCCACATTGGGGACCAACAGGGATTTTAATTCTCATTTGGGGG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GCCCAGGCTTGTTTATGCCACATTGGGGACCAACAGGGATT---------
isotig35101 CTGAGATGCAGGTACCTTCCCTGGTGGGGATAGTCGGTTGCAGGGAAATA
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 ------------------------------------TTAATTCTCATTTG
isotig35101 AACAAGCAACATCTATGCAGCGGACTAGGTAGACAGTGGGTAATTTTTAA
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GGGGCTGAGATGCAGGTACCTTCCCTGGTGGGGATCGGTTGCAGGGAAAA
isotig35101 AGGCCAGGAGTGGTGTCTTCAGCCCTGGGCATCCACTCTCCCAGGACTCG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CAAGCAATGACATCTATGCTGAAGCTGAGGACGTAGACAGTGGGTTTTTA
isotig35101 GCCAGCATCTGGTACATACTTCCTGGCATGCACATCTAGCCACATCTGAG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 AAGGCTAACAGGAGTGGTGTCTTCAGCCCTGGGCATCCACTCTCCCAGGA
isotig35101 CACATGCAGCTGTTGAGTTTGATGTTTACTCTAGTTCcGTCCTCCCGCCC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 C------TCGGCCAGCATCTGGTACATACTT---------------CCTG
isotig35101 TCTCCTGTCAGCACCCACTTGGTATATTTGTATCATGTCTTTAGATGATT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GCATGCACATCCCACATCTGAGCACATGCAGCTGTGTTTGTTTACTCTTC
isotig35101 TTCTGAATGTGTGTGATTTTAGTGTATGTACATGGTACTGTGCAATAGAC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 cGTCCTCCCGCCCTCTCCTGTCAGCACCCACTTGGTATATTTGTATCTGA
isotig35101 ATTCTGTCTTCACTCAGTGTGAGTGACAGGCTAGCCATGTTAGCACCTTC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 ATGTCTTTATAAGATGATTTTCATGTGTGTGATTTTAGTGTATGTACATG
isotig35101 T-------------------------------------------------
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTACTGTGCAAACATTCTGTCTTCACTCAGTGGTGACAGGCCCATGTCAC
isotig35101 --------AGATCTGTTGTTGTTCCGATCTGCTGTGGCTGCCCCATAGTG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CTTCTAGATCTGTTGTTGTTCCGATCTGCTGTGGCTGCCCCATGGCATAT
isotig35101 GCATTAGATGATATTACTCACACATTGCCTTTGGAGGGATACCTGAGTCG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GATATTACTCACACATTGCCTTAATTGGAGGGATACCGTCGCCAGCTCCG
isotig35101 CCAGCTCCTAGGAACCAAATTCCAGACCACAGCAAACATCTTTTTGTGTG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 AACCAAATTCCAGACCACAGCAAACATCTTTTTGTGTGTTCCCTTCTGGG
isotig35101 TTCCCTTCTGGGCCAGGGTAGGTAATTGTCTGGCATACTTGCCCAGGATG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CCAGGGGTAATTGTCTGGCATACTTGCCCAGGATGGGACTgTGGGTTACG
isotig35101 GGACTgTGGGTTACGCAGGTTCATTTcTCTGGTTTTTCTAGGgTTTTCTT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CAGGTTCATTTcTCTGGTTTTTCTAGGgTTTTCTTCAGAATGTGGACTGC
isotig35101 CAGAATGTGGACT---GCTTTTCTTGGAGCTTCTcTTTCCTTcTCTCCAG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TTTTCTTGGAGCTTCTcTTTCCTTcTCTTGACCAGTATTTAGTGTTGttg
isotig35101 TATTTAGTGTTGttgTACTTTCTGATTTGCCAGTCTAC------------
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TACTTTCTGATTTGCCAGTCTACTGTGTATAAAGCACTGCATATCTTAAT
isotig35101 ------------TGTGTAAGCACTGCATATCTTAATATCCTTTATCTGAC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 ATCCTTTATCCCACCATTTCTTATCAATGTCCACCTTCTGGTTTTTCTTT
isotig35101 CACCATTTCTTATCAATGTCCACCTTCTGGTTTTTCTTTGTTAGCTGCTT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTCTGCTTGTTTTCTTGGGCTTCCTTTTGTGTGTTTTTtCTGTGAGGAGT
isotig35101 GTTTTCTTGTGAGGCTTCCTTTTGTG------TGTTTTTtCTGTGAGGAG
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TGCTTGTGTTCTaGgCAATTGCAAATAACCTTCAGAATAGCACTTTGTGT
isotig35101 TTGCTTGTGTTCgCAATTGCAAATAACCTTCAGAATAGCACTTTGTGTAC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 ACCCAGGGGGATTTTCACCAAACAGACATTCTTAACTTTAATGCAGACAG
isotig35101 CCAGGGGGATTTTCACCAAACAGACATTCTTAACTTTAATGCAGACAGCT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CTGGCTTTTGTAAAGGGTTTTTTGTTTTGTGTTTtTTTTTtttttGCTTT
isotig35101 GGCTTTTGTTAGAAAGGGTTTTTTGTTTTGTGTTTtTTTTTtttttGCTT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TGTTTTtGcTTTTTAAGGGAAAATGAGAAAGAACTTCCAGAATGGCAGGG
isotig35101 TTGTTTTtGcTTTTTAAGGGAAAAGAAAGAACT-----------------
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTTCCGGGGAGTCTCAGGATTGCTACTTTTGGATCTCACTAGTGAAACTT
isotig35101 ----TCCAGAATGGCAGGGGTTCTAGCGGGGAGTCTCAGGATTGCTACTT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TCATTGTCTTCTGTCTTGCTAGTTTTTTGTTCTTTTGTTTTTATCTCTCA
isotig35101 TTGGATCTCTAAACTTAAGAAAC------TTTCATTGTCTTCTGTTAGCT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TATGACCACATGAGAATAGAGTTCCTGATCTGCTGTGGTGTGGATaCTGA
isotig35101 TGCTTTTTTGTTCTTTTGTTTTTATCTCTCATATTGAGACCACTAAATGA
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 CTGTTCTGAaCTTTCCACTCTGCTTCTCACTGGTTACAGCACTGTACTGG
isotig35101 GAATAGAGTTCTAACTGATCTGCTGTGGTGTGGATaCCTGTTCaCTTTCC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TTCCTGACTATTGTATGTtACGTCTAAACCATCTGAAATGCACCTTTGTG
isotig35101 ACTCTGCTTCTCACTGGTTACAGCTAGACTGTACTGGTTCCCTATTGTAT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TGGGAGAGCAAATTTTATTGTGTTTTAATTATAATGAGCCAGTTTTCtAA
isotig35101 GTtACGTCTAAACCATCTGAAATGCACCTTTGTGTGGGAGAGCAAATTTT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GCTTTGTCTaCTAAAAAATTATGTAGTCCTTTCACAAGAAGTATGTCAAC
isotig35101 ATTGTGTTTTAATTATAATGAGCCAGTTTTCGCTTTGTCTaCTAAAAAAT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TTCTtAAAAATTTTTTTtGtGAGAATATGTTATAC---------CTTATT
isotig35101 TAATATGTAGTCTGACTTTCACAAGAAGTATGTCAACTTCTAAATTTTTT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 TTAATATTTAAAAATTCCATGACATATAGCTTCCAGGTTTCTCAGCTCTT
isotig35101 TtGGAATATGTTATACCTTTGAATTTTAATATTAAATTCCATGACATAGT
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 GTATGACAATATCACACATTaCTATTATGTATTCAATCTCAGCCAAAGGG
isotig35101 ACTTCCAGGTTTCTCAGCTCTTGTACAATTAATGAATCTGAACACATTaC
ENSG00000176953:ENST0000032080 --------------------------------------------------
isotig35100 AGATGCCTTTA---------------------------------
isotig35101 TATTATGTATTCAATCTCAGCCAATAAAGGGAGATGCCTTTAAC
ENSG00000176953:ENST0000032080 --------------------------------------------
""",
)
def test3(self):
aligner = CodonAligner()
nucleotide_records = SeqIO.index("codonalign/nucl3.fa", "fasta")
protein_alignment = Align.read("codonalign/pro3.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 10)
codon_alignments = []
protein_record = protein_alignment.sequences[0]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[1]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[2]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[3]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[4]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 737], [0, 2211]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M E Q F R H L P M P F H W K Q E E L K F
ENSG00000 0 ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGGAAGCAGGAAGAACTCAAGTTT
ENSG00000 20 K T G L R R L Q H R V G E I H L L R E A
ENSG00000 60 AAGACAGGCTTGCGGAGGCTGCAGCACCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCC
ENSG00000 40 L Q K G A E A G Q V S L H S L I E T P A
ENSG00000 120 CTGCAGAAGGGGGCTGAGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCT
ENSG00000 60 N G T G P S E A L A M L L Q E T T G E L
ENSG00000 180 AATGGGACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGAGCTA
ENSG00000 80 E A A K A L V L K R I Q I W K R Q Q Q L
ENSG00000 240 GAGGCAGCCAAAGCCCTAGTGCTGAAGAGGATCCAGATTTGGAAACGGCAGCAGCAGCTG
ENSG00000 100 A G N G A P F E E S L A P L Q E R C E S
ENSG00000 300 GCAGGGAATGGCGCACCGTTTGAGGAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGC
ENSG00000 120 L V D I Y S Q L Q Q E V G A A G G E L E
ENSG00000 360 CTGGTGGACATTTATTCCCAGCTACAGCAGGAGGTAGGGGCGGCTGGTGGGGAGCTTGAG
ENSG00000 140 P K T R A S L T G R L D E V L R T L V T
ENSG00000 420 CCCAAGACCCGGGCATCGCTGACTGGCCGGCTGGATGAAGTCCTGAGAACCCTCGTCACC
ENSG00000 160 S C F L V E K Q P P Q V L K T Q T K F Q
ENSG00000 480 AGTTGCTTCCTGGTGGAGAAGCAGCCCCCCCAGGTACTGAAGACTCAGACCAAGTTCCAG
ENSG00000 180 A G V R F L L G L R F L G A P A K P P L
ENSG00000 540 GCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTCCTGGGGGCCCCAGCCAAGCCTCCGCTG
ENSG00000 200 V R A D M V T E K Q A R E L S V P Q G P
ENSG00000 600 GTCAGGGCCGACATGGTGACAGAGAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCT
ENSG00000 220 G A G A E S T G E I I N N T V P L E N S
ENSG00000 660 GGGGCTGGAGCAGAAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGC
ENSG00000 240 I P G N C C S A L F K N L L L K K I K R
ENSG00000 720 ATTCCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGATCAAGCGG
ENSG00000 260 C E R K G T E S V T E E K C A V L F S A
ENSG00000 780 TGTGAGCGGAAGGGCACTGAGTCTGTCACAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCC
ENSG00000 280 S F T L G P G K L P I Q L Q A L S L P L
ENSG00000 840 AGCTTCACACTTGGCCCCGGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTG
ENSG00000 300 V V I V H G N Q D N N A K A T I L W D N
ENSG00000 900 GTGGTCATCGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACAAT
ENSG00000 320 A F S E M D R V P F V V A E R V P W E K
ENSG00000 960 GCCTTCTCTGAGATGGACCGCGTGCCCTTTGTGGTGGCTGAGCGGGTGCCCTGGGAGAAG
ENSG00000 340 M C E T L N L K F M A E V G T N R G L L
ENSG00000 1020 ATGTGTGAAACTCTGAACCTGAAGTTCATGGCTGAGGTGGGGACCAACCGGGGGCTGCTC
ENSG00000 360 P E H F L F L A Q K I F N D N S L S M E
ENSG00000 1080 CCAGAGCACTTCCTCTTCCTGGCCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAG
ENSG00000 380 A F Q H R S V S W S Q F N K E I L L G R
ENSG00000 1140 GCCTTCCAGCACCGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGT
ENSG00000 400 G F T F W Q W F D G V L D L T K R C L R
ENSG00000 1200 GGCTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCTGTCTCCGG
ENSG00000 420 S Y W S D R L I I G F I S K Q Y V T S L
ENSG00000 1260 AGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAACAGTACGTTACTAGCCTT
ENSG00000 440 L L N E P D G T F L L R F S D S E I G G
ENSG00000 1320 CTTCTCAATGAGCCCGACGGAACCTTTCTCCTCCGCTTCAGCGACTCAGAGATTGGGGGC
ENSG00000 460 I T I A H V I R G Q D G S P Q I E N I Q
ENSG00000 1380 ATCACCATTGCCCATGTCATCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAG
ENSG00000 480 P F S A K D L S I R S L G D R I R D L A
ENSG00000 1440 CCATTCTCTGCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGATCTTGCT
ENSG00000 500 Q L K N L Y P K K P K D E A F R S H Y K
ENSG00000 1500 CAGCTCAAAAATCTCTATCCCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTACAAG
ENSG00000 520 P E Q M G K D G R G Y V P A T I K M T V
ENSG00000 1560 CCTGAACAGATGGGTAAGGATGGCAGGGGTTATGTCCCAGCTACCATCAAGATGACCGTG
ENSG00000 540 E R D Q P L P T P E L Q M P T M V P S Y
ENSG00000 1620 GAAAGGGACCAACCACTTCCTACCCCAGAGCTCCAGATGCCTACCATGGTGCCTTCTTAT
ENSG00000 560 D L G M A P D S S M S M Q L G P D M V P
ENSG00000 1680 GACCTTGGAATGGCCCCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCC
ENSG00000 580 Q V Y P P H S H S I P P Y Q G L S P E E
ENSG00000 1740 CAGGTGTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAGAAGAA
ENSG00000 600 S V N V L S A F Q E P H L Q M P P S L G
ENSG00000 1800 TCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATGCCCCCCAGCCTGGGC
ENSG00000 620 Q M S L P F D Q P H P Q G L L P C Q P Q
ENSG00000 1860 CAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCAGGGCCTGCTGCCGTGCCAGCCTCAG
ENSG00000 640 E H A V S S P D P L L C S D V T M V E D
ENSG00000 1920 GAGCATGCTGTGTCCAGCCCTGACCCCCTGCTCTGCTCAGATGTGACCATGGTGGAAGAC
ENSG00000 660 S C L S Q P V T A F P Q G T W I G E D I
ENSG00000 1980 AGCTGCCTGAGCCAGCCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATA
ENSG00000 680 F P P L L P P T E Q D L T K L L L E G Q
ENSG00000 2040 TTCCCTCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGGGGCAA
ENSG00000 700 G E S G G G S L G A Q P L L Q P S H Y G
ENSG00000 2100 GGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAGCCCTCCCACTATGGG
ENSG00000 720 Q S G I S M S H M D L R A N P S W 737
ENSG00000 2160 CAATCTGGGATCTCAATGTCCCACATGGACCTAAGGGCCAACCCCAGTTGG 2211
""",
)
protein_record = protein_alignment.sequences[5]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 737], [0, 2211]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M E Q F R H L P M P F H W K Q E E L K F
ENSG00000 0 ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGGAAGCAGGAAGAACTCAAGTTT
ENSG00000 20 K T G L R R L Q H R V G E I H L L R E A
ENSG00000 60 AAGACAGGCTTGCGGAGGCTGCAGCACCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCC
ENSG00000 40 L Q K G A E A G Q V S L H S L I E T P A
ENSG00000 120 CTGCAGAAGGGGGCTGAGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCT
ENSG00000 60 N G T G P S E A L A M L L Q E T T G E L
ENSG00000 180 AATGGGACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGAGCTA
ENSG00000 80 E A A K A L V L K R I Q I W K R Q Q Q L
ENSG00000 240 GAGGCAGCCAAAGCCCTAGTGCTGAAGAGGATCCAGATTTGGAAACGGCAGCAGCAGCTG
ENSG00000 100 A G N G A P F E E S L A P L Q E R C E S
ENSG00000 300 GCAGGGAATGGCGCACCGTTTGAGGAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGC
ENSG00000 120 L V D I Y S Q L Q Q E V G A A G G E L E
ENSG00000 360 CTGGTGGACATTTATTCCCAGCTACAGCAGGAGGTAGGGGCGGCTGGTGGGGAGCTTGAG
ENSG00000 140 P K T R A S L T G R L D E V L R T L V T
ENSG00000 420 CCCAAGACCCGGGCATCGCTGACTGGCCGGCTGGATGAAGTCCTGAGAACCCTCGTCACC
ENSG00000 160 S C F L V E K Q P P Q V L K T Q T K F Q
ENSG00000 480 AGTTGCTTCCTGGTGGAGAAGCAGCCCCCCCAGGTACTGAAGACTCAGACCAAGTTCCAG
ENSG00000 180 A G V R F L L G L R F L G A P A K P P L
ENSG00000 540 GCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTCCTGGGGGCCCCAGCCAAGCCTCCGCTG
ENSG00000 200 V R A D M V T E K Q A R E L S V P Q G P
ENSG00000 600 GTCAGGGCCGACATGGTGACAGAGAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCT
ENSG00000 220 G A G A E S T G E I I N N T V P L E N S
ENSG00000 660 GGGGCTGGAGCAGAAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGC
ENSG00000 240 I P G N C C S A L F K N L L L K K I K R
ENSG00000 720 ATTCCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGATCAAGCGG
ENSG00000 260 C E R K G T E S V T E E K C A V L F S A
ENSG00000 780 TGTGAGCGGAAGGGCACTGAGTCTGTCACAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCC
ENSG00000 280 S F T L G P G K L P I Q L Q A L S L P L
ENSG00000 840 AGCTTCACACTTGGCCCCGGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTG
ENSG00000 300 V V I V H G N Q D N N A K A T I L W D N
ENSG00000 900 GTGGTCATCGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACAAT
ENSG00000 320 A F S E M D R V P F V V A E R V P W E K
ENSG00000 960 GCCTTCTCTGAGATGGACCGCGTGCCCTTTGTGGTGGCTGAGCGGGTGCCCTGGGAGAAG
ENSG00000 340 M C E T L N L K F M A E V G T N R G L L
ENSG00000 1020 ATGTGTGAAACTCTGAACCTGAAGTTCATGGCTGAGGTGGGGACCAACCGGGGGCTGCTC
ENSG00000 360 P E H F L F L A Q K I F N D N S L S M E
ENSG00000 1080 CCAGAGCACTTCCTCTTCCTGGCCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAG
ENSG00000 380 A F Q H R S V S W S Q F N K E I L L G R
ENSG00000 1140 GCCTTCCAGCACCGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGT
ENSG00000 400 G F T F W Q W F D G V L D L T K R C L R
ENSG00000 1200 GGCTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCTGTCTCCGG
ENSG00000 420 S Y W S D R L I I G F I S K Q Y V T S L
ENSG00000 1260 AGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAACAGTACGTTACTAGCCTT
ENSG00000 440 L L N E P D G T F L L R F S D S E I G G
ENSG00000 1320 CTTCTCAATGAGCCCGACGGAACCTTTCTCCTCCGCTTCAGCGACTCAGAGATTGGGGGC
ENSG00000 460 I T I A H V I R G Q D G S P Q I E N I Q
ENSG00000 1380 ATCACCATTGCCCATGTCATCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAG
ENSG00000 480 P F S A K D L S I R S L G D R I R D L A
ENSG00000 1440 CCATTCTCTGCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGATCTTGCT
ENSG00000 500 Q L K N L Y P K K P K D E A F R S H Y K
ENSG00000 1500 CAGCTCAAAAATCTCTATCCCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTACAAG
ENSG00000 520 P E Q M G K D G R G Y V P A T I K M T V
ENSG00000 1560 CCTGAACAGATGGGTAAGGATGGCAGGGGTTATGTCCCAGCTACCATCAAGATGACCGTG
ENSG00000 540 E R D Q P L P T P E L Q M P T M V P S Y
ENSG00000 1620 GAAAGGGACCAACCACTTCCTACCCCAGAGCTCCAGATGCCTACCATGGTGCCTTCTTAT
ENSG00000 560 D L G M A P D S S M S M Q L G P D M V P
ENSG00000 1680 GACCTTGGAATGGCCCCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCC
ENSG00000 580 Q V Y P P H S H S I P P Y Q G L S P E E
ENSG00000 1740 CAGGTGTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAGAAGAA
ENSG00000 600 S V N V L S A F Q E P H L Q M P P S L G
ENSG00000 1800 TCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATGCCCCCCAGCCTGGGC
ENSG00000 620 Q M S L P F D Q P H P Q G L L P C Q P Q
ENSG00000 1860 CAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCAGGGCCTGCTGCCGTGCCAGCCTCAG
ENSG00000 640 E H A V S S P D P L L C S D V T M V E D
ENSG00000 1920 GAGCATGCTGTGTCCAGCCCTGACCCCCTGCTCTGCTCAGATGTGACCATGGTGGAAGAC
ENSG00000 660 S C L S Q P V T A F P Q G T W I G E D I
ENSG00000 1980 AGCTGCCTGAGCCAGCCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATA
ENSG00000 680 F P P L L P P T E Q D L T K L L L E G Q
ENSG00000 2040 TTCCCTCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGGGGCAA
ENSG00000 700 G E S G G G S L G A Q P L L Q P S H Y G
ENSG00000 2100 GGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAGCCCTCCCACTATGGG
ENSG00000 720 Q S G I S M S H M D L R A N P S W 737
ENSG00000 2160 CAATCTGGGATCTCAATGTCCCACATGGACCTAAGGGCCAACCCCAGTTGG 2211
""",
)
protein_record = protein_alignment.sequences[6]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 737], [0, 2211]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M E Q F R H L P M P F H W K Q E E L K F
ENSG00000 0 ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGGAAGCAGGAAGAACTCAAGTTT
ENSG00000 20 K T G L R R L Q H R V G E I H L L R E A
ENSG00000 60 AAGACAGGCTTGCGGAGGCTGCAGCACCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCC
ENSG00000 40 L Q K G A E A G Q V S L H S L I E T P A
ENSG00000 120 CTGCAGAAGGGGGCTGAGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCT
ENSG00000 60 N G T G P S E A L A M L L Q E T T G E L
ENSG00000 180 AATGGGACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGAGCTA
ENSG00000 80 E A A K A L V L K R I Q I W K R Q Q Q L
ENSG00000 240 GAGGCAGCCAAAGCCCTAGTGCTGAAGAGGATCCAGATTTGGAAACGGCAGCAGCAGCTG
ENSG00000 100 A G N G A P F E E S L A P L Q E R C E S
ENSG00000 300 GCAGGGAATGGCGCACCGTTTGAGGAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGC
ENSG00000 120 L V D I Y S Q L Q Q E V G A A G G E L E
ENSG00000 360 CTGGTGGACATTTATTCCCAGCTACAGCAGGAGGTAGGGGCGGCTGGTGGGGAGCTTGAG
ENSG00000 140 P K T R A S L T G R L D E V L R T L V T
ENSG00000 420 CCCAAGACCCGGGCATCGCTGACTGGCCGGCTGGATGAAGTCCTGAGAACCCTCGTCACC
ENSG00000 160 S C F L V E K Q P P Q V L K T Q T K F Q
ENSG00000 480 AGTTGCTTCCTGGTGGAGAAGCAGCCCCCCCAGGTACTGAAGACTCAGACCAAGTTCCAG
ENSG00000 180 A G V R F L L G L R F L G A P A K P P L
ENSG00000 540 GCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTCCTGGGGGCCCCAGCCAAGCCTCCGCTG
ENSG00000 200 V R A D M V T E K Q A R E L S V P Q G P
ENSG00000 600 GTCAGGGCCGACATGGTGACAGAGAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCT
ENSG00000 220 G A G A E S T G E I I N N T V P L E N S
ENSG00000 660 GGGGCTGGAGCAGAAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGC
ENSG00000 240 I P G N C C S A L F K N L L L K K I K R
ENSG00000 720 ATTCCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGATCAAGCGG
ENSG00000 260 C E R K G T E S V T E E K C A V L F S A
ENSG00000 780 TGTGAGCGGAAGGGCACTGAGTCTGTCACAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCC
ENSG00000 280 S F T L G P G K L P I Q L Q A L S L P L
ENSG00000 840 AGCTTCACACTTGGCCCCGGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTG
ENSG00000 300 V V I V H G N Q D N N A K A T I L W D N
ENSG00000 900 GTGGTCATCGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACAAT
ENSG00000 320 A F S E M D R V P F V V A E R V P W E K
ENSG00000 960 GCCTTCTCTGAGATGGACCGCGTGCCCTTTGTGGTGGCTGAGCGGGTGCCCTGGGAGAAG
ENSG00000 340 M C E T L N L K F M A E V G T N R G L L
ENSG00000 1020 ATGTGTGAAACTCTGAACCTGAAGTTCATGGCTGAGGTGGGGACCAACCGGGGGCTGCTC
ENSG00000 360 P E H F L F L A Q K I F N D N S L S M E
ENSG00000 1080 CCAGAGCACTTCCTCTTCCTGGCCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAG
ENSG00000 380 A F Q H R S V S W S Q F N K E I L L G R
ENSG00000 1140 GCCTTCCAGCACCGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGT
ENSG00000 400 G F T F W Q W F D G V L D L T K R C L R
ENSG00000 1200 GGCTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCTGTCTCCGG
ENSG00000 420 S Y W S D R L I I G F I S K Q Y V T S L
ENSG00000 1260 AGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAACAGTACGTTACTAGCCTT
ENSG00000 440 L L N E P D G T F L L R F S D S E I G G
ENSG00000 1320 CTTCTCAATGAGCCCGACGGAACCTTTCTCCTCCGCTTCAGCGACTCAGAGATTGGGGGC
ENSG00000 460 I T I A H V I R G Q D G S P Q I E N I Q
ENSG00000 1380 ATCACCATTGCCCATGTCATCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAG
ENSG00000 480 P F S A K D L S I R S L G D R I R D L A
ENSG00000 1440 CCATTCTCTGCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGATCTTGCT
ENSG00000 500 Q L K N L Y P K K P K D E A F R S H Y K
ENSG00000 1500 CAGCTCAAAAATCTCTATCCCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTACAAG
ENSG00000 520 P E Q M G K D G R G Y V P A T I K M T V
ENSG00000 1560 CCTGAACAGATGGGTAAGGATGGCAGGGGTTATGTCCCAGCTACCATCAAGATGACCGTG
ENSG00000 540 E R D Q P L P T P E L Q M P T M V P S Y
ENSG00000 1620 GAAAGGGACCAACCACTTCCTACCCCAGAGCTCCAGATGCCTACCATGGTGCCTTCTTAT
ENSG00000 560 D L G M A P D S S M S M Q L G P D M V P
ENSG00000 1680 GACCTTGGAATGGCCCCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCC
ENSG00000 580 Q V Y P P H S H S I P P Y Q G L S P E E
ENSG00000 1740 CAGGTGTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAGAAGAA
ENSG00000 600 S V N V L S A F Q E P H L Q M P P S L G
ENSG00000 1800 TCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATGCCCCCCAGCCTGGGC
ENSG00000 620 Q M S L P F D Q P H P Q G L L P C Q P Q
ENSG00000 1860 CAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCAGGGCCTGCTGCCGTGCCAGCCTCAG
ENSG00000 640 E H A V S S P D P L L C S D V T M V E D
ENSG00000 1920 GAGCATGCTGTGTCCAGCCCTGACCCCCTGCTCTGCTCAGATGTGACCATGGTGGAAGAC
ENSG00000 660 S C L S Q P V T A F P Q G T W I G E D I
ENSG00000 1980 AGCTGCCTGAGCCAGCCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATA
ENSG00000 680 F P P L L P P T E Q D L T K L L L E G Q
ENSG00000 2040 TTCCCTCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGGGGCAA
ENSG00000 700 G E S G G G S L G A Q P L L Q P S H Y G
ENSG00000 2100 GGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAGCCCTCCCACTATGGG
ENSG00000 720 Q S G I S M S H M D L R A N P S W 737
ENSG00000 2160 CAATCTGGGATCTCAATGTCCCACATGGACCTAAGGGCCAACCCCAGTTGG 2211
""",
)
protein_record = protein_alignment.sequences[7]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
nucleotide_record = nucleotide_record.upper()
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1021], [0, 3063]]))
)
self.assertEqual(
str(alignment),
"""\
isotig466 0 E V T Q S R R K P V R E G R P W E P S Q
isotig466 0 GAGGTTACTCAGAGTAGGAGGAAGCCGGTCAGAGAGGGCAGACCCTGGGAACCTTCGCAG
isotig466 20 E L A Q T P E G G C P R Q E S R P E G G
isotig466 60 GAGTTGGCCCAAACCCCTGAGGGAGGCTGTCCTCGGCAGGAGAGCAGACCTGAGGGAGGT
isotig466 40 W C A G P G C P A L P S H P R A G S P E
isotig466 120 TGGTGTGCCGGTCCTGGTTGTCCAGCCCTCCCGTCCCATCCCAGGGCTGGCTCACCAGAA
isotig466 60 K S T G I P G P L G R E Q R V S S C P G
isotig466 180 AAAAGTACAGGCATCCCAGGCCCTCTGGGGCGGGAGCAGAGGGTCTCCTCTTGTCCGGGG
isotig466 80 E D K N K N K K R V C S P H W K S S G A
isotig466 240 GAAGACAAAAACAAAAACAAAAAACGAGTGTGTAGCCCTCACTGGAAGTCTTCTGGTGCT
isotig466 100 L G P F A L G S L A S G H G G R A P P G
isotig466 300 CTGGGGCCGTTTGCACTTGGGAGCCTGGCTTCTGGGCATGGTGGCCGGGCTCCGCCGGGG
isotig466 120 A S A L G K A F L E Q S G W E P T E V P
isotig466 360 GCTTCAGCCCTCGGCAAAGCGTTTCTAGAACAGAGTGGGTGGGAGCCGACTGAAGTCCCA
isotig466 140 E P R T L T H R K A S S G W R N A N P P
isotig466 420 GAACCGCGAACACTGACGCACAGGAAAGCCTCGAGTGGGTGGAGAAATGCAAATCCCCCA
isotig466 160 V A W P Q P L R T L T A D S D F G L E R
isotig466 480 GTGGCATGGCCTCAGCCGCTGCGGACCCTGACGGCCGATTCTGACTTCGGACTTGAGCGG
isotig466 180 D Q H P D P G R A S M S Q W N Q V Q Q L
isotig466 540 GACCAGCACCCGGACCCAGGGCGAGCCAGCATGTCTCAGTGGAATCAAGTCCAACAGTTA
isotig466 200 E I K F L E Q V D Q F Y D D N F P M E I
isotig466 600 GAAATCAAGTTTTTGGAGCAAGTTGATCAGTTCTATGATGACAACTTTCCCATGGAAATC
isotig466 220 R H L L A Q W I E H Q D W E V A S N N E
isotig466 660 CGACATCTGCTGGCCCAGTGGATTGAGCATCAAGACTGGGAGGTGGCCTCTAACAATGAA
isotig466 240 T M A T I L L Q N L L I Q L D E Q L G R
isotig466 720 ACTATGGCAACAATTCTTCTTCAAAACTTATTAATACAATTGGATGAACAGTTAGGTCGT
isotig466 260 V S K E K N L L L I H N L K R I R K V L
isotig466 780 GTTTCCAAAGAGAAAAACCTGCTATTGATCCACAATCTAAAGAGAATTAGAAAAGTACTT
isotig466 280 Q G K F H G N P M H V A V V I S N C L R
isotig466 840 CAGGGGAAGTTTCATGGAAATCCAATGCATGTAGCCGTGGTAATCTCAAATTGTTTAAGG
isotig466 300 E E R R I L A A A N M P I Q G P L E K S
isotig466 900 GAAGAGAGGAGAATACTGGCTGCAGCGAACATGCCTATCCAGGGACCTCTGGAGAAATCC
isotig466 320 L Q S S S V S E R Q R N V E H K V A A I
isotig466 960 TTACAAAGTTCGTCGGTTTCAGAAAGACAGAGAAATGTGGAACACAAAGTGGCTGCCATT
isotig466 340 K N S V Q M T E Q D T K Y L E D L Q D E
isotig466 1020 AAAAACAGTGTGCAGATGACAGAACAAGACACCAAATACTTGGAAGATCTGCAAGATGAA
isotig466 360 F D Y R Y K T I Q T M D Q G D K N S I L
isotig466 1080 TTTGACTACAGGTATAAAACAATTCAGACAATGGACCAGGGTGACAAGAATAGCATCCTA
isotig466 380 M N Q E V L T L Q E M L N S L D F K R K
isotig466 1140 ATGAACCAGGAGGTTTTGACACTCCAAGAAATGCTTAATAGCCTGGACTTCAAGAGAAAG
isotig466 400 E A L T K M T Q I V N E S D L L M S S M
isotig466 1200 GAAGCACTCACTAAGATGACACAGATAGTGAACGAGTCGGACCTGCTGATGAGCAGCATG
isotig466 420 L I E E L Q D W K R R Q Q I A C I G G P
isotig466 1260 CTCATAGAAGAGCTGCAGGACTGGAAGAGGAGGCAGCAGATCGCCTGCATCGGTGGCCCA
isotig466 440 L H N G L D Q L Q N C F T L L A E S L F
isotig466 1320 CTCCACAACGGGCTGGACCAGCTTCAGAACTGCTTTACCCTGTTGGCAGAAAGTCTTTTC
isotig466 460 Q L R R Q L E K L E E Q S S K M T Y E G
isotig466 1380 CAACTCAGACGACAGCTGGAGAAATTAGAGGAGCAGTCTTCCAAGATGACTTACGAAGGA
isotig466 480 D P I P T Q R A H L L E R A T F L I Y N
isotig466 1440 GACCCCATCCCCACGCAGAGAGCACACCTGCTGGAGAGAGCCACCTTCCTGATCTACAAC
isotig466 500 L F K N S F V V E R Q P C M P T H P Q R
isotig466 1500 CTTTTCAAGAACTCATTTGTGGTTGAGCGACAGCCCTGCATGCCAACACACCCTCAGAGG
isotig466 520 P L V L K T L I Q F T A K L R L L I K L
isotig466 1560 CCGCTGGTACTCAAAACCCTCATTCAGTTCACCGCGAAACTGAGACTACTAATAAAATTG
isotig466 540 P E L N Y Q V K V K A S I D K N V S T L
isotig466 1620 CCGGAACTCAACTATCAGGTGAAAGTAAAGGCATCGATCGACAAGAATGTTTCAACGCTA
isotig466 560 S N R R F V L C G T Q V K A M S I E E S
isotig466 1680 AGCAATAGAAGATTTGTGCTTTGTGGAACTCAAGTCAAAGCCATGTCCATCGAGGAATCC
isotig466 580 S N G S L S V E F R H L Q P K E M K S S
isotig466 1740 TCCAATGGGAGCCTCTCAGTAGAATTTAGACATTTGCAACCGAAGGAAATGAAATCCAGT
isotig466 600 A G S K G N E G C H M V T E E L H S I A
isotig466 1800 GCCGGAAGTAAAGGAAATGAGGGCTGCCACATGGTGACGGAAGAGCTGCATTCCATAGCC
isotig466 620 F E T Q I C L Y G L T I D L E T S S L P
isotig466 1860 TTTGAGACCCAGATCTGCCTCTATGGCCTCACCATCGACTTGGAGACAAGCTCATTACCT
isotig466 640 V V M I S N V S Q L P N A W A S I I W Y
isotig466 1920 GTGGTGATGATTTCTAATGTCAGCCAACTGCCTAATGCTTGGGCATCCATCATTTGGTAC
isotig466 660 N V S T N D C Q N L V F F N N P P P V T
isotig466 1980 AATGTGTCAACCAACGATTGCCAGAACTTGGTTTTCTTTAATAATCCTCCGCCTGTCACT
isotig466 680 L S Q L L E V M S W Q F S S Y V G R G L
isotig466 2040 TTGAGTCAACTCCTGGAAGTGATGAGCTGGCAGTTTTCATCCTATGTTGGTCGTGGCCTT
isotig466 700 N S D Q L N M L A E K L T V Q S N Y S D
isotig466 2100 AATTCAGACCAGCTCAACATGCTGGCAGAGAAGCTCACAGTTCAGTCTAACTACAGCGAT
isotig466 720 G H L T W A K F C K E H L P G K P F T F
isotig466 2160 GGTCACCTCACCTGGGCCAAGTTCTGCAAGGAACACTTGCCTGGCAAACCATTTACCTTC
isotig466 740 W T W L E A I L D L I K K H I L P L W I
isotig466 2220 TGGACCTGGCTTGAAGCAATATTGGACCTAATTAAAAAACACATTCTTCCCCTCTGGATT
isotig466 760 D G Y I M G F V S K E K E R F L L K D K
isotig466 2280 GATGGGTACATCATGGGCTTCGTGAGCAAAGAGAAGGAGAGGTTTCTGCTCAAGGATAAA
isotig466 780 M P G T F L L R F S E S H L G G I T F T
isotig466 2340 ATGCCCGGGACATTTTTGTTACGATTCAGTGAGAGCCATCTCGGAGGGATCACCTTCACC
isotig466 800 W V D H S E N G E V R F H S V E P Y N K
isotig466 2400 TGGGTGGACCACTCTGAAAACGGAGAAGTGAGATTCCACTCCGTAGAACCCTACAACAAA
isotig466 820 G R L S A L P F A D I L R D Y K V I M A
isotig466 2460 GGGCGTCTGTCGGCCCTGCCATTTGCTGACATCCTGCGGGACTACAAGGTCATCATGGCT
isotig466 840 E N I P E N P L K Y L Y P D I P K D K A
isotig466 2520 GAGAACATTCCCGAGAACCCTCTCAAGTACCTCTACCCCGACATCCCCAAAGACAAAGCC
isotig466 860 F G K H Y S S Q P C E V S R P T E R G D
isotig466 2580 TTCGGTAAACACTACAGCTCCCAGCCTTGCGAAGTTTCAAGGCCAACAGAACGGGGAGAC
isotig466 880 K G Y V P S V F I P I S T I R S D A M E
isotig466 2640 AAAGGTTATGTTCCTTCAGTTTTTATCCCTATTTCAACAATCCGCAGCGACGCCATGGAG
isotig466 900 P Q S P S D L L P M S P S V Y A V L R E
isotig466 2700 CCGCAGTCTCCTTCAGACCTTCTCCCCATGTCTCCGAGTGTATACGCTGTGCTGAGAGAA
isotig466 920 N L S P T T I E T A M K S P Y S E R Y K
isotig466 2760 AACCTGAGCCCTACCACAATTGAAACAGCAATGAAGTCTCCATATTCTGAGCGGTACAAA
isotig466 940 A T L Q G R E Q M K T E T A L C Q S P Q
isotig466 2820 GCGACTCTTCAAGGAAGAGAGCAGATGAAAACGGAGACTGCTCTTTGCCAAAGTCCACAA
isotig466 960 F I S S A L I L V S R K W H K S E A F L
isotig466 2880 TTCATTTCTTCAGCTTTGATACTGGTTTCTAGAAAATGGCACAAATCCGAAGCTTTCCTC
isotig466 980 S L G D I P Q L G V L L K C K P K L Q I
isotig466 2940 TCACTAGGTGACATTCCCCAACTGGGAGTGCTGCTGAAATGCAAACCAAAGCTTCAGATA
isotig466 1000 N T Q E K T A S R N L C S Q Y N R R L L
isotig466 3000 AACACGCAGGAAAAGACAGCTTCGAGAAACCTATGTTCGCAATATAACAGAAGGCTGCTT
isotig466 1020 C 1021
isotig466 3060 TGC 3063
""",
)
protein_record = protein_alignment.sequences[8]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
nucleotide_record = nucleotide_record.upper()
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 806], [0, 2418]]))
)
self.assertEqual(
str(alignment),
"""\
isotig125 0 A R R G Q A A L G S P A A R T W S Q R S
isotig125 0 GCTAGGAGAGGCCAGGCGGCCCTCGGGAGCCCAGCTGCTCGCACCTGGAGCCAGCGCAGC
isotig125 20 P A S R A S A R E T V T P P D C G R M A
isotig125 60 CCGGCCAGTCGGGCCTCAGCCCGGGAGACAGTTACGCCCCCTGATTGCGGCAGGATGGCC
isotig125 40 Q W N Q L Q Q L D T R Y L E Q L H Q L Y
isotig125 120 CAGTGGAACCAGCTGCAGCAGCTGGACACTCGGTACCTGGAGCAGCTGCACCAGCTGTAC
isotig125 60 S D S F P M E L R Q F L A P W I E S Q D
isotig125 180 AGCGACAGCTTCCCCATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGAT
isotig125 80 W A Y A A S K E S H A T L V F H N L L G
isotig125 240 TGGGCATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTCTTGGGT
isotig125 100 E I D Q Q Y S R F L Q E S N V L Y Q H N
isotig125 300 GAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCCAACGTCCTCTATCAGCACAAC
isotig125 120 L R R I K Q F L Q S R Y L E K P M E I A
isotig125 360 CTTCGGAGGATCAAGCAGTTCCTACAGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCC
isotig125 140 R I V A R C L W E E S R L L Q T A A T A
isotig125 420 CGCATCGTGGCCCGATGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCA
isotig125 160 A Q Q G G Q A N H P T A A V V T E K Q Q
isotig125 480 GCCCAGCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAACAGCAG
isotig125 180 M L E Q H L Q D V R K R V Q D L E Q K M
isotig125 540 ATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGATCTAGAACAGAAAATG
isotig125 200 K V V E N L Q D D F D F N Y K T L K S Q
isotig125 600 AAAGTGGTAGAGAATCTCCAGGATGACTTTGATTTCAACTATAAAACCCTCAAGAGTCAA
isotig125 220 G D M Q D L N G N N Q S V T R Q K M Q Q
isotig125 660 GGAGACATGCAGGATCTGAATGGAAACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAG
isotig125 240 L E Q M L T A L D Q M R R S I V S E L A
isotig125 720 CTGGAACAGATGCTCACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCG
isotig125 260 G L L S A M E Y V Q K T L T D E E L A D
isotig125 780 GGGCTTTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGGCTGAC
isotig125 280 W K R R Q Q I A C I G G P P N I C L D R
isotig125 840 TGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAACATCTGCCTGGATCGC
isotig125 300 L E N W I T S L A E S Q L Q T R Q Q I K
isotig125 900 CTGGAAAACTGGATAACTTCGTTAGCAGAATCTCAACTTCAGACCCGCCAACAAATTAAG
isotig125 320 K L E E L Q Q K V S Y K G D P I V Q H R
isotig125 960 AAACTGGAGGAGCTACAGCAGAAGGTGTCCTACAAGGGGGACCCCATTGTGCAGCACCGG
isotig125 340 P M L E E R I V E L F R N L M K S A F V
isotig125 1020 CCGATGCTGGAGGAGCGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTG
isotig125 360 V E R Q P C M P M H P D R P L V I K T G
isotig125 1080 GTGGAGCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGACTGGT
isotig125 380 V Q F T T K V R L L V K F P E L N Y Q L
isotig125 1140 GTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTTCCCGAGTTGAATTATCAGCTT
isotig125 400 K I K V C I D K D S G D V A A L R G S R
isotig125 1200 AAAATTAAAGTGTGCATTGACAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGG
isotig125 420 K F N I L G T N T K V M N M E E S N N G
isotig125 1260 AAATTTAACATTCTGGGCACAAACACGAAGGTGATGAACATGGAAGAATCCAACAACGGC
isotig125 440 S L S A E F K H L T L R E Q R C G N G G
isotig125 1320 AGCCTGTCTGCGGAGTTCAAGCACTTGACCCTGAGGGAGCAGAGATGTGGGAATGGAGGC
isotig125 460 R A N C D A S L I V T E E L H L I T F E
isotig125 1380 CGTGCCAATTGTGATGCCTCCTTGATTGTGACCGAGGAGCTGCATCTGATCACCTTCGAG
isotig125 480 T E V Y H Q G L K I D L E T H S L P V V
isotig125 1440 ACTGAGGTGTACCACCAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTG
isotig125 500 V I S N I C Q M P N A W A S I L W Y N M
isotig125 1500 GTGATCTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATAACATG
isotig125 520 L T N N P K N V N F F T K P P I G T W D
isotig125 1560 CTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCAATCGGAACCTGGGAC
isotig125 540 Q V A E V L S W Q F S S T T K R G L S I
isotig125 1620 CAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATCCACCACAAAGCGAGGGCTGAGCATC
isotig125 560 E Q L T T L A E K L L G P G V N Y S G C
isotig125 1680 GAGCAGCTGACTACGCTGGCCGAGAAGCTCCTAGGACCTGGTGTCAACTACTCCGGGTGT
isotig125 580 Q I T W A K F C K E N M A G K G F S F W
isotig125 1740 CAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGGCTTCTCCTTCTGG
isotig125 600 V W L D N I I D L V K K Y I L A L W N E
isotig125 1800 GTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGTATATCTTGGCCCTCTGGAATGAA
isotig125 620 G Y I M G F I S K E R E R A I L S T K P
isotig125 1860 GGGTACATCATGGGCTTCATTAGCAAGGAGCGGGAGCGGGCGATCCTGAGCACGAAACCC
isotig125 640 P G T F L L R F S E S S K E G G V T F T
isotig125 1920 CCGGGCACCTTCCTGCTGAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACT
isotig125 660 W V E K D I S G K T Q I Q S V E P Y T K
isotig125 1980 TGGGTGGAAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACCAAG
isotig125 680 Q Q L N N M S F A E I I M G Y K I M D A
isotig125 2040 CAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAAGATCATGGATGCC
isotig125 700 T N I L V S P L V Y L Y P D I P K E E A
isotig125 2100 ACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACCCTGACATTCCCAAGGAGGAGGCG
isotig125 720 F G K Y C R P E S Q E H P E A D P G S A
isotig125 2160 TTCGGGAAGTACTGTCGACCAGAGAGCCAGGAGCATCCTGAAGCTGACCCCGGTAGTGCC
isotig125 740 A P Y L K T K F I C V T P T T C S N T I
isotig125 2220 GCCCCTTACCTGAAGACCAAGTTCATCTGTGTGACACCAACGACCTGCAGCAATACCATT
isotig125 760 D L P M S P P H F R F I D A V W K R R C
isotig125 2280 GACCTGCCGATGTCCCCCCCGCACTTTAGATTCATTGATGCAGTTTGGAAACGGAGGTGC
isotig125 780 A L G R R A V V T H V H G S D F G V R Y
isotig125 2340 GCCCTCGGCAGGAGGGCAGTTGTCACTCACGTTCATGGATCTGACTTCGGAGTGCGCTAC
isotig125 800 L P H V R S 806
isotig125 2400 CTCCCCCATGTGAGGAGC 2418
""",
)
protein_record = protein_alignment.sequences[9]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
nucleotide_record = nucleotide_record.upper()
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 796], [0, 2388]]))
)
self.assertEqual(
str(alignment),
"""\
isotig125 0 A R R G Q A A L G S P A A R T W S Q R S
isotig125 0 GCTAGGAGAGGCCAGGCGGCCCTCGGGAGCCCAGCTGCTCGCACCTGGAGCCAGCGCAGC
isotig125 20 P A S R A S A R E T V T P P D C G R M A
isotig125 60 CCGGCCAGTCGGGCCTCAGCCCGGGAGACAGTTACGCCCCCTGATTGCGGCAGGATGGCC
isotig125 40 Q W N Q L Q Q L D T R Y L E Q L H Q L Y
isotig125 120 CAGTGGAACCAGCTGCAGCAGCTGGACACTCGGTACCTGGAGCAGCTGCACCAGCTGTAC
isotig125 60 S D S F P M E L R Q F L A P W I E S Q D
isotig125 180 AGCGACAGCTTCCCCATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGAT
isotig125 80 W A Y A A S K E S H A T L V F H N L L G
isotig125 240 TGGGCATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTCTTGGGT
isotig125 100 E I D Q Q Y S R F L Q E S N V L Y Q H N
isotig125 300 GAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCCAACGTCCTCTATCAGCACAAC
isotig125 120 L R R I K Q F L Q S R Y L E K P M E I A
isotig125 360 CTTCGGAGGATCAAGCAGTTCCTACAGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCC
isotig125 140 R I V A R C L W E E S R L L Q T A A T A
isotig125 420 CGCATCGTGGCCCGATGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCA
isotig125 160 A Q Q G G Q A N H P T A A V V T E K Q Q
isotig125 480 GCCCAGCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAACAGCAG
isotig125 180 M L E Q H L Q D V R K R V Q D L E Q K M
isotig125 540 ATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGATCTAGAACAGAAAATG
isotig125 200 K V V E N L Q D D F D F N Y K T L K S Q
isotig125 600 AAAGTGGTAGAGAATCTCCAGGATGACTTTGATTTCAACTATAAAACCCTCAAGAGTCAA
isotig125 220 G D M Q D L N G N N Q S V T R Q K M Q Q
isotig125 660 GGAGACATGCAGGATCTGAATGGAAACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAG
isotig125 240 L E Q M L T A L D Q M R R S I V S E L A
isotig125 720 CTGGAACAGATGCTCACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCG
isotig125 260 G L L S A M E Y V Q K T L T D E E L A D
isotig125 780 GGGCTTTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGGCTGAC
isotig125 280 W K R R Q Q I A C I G G P P N I C L D R
isotig125 840 TGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAACATCTGCCTGGATCGC
isotig125 300 L E N W I T S L A E S Q L Q T R Q Q I K
isotig125 900 CTGGAAAACTGGATAACTTCGTTAGCAGAATCTCAACTTCAGACCCGCCAACAAATTAAG
isotig125 320 K L E E L Q Q K V S Y K G D P I V Q H R
isotig125 960 AAACTGGAGGAGCTACAGCAGAAGGTGTCCTACAAGGGGGACCCCATTGTGCAGCACCGG
isotig125 340 P M L E E R I V E L F R N L M K S A F V
isotig125 1020 CCGATGCTGGAGGAGCGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTG
isotig125 360 V E R Q P C M P M H P D R P L V I K T G
isotig125 1080 GTGGAGCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGACTGGT
isotig125 380 V Q F T T K V R L L V K F P E L N Y Q L
isotig125 1140 GTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTTCCCGAGTTGAATTATCAGCTT
isotig125 400 K I K V C I D K D S G D V A A L R G S R
isotig125 1200 AAAATTAAAGTGTGCATTGACAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGG
isotig125 420 K F N I L G T N T K V M N M E E S N N G
isotig125 1260 AAATTTAACATTCTGGGCACAAACACGAAGGTGATGAACATGGAAGAATCCAACAACGGC
isotig125 440 S L S A E F K H L T L R E Q R C G N G G
isotig125 1320 AGCCTGTCTGCGGAGTTCAAGCACTTGACCCTGAGGGAGCAGAGATGTGGGAATGGAGGC
isotig125 460 R A N C D A S L I V T E E L H L I T F E
isotig125 1380 CGTGCCAATTGTGATGCCTCCTTGATTGTGACCGAGGAGCTGCATCTGATCACCTTCGAG
isotig125 480 T E V Y H Q G L K I D L E T H S L P V V
isotig125 1440 ACTGAGGTGTACCACCAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTG
isotig125 500 V I S N I C Q M P N A W A S I L W Y N M
isotig125 1500 GTGATCTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATAACATG
isotig125 520 L T N N P K N V N F F T K P P I G T W D
isotig125 1560 CTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCAATCGGAACCTGGGAC
isotig125 540 Q V A E V L S W Q F S S T T K R G L S I
isotig125 1620 CAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATCCACCACAAAGCGAGGGCTGAGCATC
isotig125 560 E Q L T T L A E K L L G P G V N Y S G C
isotig125 1680 GAGCAGCTGACTACGCTGGCCGAGAAGCTCCTAGGACCTGGTGTCAACTACTCCGGGTGT
isotig125 580 Q I T W A K F C K E N M A G K G F S F W
isotig125 1740 CAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGGCTTCTCCTTCTGG
isotig125 600 V W L D N I I D L V K K Y I L A L W N E
isotig125 1800 GTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGTATATCTTGGCCCTCTGGAATGAA
isotig125 620 G Y I M G F I S K E R E R A I L S T K P
isotig125 1860 GGGTACATCATGGGCTTCATTAGCAAGGAGCGGGAGCGGGCGATCCTGAGCACGAAACCC
isotig125 640 P G T F L L R F S E S S K E G G V T F T
isotig125 1920 CCGGGCACCTTCCTGCTGAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACT
isotig125 660 W V E K D I S G K T Q I Q S V E P Y T K
isotig125 1980 TGGGTGGAAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACCAAG
isotig125 680 Q Q L N N M S F A E I I M G Y K I M D A
isotig125 2040 CAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAAGATCATGGATGCC
isotig125 700 T N I L V S P L V Y L Y P D I P K E E A
isotig125 2100 ACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACCCTGACATTCCCAAGGAGGAGGCG
isotig125 720 F G K Y C R P E S Q E H P E A D P G S C
isotig125 2160 TTCGGGAAGTACTGTCGACCAGAGAGCCAGGAGCATCCTGAAGCTGACCCCGGTAGTTGT
isotig125 740 F S M V L V S L L G K G G Q C R S L E E
isotig125 2220 TTTTCCATGGTTCTGGTTTCGCTGTTAGGGAAAGGGGGACAGTGCAGGTCCTTGGAGGAG
isotig125 760 R Q G H D R V S G G E S C Y G R A V Y W
isotig125 2280 AGACAAGGACATGACCGGGTGTCTGGTGGTGAGTCCTGCTATGGAAGAGCTGTTTATTGG
isotig125 780 V L Q G D R D S R E D Q N Q A S 796
isotig125 2340 GTACTTCAGGGTGACCGGGATTCAAGAGAAGACCAGAATCAGGCCTCA 2388
""",
)
alignment = protein_alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 75,
75, 108, 120, 249, 249, 399, 399, 507,
507, 567, 582, 645, 657, 690, 696, 744,
747, 777, 777, 786, 789, 852, 858, 972,
972, 1062, 1068, 1125, 1128, 1140, 1365, 1365,
1494, 1494, 1557, 1557, 1566, 1572, 1626, 1650,
1692, 1695, 1713, 1716, 1731, 1776, 1857, 1890,
1902, 1923, 1941, 2001, 2004, 2022, 2034, 2043,
2052, 2094, 2133, 2154, 2187, 2211],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 75,
75, 108, 120, 249, 249, 399, 399, 507,
507, 567, 582, 645, 657, 690, 696, 744,
747, 777, 777, 786, 789, 852, 858, 972,
972, 1062, 1068, 1125, 1128, 1140, 1365, 1365,
1494, 1494, 1557, 1557, 1566, 1572, 1626, 1650,
1692, 1695, 1713, 1716, 1731, 1776, 1857, 1890,
1902, 1923, 1941, 2001, 2004, 2022, 2034, 2043,
2052, 2094, 2133, 2154, 2187, 2211],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 75,
75, 108, 120, 249, 249, 399, 399, 507,
507, 567, 582, 645, 657, 690, 696, 744,
747, 777, 777, 786, 789, 852, 858, 972,
972, 1062, 1068, 1125, 1128, 1140, 1365, 1365,
1494, 1494, 1557, 1557, 1566, 1572, 1626, 1650,
1692, 1695, 1713, 1716, 1731, 1776, 1857, 1890,
1902, 1923, 1941, 2001, 2004, 2022, 2034, 2043,
2052, 2094, 2133, 2154, 2187, 2211],
[ 0, 12, 21, 357, 378, 417, 444, 474,
516, 549, 564, 570, 606, 615, 642, 645,
795, 795, 813, 828, 918, 918, 999, 1074,
1077, 1110, 1110, 1239, 1251, 1401, 1428, 1536,
1560, 1620, 1620, 1683, 1683, 1716, 1716, 1764,
1764, 1794, 1809, 1818, 1818, 1881, 1881, 1995,
2001, 2091, 2091, 2148, 2148, 2148, 2373, 2373,
2502, 2532, 2595, 2619, 2628, 2628, 2682, 2706,
2706, 2709, 2727, 2727, 2727, 2772, 2772, 2805,
2817, 2817, 2835, 2895, 2898, 2916, 2928, 2937,
2946, 2946, 2985, 3006, 3039, 3063],
[ 0, 0, 9, 9, 30, 30, 57, 57,
99, 99, 114, 114, 150, 159, 186, 189,
339, 339, 357, 372, 462, 465, 546, 621,
624, 657, 669, 798, 810, 960, 987, 1095,
1119, 1179, 1179, 1242, 1254, 1287, 1287, 1335,
1335, 1365, 1380, 1389, 1392, 1455, 1455, 1569,
1575, 1665, 1665, 1722, 1725, 1725, 1950, 1953,
2082, 2112, 2175, 2175, 2184, 2184, 2184, 2208,
2208, 2208, 2226, 2226, 2226, 2271, 2271, 2304,
2304, 2304, 2304, 2304, 2307, 2325, 2337, 2346,
2346, 2346, 2385, 2385, 2418, 2418],
[ 0, 0, 9, 9, 30, 30, 57, 57,
99, 99, 114, 114, 150, 159, 186, 189,
339, 339, 357, 372, 462, 465, 546, 621,
624, 657, 669, 798, 810, 960, 987, 1095,
1119, 1179, 1179, 1242, 1254, 1287, 1287, 1335,
1335, 1365, 1380, 1389, 1392, 1455, 1455, 1569,
1575, 1665, 1665, 1722, 1725, 1725, 1950, 1953,
2082, 2112, 2175, 2175, 2184, 2184, 2184, 2208,
2208, 2208, 2226, 2229, 2229, 2229, 2229, 2262,
2274, 2274, 2274, 2334, 2337, 2337, 2349, 2349,
2349, 2349, 2388, 2388, 2388, 2388]])
# fmt: on
)
)
self.assertEqual(
format(alignment, "clustal"),
"""\
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GAGGTTACTCAGAGTAGGAGGAAGCCGGTCAGAGAGGGCAGACCCTGGGA
isotig12565 ------------GCTAGGAGA-----------------------------
isotig12566 ------------GCTAGGAGA-----------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 ACCTTCGCAGGAGTTGGCCCAAACCCCTGAGGGAGGCTGTCCTCGGCAGG
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AGAGCAGACCTGAGGGAGGTTGGTGTGCCGGTCCTGGTTGTCCAGCCCTC
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CCGTCCCATCCCAGGGCTGGCTCACCAGAAAAAAGTACAGGCATCCCAGG
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CCCTCTGGGGCGGGAGCAGAGGGTCTCCTCTTGTCCGGGGGAAGACAAAA
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 ACAAAAACAAAAAACGAGTGTGTAGCCCTCACTGGAAGTCTTCTGGTGCT
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CTGGGGCCGTTTGCACTTGGGAGCCTGGCTTCTGGGCATGGTGGCCGGGC
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TCCGCCGGGGGCTTCAGCCCTCGGCAAAGCGTTTCTAGAACAGAGTGGGT
isotig12565 -------GGCCAGGCGGCCCTCGGGAGC----------------------
isotig12566 -------GGCCAGGCGGCCCTCGGGAGC----------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GGGAGCCGACTGAAGTCCCAGAACCGCGAACACTGACGCACAGGAAAGCC
isotig12565 -----------------CCAGCTGCTCGCACCTGGAGCCAGCGC------
isotig12566 -----------------CCAGCTGCTCGCACCTGGAGCCAGCGC------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TCGAGTGGGTGGAGAAATGCAAATCCCCCAGTGGCATGGCCTCAGCCGCT
isotig12565 ------------------------AGCCCGGCCAGTCGGGCCTCAGCCCG
isotig12566 ------------------------AGCCCGGCCAGTCGGGCCTCAGCCCG
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GCGGACCCTGACGGCCGATTCTGACTTCGGACTTGAGCGGGACCAGCACC
isotig12565 GGAGACAGTTACGCCC---------------------------------C
isotig12566 GGAGACAGTTACGCCC---------------------------------C
ENSG00000166888:ENST0000030013 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000054387 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000055615 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000045407 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CGGACCCAGGGCGAGCCAGCATGTCTCAGTGGAATCAAGTCCAACAGTTA
isotig12565 CTGATTGCGGCAGG------ATGGCCCAGTGGAACCAGCTGCAGCAGCTG
isotig12566 CTGATTGCGGCAGG------ATGGCCCAGTGGAACCAGCTGCAGCAGCTG
ENSG00000166888:ENST0000030013 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000054387 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000055615 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000045407 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GAAATCAAGTTTTTGGAGCAAGTTGATCAGTTCTATGATGACAACTTTCC
isotig12565 GACACTCGGTACCTGGAGCAGCTGCACCAGCTGTACAGCGACAGCTTCCC
isotig12566 GACACTCGGTACCTGGAGCAGCTGCACCAGCTGTACAGCGACAGCTTCCC
ENSG00000166888:ENST0000030013 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000054387 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000055615 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000045407 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CATGGAAATCCGACATCTGCTGGCCCAGTGGATTGAGCATCAAGACTGGG
isotig12565 CATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGATTGGG
isotig12566 CATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGATTGGG
ENSG00000166888:ENST0000030013 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000054387 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000055615 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000045407 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AGGTGGCCTCTAACAATGAAACTATGGCAACAATTCTTCTTCAAAACTTA
isotig12565 CATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTC
isotig12566 CATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTC
ENSG00000166888:ENST0000030013 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000054387 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000055615 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000045407 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TTAATACAATTGGATGAACAGTTAGGTCGTGTTTCCAAAGAGAAA-----
isotig12565 TTGGGTGAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCC-----
isotig12566 TTGGGTGAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCC-----
ENSG00000166888:ENST0000030013 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000054387 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000055615 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000045407 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 ----AACCTGCTATTGATCCACAATCTAAAGAGAATTAGAAAAGTACTTC
isotig12565 ----AACGTCCTCTATCAGCACAACCTTCGGAGGATCAAGCAGTTCCTAC
isotig12566 ----AACGTCCTCTATCAGCACAACCTTCGGAGGATCAAGCAGTTCCTAC
ENSG00000166888:ENST0000030013 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000054387 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000055615 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000045407 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AGGGGAAGTTTCATGGAAATCCAATGCATGTAGCCGTGGTAATCTCAAAT
isotig12565 AGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCCCGCATCGTGGCCCGA
isotig12566 AGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCCCGCATCGTGGCCCGA
ENSG00000166888:ENST0000030013 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000054387 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000055615 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000045407 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TGTTTAAGGGAAGAGAGGAGAATACTG---GCTGCAGCGAACATGCCTAT
isotig12565 TGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCAGCCCA
isotig12566 TGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCAGCCCA
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CCAGGGACCTCTGGAGAAATCCTTACAAAGTTCGTCGGTTTCAGAAAGAC
isotig12565 GCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAAC
isotig12566 GCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAAC
ENSG00000166888:ENST0000030013 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000054387 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000055615 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000045407 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000053891 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000053721 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000053520 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
isotig46679 AGAGAAATGTGGAACACAAAGTGGCTGCCATTAAAAACAGTGTGCAGATG
isotig12565 AGCAGATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGAT
isotig12566 AGCAGATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGAT
ENSG00000166888:ENST0000030013 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000054387 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000055615 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000045407 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000053891 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000053721 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000053520 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
isotig46679 ACAGAACAAGACACCAAATACTTGGAAGATCTGCAAGATGAATTTGACTA
isotig12565 CTAGAACAGAAAATGAAAGTGGTAGAGAATCTCCAGGATGACTTTGATTT
isotig12566 CTAGAACAGAAAATGAAAGTGGTAGAGAATCTCCAGGATGACTTTGATTT
ENSG00000166888:ENST0000030013 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000054387 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000055615 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000045407 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000053891 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000053721 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000053520 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
isotig46679 CAGGTATAAAACAATTCAGACA------------ATGGACCAGGGTGACA
isotig12565 CAACTATAAAACCCTCAAGAGTCAAGGAGACATGCAGGATCTGAATGGAA
isotig12566 CAACTATAAAACCCTCAAGAGTCAAGGAGACATGCAGGATCTGAATGGAA
ENSG00000166888:ENST0000030013 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000054387 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000055615 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000045407 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000053891 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000053721 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000053520 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
isotig46679 AGAATAGCATCCTAATGAACCAGGAGGTTTTGACACTCCAAGAAATGCTT
isotig12565 ACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAGCTGGAACAGATGCTC
isotig12566 ACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAGCTGGAACAGATGCTC
ENSG00000166888:ENST0000030013 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000054387 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000055615 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000045407 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000053891 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000053721 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000053520 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
isotig46679 AATAGCCTGGACTTCAAGAGAAAGGAAGCACTCACTAAGATGACACAGAT
isotig12565 ACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCGGGGCT
isotig12566 ACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCGGGGCT
ENSG00000166888:ENST0000030013 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000054387 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000055615 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000045407 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000053891 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000053721 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000053520 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
isotig46679 AGTGAACGAGTCGGACCTGCTGATGAGCAGCATGCTCATAGAAGAGCTGC
isotig12565 TTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGG
isotig12566 TTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGG
ENSG00000166888:ENST0000030013 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000054387 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000055615 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000045407 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000053891 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000053721 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000053520 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
isotig46679 AGGACTGGAAGAGGAGGCAGCAGATCGCCTGCATCGGTGGCCCACTCCAC
isotig12565 CTGACTGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAAC
isotig12566 CTGACTGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAAC
ENSG00000166888:ENST0000030013 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000054387 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000055615 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000045407 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000053891 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000053721 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000053520 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
isotig46679 AACGGGCTGGACCAGCTTCAGAACTGCTTTACCCTGTTGGCAGAAAGTCT
isotig12565 ATCTGCCTGGATCGCCTGGAAAACTGGATAACTTCGTTAGCAGAATCTCA
isotig12566 ATCTGCCTGGATCGCCTGGAAAACTGGATAACTTCGTTAGCAGAATCTCA
ENSG00000166888:ENST0000030013 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000054387 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000055615 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000045407 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000053891 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000053721 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000053520 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
isotig46679 TTTCCAACTCAGACGACAGCTGGAGAAATTAGAGGAGCAGTCTTCCAAGA
isotig12565 ACTTCAGACCCGCCAACAAATTAAGAAACTGGAGGAGCTACAGCAGAAGG
isotig12566 ACTTCAGACCCGCCAACAAATTAAGAAACTGGAGGAGCTACAGCAGAAGG
ENSG00000166888:ENST0000030013 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000054387 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000055615 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000045407 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000053891 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000053721 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000053520 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
isotig46679 TGACTTACGAAGGAGACCCCATCCCCACGCAGAGAGCACACCTGCTGGAG
isotig12565 TGTCCTACAAGGGGGACCCCATTGTGCAGCACCGGCCGATGCTGGAGGAG
isotig12566 TGTCCTACAAGGGGGACCCCATTGTGCAGCACCGGCCGATGCTGGAGGAG
ENSG00000166888:ENST0000030013 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000054387 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000055615 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000045407 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000053891 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000053721 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000053520 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
isotig46679 AGAGCCACCTTCCTGATCTACAACCTTTTCAAGAACTCATTTGTGGTTGA
isotig12565 CGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTGGTGGA
isotig12566 CGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTGGTGGA
ENSG00000166888:ENST0000030013 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000054387 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000055615 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000045407 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000053891 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000053721 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000053520 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
isotig46679 GCGACAGCCCTGCATGCCAACACACCCTCAGAGGCCGCTGGTACTCAAAA
isotig12565 GCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGA
isotig12566 GCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGA
ENSG00000166888:ENST0000030013 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000054387 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000055615 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000045407 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000053891 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000053721 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000053520 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
isotig46679 CCCTCATTCAGTTCACCGCGAAACTGAGACTACTAATAAAATTG------
isotig12565 CTGGTGTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTT------
isotig12566 CTGGTGTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTT------
ENSG00000166888:ENST0000030013 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000054387 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000055615 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000045407 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000053891 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000053721 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000053520 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
isotig46679 ---------CCGGAACTCAACTATCAGGTGAAAGTAAAGGCATCGATCGA
isotig12565 ---------CCCGAGTTGAATTATCAGCTTAAAATTAAAGTGTGCATTGA
isotig12566 ---------CCCGAGTTGAATTATCAGCTTAAAATTAAAGTGTGCATTGA
ENSG00000166888:ENST0000030013 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000054387 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000055615 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000045407 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000053891 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000053721 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000053520 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
isotig46679 CAAGAATGTTTCAACGCTAAGC------------AATAGAAGATTTGTGC
isotig12565 CAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGGAAATTTAACA
isotig12566 CAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGGAAATTTAACA
ENSG00000166888:ENST0000030013 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000054387 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000055615 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000045407 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000053891 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000053721 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000053520 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
isotig46679 TTTGTGGAACTCAAGTC------AAAGCCATGTCCATCGAGGAATCCTCC
isotig12565 TTCTGGGCACAAACACG------AAGGTGATGAACATGGAAGAATCCAAC
isotig12566 TTCTGGGCACAAACACG------AAGGTGATGAACATGGAAGAATCCAAC
ENSG00000166888:ENST0000030013 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000054387 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000055615 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000045407 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000053891 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000053721 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000053520 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
isotig46679 AATGGGAGCCTCTCAGTAGAA---TTTAGACATTTGCAACCGAAGGAAAT
isotig12565 AACGGCAGCCTGTCTGCGGAG---TTCAAGCACTTGACCCTGAGGGAGCA
isotig12566 AACGGCAGCCTGTCTGCGGAG---TTCAAGCACTTGACCCTGAGGGAGCA
ENSG00000166888:ENST0000030013 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000054387 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000055615 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000045407 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000053891 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000053721 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000053520 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
isotig46679 GAAATCCAGTGCCGGAAGTAAAGGAAAT---GAGGGCTGCCACATGGTGA
isotig12565 GAGATGTGGGAATGGAGGCCGTGCCAATTGTGATGCCTCCTTGATTGTGA
isotig12566 GAGATGTGGGAATGGAGGCCGTGCCAATTGTGATGCCTCCTTGATTGTGA
ENSG00000166888:ENST0000030013 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000054387 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000055615 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000045407 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000053891 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000053721 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000053520 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
isotig46679 CGGAAGAGCTGCATTCCATAGCCTTTGAGACCCAGATCTGCCTC------
isotig12565 CCGAGGAGCTGCATCTGATCACCTTCGAGACTGAGGTGTACCAC------
isotig12566 CCGAGGAGCTGCATCTGATCACCTTCGAGACTGAGGTGTACCAC------
ENSG00000166888:ENST0000030013 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000054387 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000055615 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000045407 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000053891 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000053721 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000053520 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
isotig46679 TATGGCCTCACCATCGACTTGGAGACAAGCTCATTACCTGTGGTGATGAT
isotig12565 CAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTGGTGAT
isotig12566 CAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTGGTGAT
ENSG00000166888:ENST0000030013 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000054387 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000055615 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000045407 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000053891 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000053721 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000053520 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
isotig46679 TTCTAATGTCAGCCAACTGCCTAATGCTTGGGCATCCATCATTTGGTACA
isotig12565 CTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATA
isotig12566 CTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATA
ENSG00000166888:ENST0000030013 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000054387 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000055615 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000045407 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000053891 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000053721 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000053520 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
isotig46679 ATGTGTCAACCAACGATTGCCAGAACTTGGTTTTCTTTAATAATCCTCCG
isotig12565 ACATGCTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCA
isotig12566 ACATGCTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCA
ENSG00000166888:ENST0000030013 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000054387 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000055615 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000045407 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000053891 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000053721 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000053520 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
isotig46679 CCTGTCACTTTGAGTCAACTCCTGGAAGTGATGAGCTGGCAGTTTTCATC
isotig12565 ATCGGAACCTGGGACCAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATC
isotig12566 ATCGGAACCTGGGACCAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATC
ENSG00000166888:ENST0000030013 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000054387 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000055615 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000045407 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000053891 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000053721 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000053520 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
isotig46679 CTATGTTGGT------CGTGGCCTTAATTCAGACCAGCTCAACATGCTGG
isotig12565 CACCACAAAG------CGAGGGCTGAGCATCGAGCAGCTGACTACGCTGG
isotig12566 CACCACAAAG------CGAGGGCTGAGCATCGAGCAGCTGACTACGCTGG
ENSG00000166888:ENST0000030013 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000054387 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000055615 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000045407 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000053891 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000053721 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000053520 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
isotig46679 CAGAGAAGCTCACAGTTCAGTCT---------------AACTACAGCGAT
isotig12565 CCGAGAAGCTCCTAGGACCTGGTGTC------------AACTACTCCGGG
isotig12566 CCGAGAAGCTCCTAGGACCTGGTGTC------------AACTACTCCGGG
ENSG00000166888:ENST0000030013 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000054387 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000055615 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000045407 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000053891 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000053721 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000053520 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
isotig46679 GGTCACCTCACCTGGGCCAAGTTCTGCAAGGAACACTTGCCTGGCAAACC
isotig12565 TGTCAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGG
isotig12566 TGTCAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGG
ENSG00000166888:ENST0000030013 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000054387 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000055615 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000045407 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000053891 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000053721 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000053520 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
isotig46679 ATTTACCTTCTGGACCTGGCTTGAAGCAATATTGGACCTAATTAAAAAAC
isotig12565 CTTCTCCTTCTGGGTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGT
isotig12566 CTTCTCCTTCTGGGTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGT
ENSG00000166888:ENST0000030013 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000054387 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000055615 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000045407 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000053891 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000053721 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000053520 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
isotig46679 ACATTCTTCCCCTCTGGATTGATGGGTACATCATGGGCTTCGTGAGCAAA
isotig12565 ATATCTTGGCCCTCTGGAATGAAGGGTACATCATGGGCTTCATTAGCAAG
isotig12566 ATATCTTGGCCCTCTGGAATGAAGGGTACATCATGGGCTTCATTAGCAAG
ENSG00000166888:ENST0000030013 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000054387 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000055615 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000045407 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000053891 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000053721 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000053520 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
isotig46679 GAGAAGGAGAGGTTTCTGCTCAAGGATAAAATGCCCGGGACATTTTTGTT
isotig12565 GAGCGGGAGCGGGCGATCCTGAGCACGAAACCCCCGGGCACCTTCCTGCT
isotig12566 GAGCGGGAGCGGGCGATCCTGAGCACGAAACCCCCGGGCACCTTCCTGCT
ENSG00000166888:ENST0000030013 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000054387 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000055615 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000045407 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000053891 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000053721 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000053520 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
isotig46679 ACGATTCAGTGAG---AGCCATCTCGGAGGGATCACCTTCACCTGGGTGG
isotig12565 GAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACTTGGGTGG
isotig12566 GAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACTTGGGTGG
ENSG00000166888:ENST0000030013 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000054387 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000055615 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000045407 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000053891 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000053721 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000053520 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
isotig46679 ACCACTCTGAAAACGGAGAAGTGAGATTCCACTCCGTAGAACCCTACAAC
isotig12565 AAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACC
isotig12566 AAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACC
ENSG00000166888:ENST0000030013 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000054387 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000055615 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000045407 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000053891 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000053721 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000053520 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
isotig46679 AAAGGGCGTCTGTCGGCCCTGCCATTTGCTGACATCCTGCGGGACTACAA
isotig12565 AAGCAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAA
isotig12566 AAGCAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAA
ENSG00000166888:ENST0000030013 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000054387 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000055615 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000045407 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000053891 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000053721 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000053520 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
isotig46679 GGTCATCATGGCTGAGAACATTCCCGAGAACCCTCTCAAGTACCTCTACC
isotig12565 GATCATGGATGCCACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACC
isotig12566 GATCATGGATGCCACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACC
ENSG00000166888:ENST0000030013 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000054387 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000055615 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000045407 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000053891 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000053721 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000053520 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
isotig46679 CCGACATCCCCAAAGACAAAGCCTTCGGTAAACACTACAGCTCCCAGCCT
isotig12565 CTGACATTCCCAAGGAGGAGGCGTTCGGGAAGTACTGT------------
isotig12566 CTGACATTCCCAAGGAGGAGGCGTTCGGGAAGTACTGT------------
ENSG00000166888:ENST0000030013 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000054387 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000055615 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000045407 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000053891 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000053721 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000053520 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
isotig46679 TGCGAAGTTTCAAGGCCAACA------GAACGGGGAGACAAAGGTTATGT
isotig12565 ------------CGACCAGAG-----------------------------
isotig12566 ------------CGACCAGAG-----------------------------
ENSG00000166888:ENST0000030013 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000054387 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000055615 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000045407 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000053891 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000053721 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000053520 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
isotig46679 TCCTTCAGTTTTTATCCCTATTTCAACAATCCGCAGCGACGCCATGGAGC
isotig12565 -------------------------------AGCCAGGAGCATCCTGAAG
isotig12566 -------------------------------AGCCAGGAGCATCCTGAAG
ENSG00000166888:ENST0000030013 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000054387 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000055615 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000045407 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000053891 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000053721 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000053520 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
isotig46679 CGCAG------------------------------------------TCT
isotig12565 CTGAC---------------------------------------------
isotig12566 CTGAC---------------------------------------------
ENSG00000166888:ENST0000030013 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000054387 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000055615 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000045407 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000053891 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000053721 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000053520 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
isotig46679 CCTTCAGACCTTCTCCCC------------------ATGTCTCCGAGTGT
isotig12565 CCCGGTAGTGCCGCCCCT------------------TACCTGAAGACCAA
isotig12566 CCCGGTAGTTGTTTTTCCATG-----------------------------
ENSG00000166888:ENST0000030013 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000054387 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000055615 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000045407 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000053891 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000053721 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000053520 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
isotig46679 ATACGCTGTGCTGAGAGAAAACCTGAGCCCT-------------------
isotig12565 GTTCATCTGTGTGACACCAACGACCTGCAGC-------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000054387 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000055615 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000045407 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000053891 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000053721 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000053520 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
isotig46679 --------------------------------------------------
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000054387 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000055615 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000045407 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000053891 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000053721 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000053520 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
isotig46679 ------------ACCACAATTGAAACAGCAATGAAGTCTCCATATTCTGA
isotig12565 ------------AATACCATTGACCTGCCGATGTCCCCCCCGCAC-----
isotig12566 ------------GTTCTGGTTTCGCTGTTAGGGAAAGGGGGACAGTGCAG
ENSG00000166888:ENST0000030013 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000054387 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000055615 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000045407 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000053891 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000053721 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000053520 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
isotig46679 GCGGTAC---------------------AAAGCGACTCTTCAAGGAAGAG
isotig12565 --------------------------------------------------
isotig12566 GTCCTTG---------------------------------------GAGG
ENSG00000166888:ENST0000030013 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000054387 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000055615 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000045407 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000053891 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000053721 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000053520 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
isotig46679 AGCAGATGAAAACGGAGACTGCTCTTTGCCAAAGTCCACAATTCATTTCT
isotig12565 --------------------------------------------------
isotig12566 AGAGACAAGGACATGACCGGGTGTCTGGTGGTGAGTCCTGCTATGGAAGA
ENSG00000166888:ENST0000030013 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000054387 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000055615 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000045407 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000053891 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000053721 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000053520 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
isotig46679 TCAGCTTTGATACTGGTTTCTAGAAAATGGCACAAATCCGAAGCTTTCCT
isotig12565 ------TTTAGATTCATTGATGCAGTTTGGAAACGGAGGTGCGCCCTC--
isotig12566 GCTGTTTAT------------------TGGGTACTTCAG-----------
ENSG00000166888:ENST0000030013 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000054387 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000055615 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000045407 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000053891 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000053721 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000053520 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
isotig46679 CTCACTA------------------------------------------G
isotig12565 -------------------------------------------------G
isotig12566 -------------------------------------------------G
ENSG00000166888:ENST0000030013 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000054387 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000055615 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000045407 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000053891 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000053721 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000053520 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
isotig46679 GTGACATTCCCCAACTGGGAGTGCTGCTGAAATGCAAACCAAAGCTTCAG
isotig12565 GCAGGAGGGCAGTTGTCACTCACGTTCATGGATCTGAC------------
isotig12566 GTGACCGGGATTCAAGAGAAGACCAGAATCAGGCCTCA------------
ENSG00000166888:ENST0000030013 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000054387 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000055615 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000045407 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000053891 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000053721 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000053520 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
isotig46679 ATAAACACGCAGGAAAAGACAGCTTCGAGAAACCTATGTTCGCAATATAA
isotig12565 ---------TTCGGAGTGCGCTACCTCCCCCATGTGAGGAGC--------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000054387 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000055615 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000045407 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000053891 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000053721 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000053520 GGCCAACCCCAGTTGG
isotig46679 CAGAAGGCTGCTTTGC
isotig12565 ----------------
isotig12566 ----------------
""",
)
def test4(self):
aligner = CodonAligner()
nucleotide_records = SeqIO.index("codonalign/nucl4.fa", "fasta")
protein_alignment = Align.read("codonalign/pro4.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 10)
codon_alignments = []
protein_record = protein_alignment.sequences[0]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K E G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[1]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[2]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[3]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 847], [0, 2541]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M S L W G L V S K M P P E K V Q R L Y V
ENSG00000 0 ATGTCTCTGTGGGGTCTGGTCTCCAAGATGCCCCCAGAAAAAGTGCAGCGGCTCTATGTC
ENSG00000 20 D F P Q H L R H L L G D W L E S Q P W E
ENSG00000 60 GACTTTCCCCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGGAG
ENSG00000 40 F L V G S D A F C C N L A S A L L S D T
ENSG00000 120 TTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTACTTTCAGACACT
ENSG00000 60 V Q H L Q A S V G E Q G E G S T I L Q H
ENSG00000 180 GTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGAGGGGAGCACCATCTTGCAACAC
ENSG00000 80 I S T L E S I Y Q R D P L K L V A T F R
ENSG00000 240 ATCAGCACCCTTGAGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGA
ENSG00000 100 Q I L Q G E K K A V M E Q F R H L P M P
ENSG00000 300 CAAATACTTCAAGGAGAGAAAAAAGCTGTTATGGAACAGTTCCGCCACTTGCCAATGCCT
ENSG00000 120 F H W K Q E E L K F K T G L R R L Q H R
ENSG00000 360 TTCCACTGGAAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGGAGGCTGCAGCACCGA
ENSG00000 140 V G E I H L L R E A L Q K G A E A G Q V
ENSG00000 420 GTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTGAGGCTGGCCAAGTG
ENSG00000 160 S L H S L I E T P A N G T G P S E A L A
ENSG00000 480 TCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGGACTGGGCCAAGTGAGGCCCTGGCC
ENSG00000 180 M L L Q E T T G E L E A A K A L V L K R
ENSG00000 540 ATGCTACTGCAGGAGACCACTGGAGAGCTAGAGGCAGCCAAAGCCCTAGTGCTGAAGAGG
ENSG00000 200 I Q I W K R Q Q Q L A G N G A P F E E S
ENSG00000 600 ATCCAGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAGGAGAGC
ENSG00000 220 L A P L Q E R C E S L V D I Y S Q L Q Q
ENSG00000 660 CTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTATTCCCAGCTACAGCAG
ENSG00000 240 E V G A A G G E L E P K T R A S L T G R
ENSG00000 720 GAGGTAGGGGCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGCCGG
ENSG00000 260 L D E V L R T L V T S C F L V E K Q P P
ENSG00000 780 CTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGAGAAGCAGCCCCCC
ENSG00000 280 Q V L K T Q T K F Q A G V R F L L G L R
ENSG00000 840 CAGGTACTGAAGACTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGG
ENSG00000 300 F L G A P A K P P L V R A D M V T E K Q
ENSG00000 900 TTCCTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGAGAAGCAG
ENSG00000 320 A R E L S V P Q G P G A G A E S T G E I
ENSG00000 960 GCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAGAAAGCACTGGAGAAATC
ENSG00000 340 I N N T V P L E N S I P G N C C S A L F
ENSG00000 1020 ATCAACAACACTGTGCCCTTGGAGAACAGCATTCCTGGGAACTGCTGCTCTGCCCTGTTC
ENSG00000 360 K N L L L K K I K R C E R K G T E S V T
ENSG00000 1080 AAGAACCTGCTTCTCAAGAAGATCAAGCGGTGTGAGCGGAAGGGCACTGAGTCTGTCACA
ENSG00000 380 E E K C A V L F S A S F T L G P G K L P
ENSG00000 1140 GAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCCGGCAAACTCCCC
ENSG00000 400 I Q L Q A L S L P L V V I V H G N Q D N
ENSG00000 1200 ATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCATCGTCCATGGCAACCAAGACAAC
ENSG00000 420 N A K A T I L W D N A F S E M D R V P F
ENSG00000 1260 AATGCCAAAGCCACTATCCTGTGGGACAATGCCTTCTCTGAGATGGACCGCGTGCCCTTT
ENSG00000 440 V V A E R V P W E K M C E T L N L K F M
ENSG00000 1320 GTGGTGGCTGAGCGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATG
ENSG00000 460 A E V G T N R G L L P E H F L F L A Q K
ENSG00000 1380 GCTGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGGCCCAGAAG
ENSG00000 480 I F N D N S L S M E A F Q H R S V S W S
ENSG00000 1440 ATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCACCGTTCTGTGTCCTGGTCG
ENSG00000 500 Q F N K E I L L G R G F T F W Q W F D G
ENSG00000 1500 CAGTTCAACAAGGAGATCCTGCTGGGCCGTGGCTTCACCTTTTGGCAGTGGTTTGATGGT
ENSG00000 520 V L D L T K R C L R S Y W S D R L I I G
ENSG00000 1560 GTCCTGGACCTCACCAAACGCTGTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGC
ENSG00000 540 F I S K Q Y V T S L L L N E P D G T F L
ENSG00000 1620 TTCATCAGCAAACAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTC
ENSG00000 560 L R F S D S E I G G I T I A H V I R G Q
ENSG00000 1680 CTCCGCTTCAGCGACTCAGAGATTGGGGGCATCACCATTGCCCATGTCATCCGGGGCCAG
ENSG00000 580 D G S P Q I E N I Q P F S A K D L S I R
ENSG00000 1740 GATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCTGCCAAAGACCTGTCCATTCGC
ENSG00000 600 S L G D R I R D L A Q L K N L Y P K K P
ENSG00000 1800 TCACTGGGGGACCGAATCCGGGATCTTGCTCAGCTCAAAAATCTCTATCCCAAGAAGCCC
ENSG00000 620 K D E A F R S H Y K P E Q M G K D G R G
ENSG00000 1860 AAGGATGAGGCTTTCCGGAGCCACTACAAGCCTGAACAGATGGGTAAGGATGGCAGGGGT
ENSG00000 640 Y V P A T I K M T V E R D Q P L P T P E
ENSG00000 1920 TATGTCCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCCCAGAG
ENSG00000 660 L Q M P T M V P S Y D L G M A P D S S M
ENSG00000 1980 CTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCCCCTGATTCCTCCATG
ENSG00000 680 S M Q L G P D M V P Q V Y P P H S H S I
ENSG00000 2040 AGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGTGTACCCACCACACTCTCACTCCATC
ENSG00000 700 P P Y Q G L S P E E S V N V L S A F Q E
ENSG00000 2100 CCCCCGTATCAAGGCCTCTCCCCAGAAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAG
ENSG00000 720 P H L Q M P P S L G Q M S L P F D Q P H
ENSG00000 2160 CCTCACCTGCAGATGCCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCAC
ENSG00000 740 P Q G L L P C Q P Q E H A V S S P D P L
ENSG00000 2220 CCCCAGGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACCCCCTG
ENSG00000 760 L C S D V T M V E D S C L S Q P V T A F
ENSG00000 2280 CTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAGCCAGTGACAGCGTTT
ENSG00000 780 P Q G T W I G E D I F P P L L P P T E Q
ENSG00000 2340 CCTCAGGGCACTTGGATTGGTGAAGACATATTCCCTCCTCTGCTGCCTCCCACTGAACAG
ENSG00000 800 D L T K L L L E G Q G E S G G G S L G A
ENSG00000 2400 GACCTCACTAAGCTTCTCCTGGAGGGGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCA
ENSG00000 820 Q P L L Q P S H Y G Q S G I S M S H M D
ENSG00000 2460 CAGCCCCTCCTGCAGCCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGAC
ENSG00000 840 L R A N P S W 847
ENSG00000 2520 CTAAGGGCCAACCCCAGTTGG 2541
""",
)
protein_record = protein_alignment.sequences[4]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 737], [0, 2211]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M E Q F R H L P M P F H W K Q E E L K F
ENSG00000 0 ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGGAAGCAGGAAGAACTCAAGTTT
ENSG00000 20 K T G L R R L Q H R V G E I H L L R E A
ENSG00000 60 AAGACAGGCTTGCGGAGGCTGCAGCACCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCC
ENSG00000 40 L Q K G A E A G Q V S L H S L I E T P A
ENSG00000 120 CTGCAGAAGGGGGCTGAGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCT
ENSG00000 60 N G T G P S E A L A M L L Q E T T G E L
ENSG00000 180 AATGGGACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGAGCTA
ENSG00000 80 E A A K A L V L K R I Q I W K R Q Q Q L
ENSG00000 240 GAGGCAGCCAAAGCCCTAGTGCTGAAGAGGATCCAGATTTGGAAACGGCAGCAGCAGCTG
ENSG00000 100 A G N G A P F E E S L A P L Q E R C E S
ENSG00000 300 GCAGGGAATGGCGCACCGTTTGAGGAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGC
ENSG00000 120 L V D I Y S Q L Q Q E V G A A G G E L E
ENSG00000 360 CTGGTGGACATTTATTCCCAGCTACAGCAGGAGGTAGGGGCGGCTGGTGGGGAGCTTGAG
ENSG00000 140 P K T R A S L T G R L D E V L R T L V T
ENSG00000 420 CCCAAGACCCGGGCATCGCTGACTGGCCGGCTGGATGAAGTCCTGAGAACCCTCGTCACC
ENSG00000 160 S C F L V E K Q P P Q V L K T Q T K F Q
ENSG00000 480 AGTTGCTTCCTGGTGGAGAAGCAGCCCCCCCAGGTACTGAAGACTCAGACCAAGTTCCAG
ENSG00000 180 A G V R F L L G L R F L G A P A K P P L
ENSG00000 540 GCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTCCTGGGGGCCCCAGCCAAGCCTCCGCTG
ENSG00000 200 V R A D M V T E K Q A R E L S V P Q G P
ENSG00000 600 GTCAGGGCCGACATGGTGACAGAGAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCT
ENSG00000 220 G A G A E S T G E I I N N T V P L E N S
ENSG00000 660 GGGGCTGGAGCAGAAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGC
ENSG00000 240 I P G N C C S A L F K N L L L K K I K R
ENSG00000 720 ATTCCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGATCAAGCGG
ENSG00000 260 C E R K G T E S V T E E K C A V L F S A
ENSG00000 780 TGTGAGCGGAAGGGCACTGAGTCTGTCACAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCC
ENSG00000 280 S F T L G P G K L P I Q L Q A L S L P L
ENSG00000 840 AGCTTCACACTTGGCCCCGGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTG
ENSG00000 300 V V I V H G N Q D N N A K A T I L W D N
ENSG00000 900 GTGGTCATCGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACAAT
ENSG00000 320 A F S E M D R V P F V V A E R V P W E K
ENSG00000 960 GCCTTCTCTGAGATGGACCGCGTGCCCTTTGTGGTGGCTGAGCGGGTGCCCTGGGAGAAG
ENSG00000 340 M C E T L N L K F M A E V G T N R G L L
ENSG00000 1020 ATGTGTGAAACTCTGAACCTGAAGTTCATGGCTGAGGTGGGGACCAACCGGGGGCTGCTC
ENSG00000 360 P E H F L F L A Q K I F N D N S L S M E
ENSG00000 1080 CCAGAGCACTTCCTCTTCCTGGCCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAG
ENSG00000 380 A F Q H R S V S W S Q F N K E I L L G R
ENSG00000 1140 GCCTTCCAGCACCGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGT
ENSG00000 400 G F T F W Q W F D G V L D L T K R C L R
ENSG00000 1200 GGCTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCTGTCTCCGG
ENSG00000 420 S Y W S D R L I I G F I S K Q Y V T S L
ENSG00000 1260 AGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAACAGTACGTTACTAGCCTT
ENSG00000 440 L L N E P D G T F L L R F S D S E I G G
ENSG00000 1320 CTTCTCAATGAGCCCGACGGAACCTTTCTCCTCCGCTTCAGCGACTCAGAGATTGGGGGC
ENSG00000 460 I T I A H V I R G Q D G S P Q I E N I Q
ENSG00000 1380 ATCACCATTGCCCATGTCATCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAG
ENSG00000 480 P F S A K D L S I R S L G D R I R D L A
ENSG00000 1440 CCATTCTCTGCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGATCTTGCT
ENSG00000 500 Q L K N L Y P K K P K D E A F R S H Y K
ENSG00000 1500 CAGCTCAAAAATCTCTATCCCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTACAAG
ENSG00000 520 P E Q M G K D G R G Y V P A T I K M T V
ENSG00000 1560 CCTGAACAGATGGGTAAGGATGGCAGGGGTTATGTCCCAGCTACCATCAAGATGACCGTG
ENSG00000 540 E R D Q P L P T P E L Q M P T M V P S Y
ENSG00000 1620 GAAAGGGACCAACCACTTCCTACCCCAGAGCTCCAGATGCCTACCATGGTGCCTTCTTAT
ENSG00000 560 D L G M A P D S S M S M Q L G P D M V P
ENSG00000 1680 GACCTTGGAATGGCCCCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCC
ENSG00000 580 Q V Y P P H S H S I P P Y Q G L S P E E
ENSG00000 1740 CAGGTGTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAGAAGAA
ENSG00000 600 S V N V L S A F Q E P H L Q M P P S L G
ENSG00000 1800 TCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATGCCCCCCAGCCTGGGC
ENSG00000 620 Q M S L P F D Q P H P Q G L L P C Q P Q
ENSG00000 1860 CAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCAGGGCCTGCTGCCGTGCCAGCCTCAG
ENSG00000 640 E H A V S S P D P L L C S D V T M V E D
ENSG00000 1920 GAGCATGCTGTGTCCAGCCCTGACCCCCTGCTCTGCTCAGATGTGACCATGGTGGAAGAC
ENSG00000 660 S C L S Q P V T A F P Q G T W I G E D I
ENSG00000 1980 AGCTGCCTGAGCCAGCCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATA
ENSG00000 680 F P P L L P P T E Q D L T K L L L E G Q
ENSG00000 2040 TTCCCTCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGGGGCAA
ENSG00000 700 G E S G G G S L G A Q P L L Q P S H Y G
ENSG00000 2100 GGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAGCCCTCCCACTATGGG
ENSG00000 720 Q S G I S M S H M D L R A N P S W 737
ENSG00000 2160 CAATCTGGGATCTCAATGTCCCACATGGACCTAAGGGCCAACCCCAGTTGG 2211
""",
)
protein_record = protein_alignment.sequences[5]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 737], [0, 2211]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M E Q F R H L P M P F H W K Q E E L K F
ENSG00000 0 ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGGAAGCAGGAAGAACTCAAGTTT
ENSG00000 20 K T G L R R L Q H R V G E I H L L R E A
ENSG00000 60 AAGACAGGCTTGCGGAGGCTGCAGCACCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCC
ENSG00000 40 L Q K G A E A G Q V S L H S L I E T P A
ENSG00000 120 CTGCAGAAGGGGGCTGAGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCT
ENSG00000 60 N G T G P S E A L A M L L Q E T T G E L
ENSG00000 180 AATGGGACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGAGCTA
ENSG00000 80 E A A K A L V L K R I Q I W K R Q Q Q L
ENSG00000 240 GAGGCAGCCAAAGCCCTAGTGCTGAAGAGGATCCAGATTTGGAAACGGCAGCAGCAGCTG
ENSG00000 100 A G N G A P F E E S L A P L Q E R C E S
ENSG00000 300 GCAGGGAATGGCGCACCGTTTGAGGAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGC
ENSG00000 120 L V D I Y S Q L Q Q E V G A A G G E L E
ENSG00000 360 CTGGTGGACATTTATTCCCAGCTACAGCAGGAGGTAGGGGCGGCTGGTGGGGAGCTTGAG
ENSG00000 140 P K T R A S L T G R L D E V L R T L V T
ENSG00000 420 CCCAAGACCCGGGCATCGCTGACTGGCCGGCTGGATGAAGTCCTGAGAACCCTCGTCACC
ENSG00000 160 S C F L V E K Q P P Q V L K T Q T K F Q
ENSG00000 480 AGTTGCTTCCTGGTGGAGAAGCAGCCCCCCCAGGTACTGAAGACTCAGACCAAGTTCCAG
ENSG00000 180 A G V R F L L G L R F L G A P A K P P L
ENSG00000 540 GCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTCCTGGGGGCCCCAGCCAAGCCTCCGCTG
ENSG00000 200 V R A D M V T E K Q A R E L S V P Q G P
ENSG00000 600 GTCAGGGCCGACATGGTGACAGAGAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCT
ENSG00000 220 G A G A E S T G E I I N N T V P L E N S
ENSG00000 660 GGGGCTGGAGCAGAAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGC
ENSG00000 240 I P G N C C S A L F K N L L L K K I K R
ENSG00000 720 ATTCCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGATCAAGCGG
ENSG00000 260 C E R K G T E S V T E E K C A V L F S A
ENSG00000 780 TGTGAGCGGAAGGGCACTGAGTCTGTCACAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCC
ENSG00000 280 S F T L G P G K L P I Q L Q A L S L P L
ENSG00000 840 AGCTTCACACTTGGCCCCGGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTG
ENSG00000 300 V V I V H G N Q D N N A K A T I L W D N
ENSG00000 900 GTGGTCATCGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACAAT
ENSG00000 320 A F S E M D R V P F V V A E R V P W E K
ENSG00000 960 GCCTTCTCTGAGATGGACCGCGTGCCCTTTGTGGTGGCTGAGCGGGTGCCCTGGGAGAAG
ENSG00000 340 M C E T L N L K F M A E V G T N R G L L
ENSG00000 1020 ATGTGTGAAACTCTGAACCTGAAGTTCATGGCTGAGGTGGGGACCAACCGGGGGCTGCTC
ENSG00000 360 P E H F L F L A Q K I F N D N S L S M E
ENSG00000 1080 CCAGAGCACTTCCTCTTCCTGGCCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAG
ENSG00000 380 A F Q H R S V S W S Q F N K E I L L G R
ENSG00000 1140 GCCTTCCAGCACCGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGT
ENSG00000 400 G F T F W Q W F D G V L D L T K R C L R
ENSG00000 1200 GGCTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCTGTCTCCGG
ENSG00000 420 S Y W S D R L I I G F I S K Q Y V T S L
ENSG00000 1260 AGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAACAGTACGTTACTAGCCTT
ENSG00000 440 L L N E P D G T F L L R F S D S E I G G
ENSG00000 1320 CTTCTCAATGAGCCCGACGGAACCTTTCTCCTCCGCTTCAGCGACTCAGAGATTGGGGGC
ENSG00000 460 I T I A H V I R G Q D G S P Q I E N I Q
ENSG00000 1380 ATCACCATTGCCCATGTCATCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAG
ENSG00000 480 P F S A K D L S I R S L G D R I R D L A
ENSG00000 1440 CCATTCTCTGCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGATCTTGCT
ENSG00000 500 Q L K N L Y P K K P K D E A F R S H Y K
ENSG00000 1500 CAGCTCAAAAATCTCTATCCCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTACAAG
ENSG00000 520 P E Q M G K D G R G Y V P A T I K M T V
ENSG00000 1560 CCTGAACAGATGGGTAAGGATGGCAGGGGTTATGTCCCAGCTACCATCAAGATGACCGTG
ENSG00000 540 E R D Q P L P T P E L Q M P T M V P S Y
ENSG00000 1620 GAAAGGGACCAACCACTTCCTACCCCAGAGCTCCAGATGCCTACCATGGTGCCTTCTTAT
ENSG00000 560 D L G M A P D S S M S M Q L G P D M V P
ENSG00000 1680 GACCTTGGAATGGCCCCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCC
ENSG00000 580 Q V Y P P H S H S I P P Y Q G L S P E E
ENSG00000 1740 CAGGTGTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAGAAGAA
ENSG00000 600 S V N V L S A F Q E P H L Q M P P S L G
ENSG00000 1800 TCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATGCCCCCCAGCCTGGGC
ENSG00000 620 Q M S L P F D Q P H P Q G L L P C Q P Q
ENSG00000 1860 CAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCAGGGCCTGCTGCCGTGCCAGCCTCAG
ENSG00000 640 E H A V S S P D P L L C S D V T M V E D
ENSG00000 1920 GAGCATGCTGTGTCCAGCCCTGACCCCCTGCTCTGCTCAGATGTGACCATGGTGGAAGAC
ENSG00000 660 S C L S Q P V T A F P Q G T W I G E D I
ENSG00000 1980 AGCTGCCTGAGCCAGCCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATA
ENSG00000 680 F P P L L P P T E Q D L T K L L L E G Q
ENSG00000 2040 TTCCCTCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGGGGCAA
ENSG00000 700 G E S G G G S L G A Q P L L Q P S H Y G
ENSG00000 2100 GGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAGCCCTCCCACTATGGG
ENSG00000 720 Q S G I S M S H M D L R A N P S W 737
ENSG00000 2160 CAATCTGGGATCTCAATGTCCCACATGGACCTAAGGGCCAACCCCAGTTGG 2211
""",
)
protein_record = protein_alignment.sequences[6]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 737], [0, 2211]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M E Q F R H L P M P F H W K Q E E L K F
ENSG00000 0 ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGGAAGCAGGAAGAACTCAAGTTT
ENSG00000 20 K T G L R R L Q H R V G E I H L L R E A
ENSG00000 60 AAGACAGGCTTGCGGAGGCTGCAGCACCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCC
ENSG00000 40 L Q K G A E A G Q V S L H S L I E T P A
ENSG00000 120 CTGCAGAAGGGGGCTGAGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCT
ENSG00000 60 N G T G P S E A L A M L L Q E T T G E L
ENSG00000 180 AATGGGACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGAGCTA
ENSG00000 80 E A A K A L V L K R I Q I W K R Q Q Q L
ENSG00000 240 GAGGCAGCCAAAGCCCTAGTGCTGAAGAGGATCCAGATTTGGAAACGGCAGCAGCAGCTG
ENSG00000 100 A G N G A P F E E S L A P L Q E R C E S
ENSG00000 300 GCAGGGAATGGCGCACCGTTTGAGGAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGC
ENSG00000 120 L V D I Y S Q L Q Q E V G A A G G E L E
ENSG00000 360 CTGGTGGACATTTATTCCCAGCTACAGCAGGAGGTAGGGGCGGCTGGTGGGGAGCTTGAG
ENSG00000 140 P K T R A S L T G R L D E V L R T L V T
ENSG00000 420 CCCAAGACCCGGGCATCGCTGACTGGCCGGCTGGATGAAGTCCTGAGAACCCTCGTCACC
ENSG00000 160 S C F L V E K Q P P Q V L K T Q T K F Q
ENSG00000 480 AGTTGCTTCCTGGTGGAGAAGCAGCCCCCCCAGGTACTGAAGACTCAGACCAAGTTCCAG
ENSG00000 180 A G V R F L L G L R F L G A P A K P P L
ENSG00000 540 GCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTCCTGGGGGCCCCAGCCAAGCCTCCGCTG
ENSG00000 200 V R A D M V T E K Q A R E L S V P Q G P
ENSG00000 600 GTCAGGGCCGACATGGTGACAGAGAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCT
ENSG00000 220 G A G A E S T G E I I N N T V P L E N S
ENSG00000 660 GGGGCTGGAGCAGAAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGC
ENSG00000 240 I P G N C C S A L F K N L L L K K I K R
ENSG00000 720 ATTCCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGATCAAGCGG
ENSG00000 260 C E R K G T E S V T E E K C A V L F S A
ENSG00000 780 TGTGAGCGGAAGGGCACTGAGTCTGTCACAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCC
ENSG00000 280 S F T L G P G K L P I Q L Q A L S L P L
ENSG00000 840 AGCTTCACACTTGGCCCCGGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTG
ENSG00000 300 V V I V H G N Q D N N A K A T I L W D N
ENSG00000 900 GTGGTCATCGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACAAT
ENSG00000 320 A F S E M D R V P F V V A E R V P W E K
ENSG00000 960 GCCTTCTCTGAGATGGACCGCGTGCCCTTTGTGGTGGCTGAGCGGGTGCCCTGGGAGAAG
ENSG00000 340 M C E T L N L K F M A E V G T N R G L L
ENSG00000 1020 ATGTGTGAAACTCTGAACCTGAAGTTCATGGCTGAGGTGGGGACCAACCGGGGGCTGCTC
ENSG00000 360 P E H F L F L A Q K I F N D N S L S M E
ENSG00000 1080 CCAGAGCACTTCCTCTTCCTGGCCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAG
ENSG00000 380 A F Q H R S V S W S Q F N K E I L L G R
ENSG00000 1140 GCCTTCCAGCACCGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGT
ENSG00000 400 G F T F W Q W F D G V L D L T K R C L R
ENSG00000 1200 GGCTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCTGTCTCCGG
ENSG00000 420 S Y W S D R L I I G F I S K Q Y V T S L
ENSG00000 1260 AGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAACAGTACGTTACTAGCCTT
ENSG00000 440 L L N E P D G T F L L R F S D S E I G G
ENSG00000 1320 CTTCTCAATGAGCCCGACGGAACCTTTCTCCTCCGCTTCAGCGACTCAGAGATTGGGGGC
ENSG00000 460 I T I A H V I R G Q D G S P Q I E N I Q
ENSG00000 1380 ATCACCATTGCCCATGTCATCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAG
ENSG00000 480 P F S A K D L S I R S L G D R I R D L A
ENSG00000 1440 CCATTCTCTGCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGATCTTGCT
ENSG00000 500 Q L K N L Y P K K P K D E A F R S H Y K
ENSG00000 1500 CAGCTCAAAAATCTCTATCCCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTACAAG
ENSG00000 520 P E Q M G K D G R G Y V P A T I K M T V
ENSG00000 1560 CCTGAACAGATGGGTAAGGATGGCAGGGGTTATGTCCCAGCTACCATCAAGATGACCGTG
ENSG00000 540 E R D Q P L P T P E L Q M P T M V P S Y
ENSG00000 1620 GAAAGGGACCAACCACTTCCTACCCCAGAGCTCCAGATGCCTACCATGGTGCCTTCTTAT
ENSG00000 560 D L G M A P D S S M S M Q L G P D M V P
ENSG00000 1680 GACCTTGGAATGGCCCCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCC
ENSG00000 580 Q V Y P P H S H S I P P Y Q G L S P E E
ENSG00000 1740 CAGGTGTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAGAAGAA
ENSG00000 600 S V N V L S A F Q E P H L Q M P P S L G
ENSG00000 1800 TCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATGCCCCCCAGCCTGGGC
ENSG00000 620 Q M S L P F D Q P H P Q G L L P C Q P Q
ENSG00000 1860 CAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCAGGGCCTGCTGCCGTGCCAGCCTCAG
ENSG00000 640 E H A V S S P D P L L C S D V T M V E D
ENSG00000 1920 GAGCATGCTGTGTCCAGCCCTGACCCCCTGCTCTGCTCAGATGTGACCATGGTGGAAGAC
ENSG00000 660 S C L S Q P V T A F P Q G T W I G E D I
ENSG00000 1980 AGCTGCCTGAGCCAGCCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATA
ENSG00000 680 F P P L L P P T E Q D L T K L L L E G Q
ENSG00000 2040 TTCCCTCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGGGGCAA
ENSG00000 700 G E S G G G S L G A Q P L L Q P S H Y G
ENSG00000 2100 GGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAGCCCTCCCACTATGGG
ENSG00000 720 Q S G I S M S H M D L R A N P S W 737
ENSG00000 2160 CAATCTGGGATCTCAATGTCCCACATGGACCTAAGGGCCAACCCCAGTTGG 2211
""",
)
protein_record = protein_alignment.sequences[7]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
nucleotide_record = nucleotide_record.upper()
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1021], [0, 3063]]))
)
self.assertEqual(
str(alignment),
"""\
isotig466 0 E V T Q S R R K P V R E G R P W E P S Q
isotig466 0 AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
isotig466 20 E L A Q T P E G G C P R Q E S R P E G G
isotig466 60 GAGTTGGCCCAAACCCCTGAGGGAGGCTGTCCTCGGCAGGAGAGCAGACCTGAGGGAGGT
isotig466 40 W C A G P G C P A L P S H P R A G S P E
isotig466 120 TGGTGTGCCGGTCCTGGTTGTCCAGCCCTCCCGTCCCATCCCAGGGCTGGCTCACCAGAA
isotig466 60 K S T G I P G P L G R E Q R V S S C P G
isotig466 180 AAAAGTACAGGCATCCCAGGCCCTCTGGGGCGGGAGCAGAGGGTCTCCTCTTGTCCGGGG
isotig466 80 E D K N K N K K R V C S P H W K S S G A
isotig466 240 GAAGACAAAAACAAAAACAAAAAACGAGTGTGTAGCCCTCACTGGAAGTCTTCTGGTGCT
isotig466 100 L G P F A L G S L A S G H G G R A P P G
isotig466 300 CTGGGGCCGTTTGCACTTGGGAGCCTGGCTTCTGGGCATGGTGGCCGGGCTCCGCCGGGG
isotig466 120 A S A L G K A F L E Q S G W E P T E V P
isotig466 360 GCTTCAGCCCTCGGCAAAGCGTTTCTAGAACAGAGTGGGTGGGAGCCGACTGAAGTCCCA
isotig466 140 E P R T L T H R K A S S G W R N A N P P
isotig466 420 GAACCGCGAACACTGACGCACAGGAAAGCCTCGAGTGGGTGGAGAAATGCAAATCCCCCA
isotig466 160 V A W P Q P L R T L T A D S D F G L E R
isotig466 480 GTGGCATGGCCTCAGCCGCTGCGGACCCTGACGGCCGATTCTGACTTCGGACTTGAGCGG
isotig466 180 D Q H P D P G R A S M S Q W N Q V Q Q L
isotig466 540 GACCAGCACCCGGACCCAGGGCGAGCCAGCATGTCTCAGTGGAATCAAGTCCAACAGTTA
isotig466 200 E I K F L E Q V D Q F Y D D N F P M E I
isotig466 600 GAAATCAAGTTTTTGGAGCAAGTTGATCAGTTCTATGATGACAACTTTCCCATGGAAATC
isotig466 220 R H L L A Q W I E H Q D W E V A S N N E
isotig466 660 CGACATCTGCTGGCCCAGTGGATTGAGCATCAAGACTGGGAGGTGGCCTCTAACAATGAA
isotig466 240 T M A T I L L Q N L L I Q L D E Q L G R
isotig466 720 ACTATGGCAACAATTCTTCTTCAAAACTTATTAATACAATTGGATGAACAGTTAGGTCGT
isotig466 260 V S K E K N L L L I H N L K R I R K V L
isotig466 780 GTTTCCAAAGAGAAAAACCTGCTATTGATCCACAATCTAAAGAGAATTAGAAAAGTACTT
isotig466 280 Q G K F H G N P M H V A V V I S N C L R
isotig466 840 CAGGGGAAGTTTCATGGAAATCCAATGCATGTAGCCGTGGTAATCTCAAATTGTTTAAGG
isotig466 300 E E R R I L A A A N M P I Q G P L E K S
isotig466 900 GAAGAGAGGAGAATACTGGCTGCAGCGAACATGCCTATCCAGGGACCTCTGGAGAAATCC
isotig466 320 L Q S S S V S E R Q R N V E H K V A A I
isotig466 960 TTACAAAGTTCGTCGGTTTCAGAAAGACAGAGAAATGTGGAACACAAAGTGGCTGCCATT
isotig466 340 K N S V Q M T E Q D T K Y L E D L Q D E
isotig466 1020 AAAAACAGTGTGCAGATGACAGAACAAGACACCAAATACTTGGAAGATCTGCAAGATGAA
isotig466 360 F D Y R Y K T I Q T M D Q G D K N S I L
isotig466 1080 TTTGACTACAGGTATAAAACAATTCAGACAATGGACCAGGGTGACAAGAATAGCATCCTA
isotig466 380 M N Q E V L T L Q E M L N S L D F K R K
isotig466 1140 ATGAACCAGGAGGTTTTGACACTCCAAGAAATGCTTAATAGCCTGGACTTCAAGAGAAAG
isotig466 400 E A L T K M T Q I V N E S D L L M S S M
isotig466 1200 GAAGCACTCACTAAGATGACACAGATAGTGAACGAGTCGGACCTGCTGATGAGCAGCATG
isotig466 420 L I E E L Q D W K R R Q Q I A C I G G P
isotig466 1260 CTCATAGAAGAGCTGCAGGACTGGAAGAGGAGGCAGCAGATCGCCTGCATCGGTGGCCCA
isotig466 440 L H N G L D Q L Q N C F T L L A E S L F
isotig466 1320 CTCCACAACGGGCTGGACCAGCTTCAGAACTGCTTTACCCTGTTGGCAGAAAGTCTTTTC
isotig466 460 Q L R R Q L E K L E E Q S S K M T Y E G
isotig466 1380 CAACTCAGACGACAGCTGGAGAAATTAGAGGAGCAGTCTTCCAAGATGACTTACGAAGGA
isotig466 480 D P I P T Q R A H L L E R A T F L I Y N
isotig466 1440 GACCCCATCCCCACGCAGAGAGCACACCTGCTGGAGAGAGCCACCTTCCTGATCTACAAC
isotig466 500 L F K N S F V V E R Q P C M P T H P Q R
isotig466 1500 CTTTTCAAGAACTCATTTGTGGTTGAGCGACAGCCCTGCATGCCAACACACCCTCAGAGG
isotig466 520 P L V L K T L I Q F T A K L R L L I K L
isotig466 1560 CCGCTGGTACTCAAAACCCTCATTCAGTTCACCGCGAAACTGAGACTACTAATAAAATTG
isotig466 540 P E L N Y Q V K V K A S I D K N V S T L
isotig466 1620 CCGGAACTCAACTATCAGGTGAAAGTAAAGGCATCGATCGACAAGAATGTTTCAACGCTA
isotig466 560 S N R R F V L C G T Q V K A M S I E E S
isotig466 1680 AGCAATAGAAGATTTGTGCTTTGTGGAACTCAAGTCAAAGCCATGTCCATCGAGGAATCC
isotig466 580 S N G S L S V E F R H L Q P K E M K S S
isotig466 1740 TCCAATGGGAGCCTCTCAGTAGAATTTAGACATTTGCAACCGAAGGAAATGAAATCCAGT
isotig466 600 A G S K G N E G C H M V T E E L H S I A
isotig466 1800 GCCGGAAGTAAAGGAAATGAGGGCTGCCACATGGTGACGGAAGAGCTGCATTCCATAGCC
isotig466 620 F E T Q I C L Y G L T I D L E T S S L P
isotig466 1860 TTTGAGACCCAGATCTGCCTCTATGGCCTCACCATCGACTTGGAGACAAGCTCATTACCT
isotig466 640 V V M I S N V S Q L P N A W A S I I W Y
isotig466 1920 GTGGTGATGATTTCTAATGTCAGCCAACTGCCTAATGCTTGGGCATCCATCATTTGGTAC
isotig466 660 N V S T N D C Q N L V F F N N P P P V T
isotig466 1980 AATGTGTCAACCAACGATTGCCAGAACTTGGTTTTCTTTAATAATCCTCCGCCTGTCACT
isotig466 680 L S Q L L E V M S W Q F S S Y V G R G L
isotig466 2040 TTGAGTCAACTCCTGGAAGTGATGAGCTGGCAGTTTTCATCCTATGTTGGTCGTGGCCTT
isotig466 700 N S D Q L N M L A E K L T V Q S N Y S D
isotig466 2100 AATTCAGACCAGCTCAACATGCTGGCAGAGAAGCTCACAGTTCAGTCTAACTACAGCGAT
isotig466 720 G H L T W A K F C K E H L P G K P F T F
isotig466 2160 GGTCACCTCACCTGGGCCAAGTTCTGCAAGGAACACTTGCCTGGCAAACCATTTACCTTC
isotig466 740 W T W L E A I L D L I K K H I L P L W I
isotig466 2220 TGGACCTGGCTTGAAGCAATATTGGACCTAATTAAAAAACACATTCTTCCCCTCTGGATT
isotig466 760 D G Y I M G F V S K E K E R F L L K D K
isotig466 2280 GATGGGTACATCATGGGCTTCGTGAGCAAAGAGAAGGAGAGGTTTCTGCTCAAGGATAAA
isotig466 780 M P G T F L L R F S E S H L G G I T F T
isotig466 2340 ATGCCCGGGACATTTTTGTTACGATTCAGTGAGAGCCATCTCGGAGGGATCACCTTCACC
isotig466 800 W V D H S E N G E V R F H S V E P Y N K
isotig466 2400 TGGGTGGACCACTCTGAAAACGGAGAAGTGAGATTCCACTCCGTAGAACCCTACAACAAA
isotig466 820 G R L S A L P F A D I L R D Y K V I M A
isotig466 2460 GGGCGTCTGTCGGCCCTGCCATTTGCTGACATCCTGCGGGACTACAAGGTCATCATGGCT
isotig466 840 E N I P E N P L K Y L Y P D I P K D K A
isotig466 2520 GAGAACATTCCCGAGAACCCTCTCAAGTACCTCTACCCCGACATCCCCAAAGACAAAGCC
isotig466 860 F G K H Y S S Q P C E V S R P T E R G D
isotig466 2580 TTCGGTAAACACTACAGCTCCCAGCCTTGCGAAGTTTCAAGGCCAACAGAACGGGGAGAC
isotig466 880 K G Y V P S V F I P I S T I R S D A M E
isotig466 2640 AAAGGTTATGTTCCTTCAGTTTTTATCCCTATTTCAACAATCCGCAGCGACGCCATGGAG
isotig466 900 P Q S P S D L L P M S P S V Y A V L R E
isotig466 2700 CCGCAGTCTCCTTCAGACCTTCTCCCCATGTCTCCGAGTGTATACGCTGTGCTGAGAGAA
isotig466 920 N L S P T T I E T A M K S P Y S E R Y K
isotig466 2760 AACCTGAGCCCTACCACAATTGAAACAGCAATGAAGTCTCCATATTCTGAGCGGTACAAA
isotig466 940 A T L Q G R E Q M K T E T A L C Q S P Q
isotig466 2820 GCGACTCTTCAAGGAAGAGAGCAGATGAAAACGGAGACTGCTCTTTGCCAAAGTCCACAA
isotig466 960 F I S S A L I L V S R K W H K S E A F L
isotig466 2880 TTCATTTCTTCAGCTTTGATACTGGTTTCTAGAAAATGGCACAAATCCGAAGCTTTCCTC
isotig466 980 S L G D I P Q L G V L L K C K P K L Q I
isotig466 2940 TCACTAGGTGACATTCCCCAACTGGGAGTGCTGCTGAAATGCAAACCAAAGCTTCAGATA
isotig466 1000 N T Q E K T A S R N L C S Q Y N R R L L
isotig466 3000 AACACGCAGGAAAAGACAGCTTCGAGAAACCTATGTTCGCAATATAACAGAAGGCTGCTT
isotig466 1020 C 1021
isotig466 3060 TGC 3063
""",
)
protein_record = protein_alignment.sequences[8]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
nucleotide_record = nucleotide_record.upper()
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 806], [0, 2418]]))
)
self.assertEqual(
str(alignment),
"""\
isotig125 0 A R R G Q A A L G S P A A R T W S Q R S
isotig125 0 GCTAGGAGAGGCCAGGCGGCCCTCGGGAGCCCAGCTGCTCGCACCTGGAGCCAGCGCAGC
isotig125 20 P A S R A S A R E T V T P P D C G R M A
isotig125 60 CCGGCCAGTCGGGCCTCAGCCCGGGAGACAGTTACGCCCCCTGATTGCGGCAGGATGGCC
isotig125 40 Q W N Q L Q Q L D T R Y L E Q L H Q L Y
isotig125 120 CAGTGGAACCAGCTGCAGCAGCTGGACACTCGGTACCTGGAGCAGCTGCACCAGCTGTAC
isotig125 60 S D S F P M E L R Q F L A P W I E S Q D
isotig125 180 AGCGACAGCTTCCCCATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGAT
isotig125 80 W A Y A A S K E S H A T L V F H N L L G
isotig125 240 TGGGCATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTCTTGGGT
isotig125 100 E I D Q Q Y S R F L Q E S N V L Y Q H N
isotig125 300 GAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCCAACGTCCTCTATCAGCACAAC
isotig125 120 L R R I G Q F V Q S R Y L E K P M E I A
isotig125 360 CTTCGGAGGATCAAGCAGTTCCTACAGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCC
isotig125 140 R I V A R C L W E E S R L L Q T A A T A
isotig125 420 CGCATCGTGGCCCGATGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCA
isotig125 160 A Q Q G G Q A N H P T A A V V T E K Q Q
isotig125 480 GCCCAGCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAACAGCAG
isotig125 180 M L E Q H L Q D V R K R V Q D L E Q K M
isotig125 540 ATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGATCTAGAACAGAAAATG
isotig125 200 K V V E N L Q D D F D F N Y K T L K S Q
isotig125 600 AAAGTGGTAGAGAATCTCCAGGATGACTTTGATTTCAACTATAAAACCCTCAAGAGTCAA
isotig125 220 G D M Q D L N G N N Q S V T R Q K M Q Q
isotig125 660 GGAGACATGCAGGATCTGAATGGAAACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAG
isotig125 240 L E Q M L T A L D Q M R R S I V S E L A
isotig125 720 CTGGAACAGATGCTCACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCG
isotig125 260 G L L S A M E Y V Q K T L T D E E L A D
isotig125 780 GGGCTTTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGGCTGAC
isotig125 280 W K R R Q Q I A C I G G P P N I C L D R
isotig125 840 TGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAACATCTGCCTGGATCGC
isotig125 300 L E N W I T S L A E S Q L Q T R Q Q I K
isotig125 900 CTGGAAAACTGGATAACTTCGTTAGCAGAATCTCAACTTCAGACCCGCCAACAAATTAAG
isotig125 320 K L E E L Q Q K V S Y K G D P I V Q H R
isotig125 960 AAACTGGAGGAGCTACAGCAGAAGGTGTCCTACAAGGGGGACCCCATTGTGCAGCACCGG
isotig125 340 P M L E E R I V E L F R N L M K S A F V
isotig125 1020 CCGATGCTGGAGGAGCGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTG
isotig125 360 V E R Q P C M P M H P D R P L V I K T G
isotig125 1080 GTGGAGCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGACTGGT
isotig125 380 V Q F T T K V R L L V K F P E L N Y Q L
isotig125 1140 GTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTTCCCGAGTTGAATTATCAGCTT
isotig125 400 K I K V C I D K D S G D V A A L R G S R
isotig125 1200 AAAATTAAAGTGTGCATTGACAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGG
isotig125 420 K F N I L G T N T K V M N M E E S N N G
isotig125 1260 AAATTTAACATTCTGGGCACAAACACGAAGGTGATGAACATGGAAGAATCCAACAACGGC
isotig125 440 S L S A E F K H L T L R E Q R C G N G G
isotig125 1320 AGCCTGTCTGCGGAGTTCAAGCACTTGACCCTGAGGGAGCAGAGATGTGGGAATGGAGGC
isotig125 460 R A N C D A S L I V T E E L H L I T F E
isotig125 1380 CGTGCCAATTGTGATGCCTCCTTGATTGTGACCGAGGAGCTGCATCTGATCACCTTCGAG
isotig125 480 T E V Y H Q G L K I D L E T H S L P V V
isotig125 1440 ACTGAGGTGTACCACCAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTG
isotig125 500 V I S N I C Q M P N A W A S I L W Y N M
isotig125 1500 GTGATCTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATAACATG
isotig125 520 L T N N P K N V N F F T K P P I G T W D
isotig125 1560 CTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCAATCGGAACCTGGGAC
isotig125 540 Q V A E V L S W Q F S S T T K R G L S I
isotig125 1620 CAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATCCACCACAAAGCGAGGGCTGAGCATC
isotig125 560 E Q L T T L A E K L L G P G V N Y S G C
isotig125 1680 GAGCAGCTGACTACGCTGGCCGAGAAGCTCCTAGGACCTGGTGTCAACTACTCCGGGTGT
isotig125 580 Q I T W A K F C K E N M A G K G F S F W
isotig125 1740 CAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGGCTTCTCCTTCTGG
isotig125 600 V W L D N I I D L V K K Y I L A L W N E
isotig125 1800 GTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGTATATCTTGGCCCTCTGGAATGAA
isotig125 620 G Y I M G F I S K E R E R A I L S T K P
isotig125 1860 GGGTACATCATGGGCTTCATTAGCAAGGAGCGGGAGCGGGCGATCCTGAGCACGAAACCC
isotig125 640 P G T F L L R F S E S S K E G G V T F T
isotig125 1920 CCGGGCACCTTCCTGCTGAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACT
isotig125 660 W V E K D I S G K T Q I Q S V E P Y T K
isotig125 1980 TGGGTGGAAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACCAAG
isotig125 680 Q Q L N N M S F A E I I M G Y K I M D A
isotig125 2040 CAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAAGATCATGGATGCC
isotig125 700 T N I L V S P L V Y L Y P D I P K E E A
isotig125 2100 ACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACCCTGACATTCCCAAGGAGGAGGCG
isotig125 720 F G K Y C R P E S Q E H P E A D P G S A
isotig125 2160 TTCGGGAAGTACTGTCGACCAGAGAGCCAGGAGCATCCTGAAGCTGACCCCGGTAGTGCC
isotig125 740 A P Y L K T K F I C V T P T T C S N T I
isotig125 2220 GCCCCTTACCTGAAGACCAAGTTCATCTGTGTGACACCAACGACCTGCAGCAATACCATT
isotig125 760 D L P M S P P H F R F I D A V W K R R C
isotig125 2280 GACCTGCCGATGTCCCCCCCGCACTTTAGATTCATTGATGCAGTTTGGAAACGGAGGTGC
isotig125 780 A L G R R A V V T H V H G S D F G V R Y
isotig125 2340 GCCCTCGGCAGGAGGGCAGTTGTCACTCACGTTCATGGATCTGACTTCGGAGTGCGCTAC
isotig125 800 L P H V R S 806
isotig125 2400 CTCCCCCATGTGAGGAGC 2418
""",
)
protein_record = protein_alignment.sequences[9]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
nucleotide_record = nucleotide_record.upper()
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 796], [0, 2388]]))
)
self.assertEqual(
str(alignment),
"""\
isotig125 0 A R R G Q A A L G S P A A R T W S Q R S
isotig125 0 GCTAGGAGAGGCCAGGCGGCCCTCGGGAGCCCAGCTGCTCGCACCTGGAGCCAGCGCAGC
isotig125 20 P A S R A S A R E T V T P P D C G R M A
isotig125 60 CCGGCCAGTCGGGCCTCAGCCCGGGAGACAGTTACGCCCCCTGATTGCGGCAGGATGGCC
isotig125 40 Q W N Q L Q Q L D T R Y L E Q L H Q L Y
isotig125 120 CAGTGGAACCAGCTGCAGCAGCTGGACACTCGGTACCTGGAGCAGCTGCACCAGCTGTAC
isotig125 60 S D S F P M E L R Q F L A P W I E S Q D
isotig125 180 AGCGACAGCTTCCCCATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGAT
isotig125 80 W A Y A A S K E S H A T L V F H N L L G
isotig125 240 TGGGCATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTCTTGGGT
isotig125 100 E I D Q Q Y S R F L Q E S N V L Y Q H N
isotig125 300 GAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCCAACGTCCTCTATCAGCACAAC
isotig125 120 L R R I K Q F L Q S R Y L E K P M E I A
isotig125 360 CTTCGGAGGATCAAGCAGTTCCTACAGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCC
isotig125 140 R I V A R C L W E E S R L L Q T A A T A
isotig125 420 CGCATCGTGGCCCGATGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCA
isotig125 160 A Q Q G G Q A N H P T A A V V T E K Q Q
isotig125 480 GCCCAGCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAACAGCAG
isotig125 180 M L E Q H L Q D V R K R V Q D L E Q K M
isotig125 540 ATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGATCTAGAACAGAAAATG
isotig125 200 K V V E N L Q D D F D F N Y K T L K S Q
isotig125 600 AAAGTGGTAGAGAATCTCCAGGATGACTTTGATTTCAACTATAAAACCCTCAAGAGTCAA
isotig125 220 G D M Q D L N G N N Q S V T R Q K M Q Q
isotig125 660 GGAGACATGCAGGATCTGAATGGAAACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAG
isotig125 240 L E Q M L T A L D Q M R R S I V S E L A
isotig125 720 CTGGAACAGATGCTCACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCG
isotig125 260 G L L S A M E Y V Q K T L T D E E L A D
isotig125 780 GGGCTTTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGGCTGAC
isotig125 280 W K R R Q Q I A C I G G P P N I C L D R
isotig125 840 TGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAACATCTGCCTGGATCGC
isotig125 300 L E N W I T S L A E S Q L Q T R Q Q I K
isotig125 900 CTGGAAAACTGGATAACTTCGTTAGCAGAATCTCAACTTCAGACCCGCCAACAAATTAAG
isotig125 320 K L E E L Q Q K V S Y K G D P I V Q H R
isotig125 960 AAACTGGAGGAGCTACAGCAGAAGGTGTCCTACAAGGGGGACCCCATTGTGCAGCACCGG
isotig125 340 P M L E E R I V E L F R N L M K S A F V
isotig125 1020 CCGATGCTGGAGGAGCGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTG
isotig125 360 V E R Q P C M P M H P D R P L V I K T G
isotig125 1080 GTGGAGCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGACTGGT
isotig125 380 V Q F T T K V R L L V K F P E L N Y Q L
isotig125 1140 GTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTTCCCGAGTTGAATTATCAGCTT
isotig125 400 K I K V C I D K D S G D V A A L R G S R
isotig125 1200 AAAATTAAAGTGTGCATTGACAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGG
isotig125 420 K F N I L G T N T K V M N M E E S N N G
isotig125 1260 AAATTTAACATTCTGGGCACAAACACGAAGGTGATGAACATGGAAGAATCCAACAACGGC
isotig125 440 S L S A E F K H L T L R E Q R C G N G G
isotig125 1320 AGCCTGTCTGCGGAGTTCAAGCACTTGACCCTGAGGGAGCAGAGATGTGGGAATGGAGGC
isotig125 460 R A N C D A S L I V T E E L H L I T F E
isotig125 1380 CGTGCCAATTGTGATGCCTCCTTGATTGTGACCGAGGAGCTGCATCTGATCACCTTCGAG
isotig125 480 T E V Y H Q G L K I D L E T H S L P V V
isotig125 1440 ACTGAGGTGTACCACCAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTG
isotig125 500 V I S N I C Q M P N A W A S I L W Y N M
isotig125 1500 GTGATCTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATAACATG
isotig125 520 L T N N P K N V N F F T K P P I G T W D
isotig125 1560 CTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCAATCGGAACCTGGGAC
isotig125 540 Q V A E V L S W Q F S S T T K R G L S I
isotig125 1620 CAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATCCACCACAAAGCGAGGGCTGAGCATC
isotig125 560 E Q L T T L A E K L L G P G V N Y S G C
isotig125 1680 GAGCAGCTGACTACGCTGGCCGAGAAGCTCCTAGGACCTGGTGTCAACTACTCCGGGTGT
isotig125 580 Q I T W A K F C K E N M A G K G F S F W
isotig125 1740 CAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGGCTTCTCCTTCTGG
isotig125 600 V W L D N I I D L V K K Y I L A L W N E
isotig125 1800 GTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGTATATCTTGGCCCTCTGGAATGAA
isotig125 620 G Y I M G F I S K E R E R A I L S T K P
isotig125 1860 GGGTACATCATGGGCTTCATTAGCAAGGAGCGGGAGCGGGCGATCCTGAGCACGAAACCC
isotig125 640 P G T F L L R F S E S S K E G G V T F T
isotig125 1920 CCGGGCACCTTCCTGCTGAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACT
isotig125 660 W V E K D I S G K T Q I Q S V E P Y T K
isotig125 1980 TGGGTGGAAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACCAAG
isotig125 680 Q Q L N N M S F A E I I M G Y K I M D A
isotig125 2040 CAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAAGATCATGGATGCC
isotig125 700 T N I L V S P L V Y L Y P D I P K E E A
isotig125 2100 ACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACCCTGACATTCCCAAGGAGGAGGCG
isotig125 720 F G K Y C R P E S Q E H P E A D P G S C
isotig125 2160 TTCGGGAAGTACTGTCGACCAGAGAGCCAGGAGCATCCTGAAGCTGACCCCGGTAGTTGT
isotig125 740 F S M V L V S L L G K G G Q C R S L E E
isotig125 2220 TTTTCCATGGTTCTGGTTTCGCTGTTAGGGAAAGGGGGACAGTGCAGGTCCTTGGAGGAG
isotig125 760 R Q G H D R V S G G E S C Y G R A V Y W
isotig125 2280 AGACAAGGACATGACCGGGTGTCTGGTGGTGAGTCCTGCTATGGAAGAGCTGTTTATTGG
isotig125 780 V L Q G D R D S R E D Q N Q A S 796
isotig125 2340 GTACTTCAGGGTGACCGGGATTCAAGAGAAGACCAGAATCAGGCCTCA 2388
""",
)
alignment = protein_alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 36, 36, 63, 63,
213, 222, 240, 240, 330, 330, 330, 405,
405, 438, 450, 579, 579, 729, 729, 837,
837, 897, 912, 975, 987, 1020, 1026, 1074,
1077, 1107, 1107, 1116, 1119, 1182, 1188, 1302,
1302, 1392, 1398, 1455, 1458, 1470, 1695, 1695,
1824, 1824, 1887, 1887, 1896, 1902, 1956, 1980,
2022, 2025, 2043, 2046, 2061, 2106, 2187, 2220,
2232, 2253, 2271, 2331, 2334, 2352, 2364, 2373,
2382, 2424, 2463, 2484, 2517, 2541],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 75,
75, 108, 120, 249, 249, 399, 399, 507,
507, 567, 582, 645, 657, 690, 696, 744,
747, 777, 777, 786, 789, 852, 858, 972,
972, 1062, 1068, 1125, 1128, 1140, 1365, 1365,
1494, 1494, 1557, 1557, 1566, 1572, 1626, 1650,
1692, 1695, 1713, 1716, 1731, 1776, 1857, 1890,
1902, 1923, 1941, 2001, 2004, 2022, 2034, 2043,
2052, 2094, 2133, 2154, 2187, 2211],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 75,
75, 108, 120, 249, 249, 399, 399, 507,
507, 567, 582, 645, 657, 690, 696, 744,
747, 777, 777, 786, 789, 852, 858, 972,
972, 1062, 1068, 1125, 1128, 1140, 1365, 1365,
1494, 1494, 1557, 1557, 1566, 1572, 1626, 1650,
1692, 1695, 1713, 1716, 1731, 1776, 1857, 1890,
1902, 1923, 1941, 2001, 2004, 2022, 2034, 2043,
2052, 2094, 2133, 2154, 2187, 2211],
[ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 75,
75, 108, 120, 249, 249, 399, 399, 507,
507, 567, 582, 645, 657, 690, 696, 744,
747, 777, 777, 786, 789, 852, 858, 972,
972, 1062, 1068, 1125, 1128, 1140, 1365, 1365,
1494, 1494, 1557, 1557, 1566, 1572, 1626, 1650,
1692, 1695, 1713, 1716, 1731, 1776, 1857, 1890,
1902, 1923, 1941, 2001, 2004, 2022, 2034, 2043,
2052, 2094, 2133, 2154, 2187, 2211],
[ 0, 12, 21, 357, 378, 417, 444, 474,
516, 549, 564, 570, 606, 615, 642, 645,
795, 795, 813, 828, 918, 918, 999, 1074,
1077, 1110, 1110, 1239, 1251, 1401, 1428, 1536,
1560, 1620, 1620, 1683, 1683, 1716, 1716, 1764,
1764, 1794, 1809, 1818, 1818, 1881, 1881, 1995,
2001, 2091, 2091, 2148, 2148, 2148, 2373, 2373,
2502, 2532, 2595, 2619, 2628, 2628, 2682, 2706,
2706, 2709, 2727, 2727, 2727, 2772, 2772, 2805,
2817, 2817, 2835, 2895, 2898, 2916, 2928, 2937,
2946, 2946, 2985, 3006, 3039, 3063],
[ 0, 0, 9, 9, 30, 30, 57, 57,
99, 99, 114, 114, 150, 159, 186, 189,
339, 339, 357, 372, 462, 465, 546, 621,
624, 657, 669, 798, 810, 960, 987, 1095,
1119, 1179, 1179, 1242, 1254, 1287, 1287, 1335,
1335, 1365, 1380, 1389, 1392, 1455, 1455, 1569,
1575, 1665, 1665, 1722, 1725, 1725, 1950, 1953,
2082, 2112, 2175, 2175, 2184, 2184, 2184, 2208,
2208, 2208, 2226, 2226, 2226, 2271, 2271, 2304,
2304, 2304, 2304, 2304, 2307, 2325, 2337, 2346,
2346, 2346, 2385, 2385, 2418, 2418],
[ 0, 0, 9, 9, 30, 30, 57, 57,
99, 99, 114, 114, 150, 159, 186, 189,
339, 339, 357, 372, 462, 465, 546, 621,
624, 657, 669, 798, 810, 960, 987, 1095,
1119, 1179, 1179, 1242, 1254, 1287, 1287, 1335,
1335, 1365, 1380, 1389, 1392, 1455, 1455, 1569,
1575, 1665, 1665, 1722, 1725, 1725, 1950, 1953,
2082, 2112, 2175, 2175, 2184, 2184, 2184, 2208,
2208, 2208, 2226, 2229, 2229, 2229, 2229, 2262,
2274, 2274, 2274, 2334, 2337, 2337, 2349, 2349,
2349, 2349, 2388, 2388, 2388, 2388]])
# fmt: on
)
)
self.assertEqual(
format(alignment, "clustal"),
"""\
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
isotig12565 ------------GCTAGGAGA-----------------------------
isotig12566 ------------GCTAGGAGA-----------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AAAAAAAAAAGAGTTGGCCCAAACCCCTGAGGGAGGCTGTCCTCGGCAGG
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AGAGCAGACCTGAGGGAGGTTGGTGTGCCGGTCCTGGTTGTCCAGCCCTC
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CCGTCCCATCCCAGGGCTGGCTCACCAGAAAAAAGTACAGGCATCCCAGG
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CCCTCTGGGGCGGGAGCAGAGGGTCTCCTCTTGTCCGGGGGAAGACAAAA
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 ACAAAAACAAAAAACGAGTGTGTAGCCCTCACTGGAAGTCTTCTGGTGCT
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CTGGGGCCGTTTGCACTTGGGAGCCTGGCTTCTGGGCATGGTGGCCGGGC
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TCCGCCGGGGGCTTCAGCCCTCGGCAAAGCGTTTCTAGAACAGAGTGGGT
isotig12565 -------GGCCAGGCGGCCCTCGGGAGC----------------------
isotig12566 -------GGCCAGGCGGCCCTCGGGAGC----------------------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GGGAGCCGACTGAAGTCCCAGAACCGCGAACACTGACGCACAGGAAAGCC
isotig12565 -----------------CCAGCTGCTCGCACCTGGAGCCAGCGC------
isotig12566 -----------------CCAGCTGCTCGCACCTGGAGCCAGCGC------
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TCGAGTGGGTGGAGAAATGCAAATCCCCCAGTGGCATGGCCTCAGCCGCT
isotig12565 ------------------------AGCCCGGCCAGTCGGGCCTCAGCCCG
isotig12566 ------------------------AGCCCGGCCAGTCGGGCCTCAGCCCG
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GCGGACCCTGACGGCCGATTCTGACTTCGGACTTGAGCGGGACCAGCACC
isotig12565 GGAGACAGTTACGCCC---------------------------------C
isotig12566 GGAGACAGTTACGCCC---------------------------------C
ENSG00000166888:ENST0000030013 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000054387 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000055615 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000045407 --------------------ATGTCTCTGTGGGGTCTGGTCTCCAAGATG
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CGGACCCAGGGCGAGCCAGCATGTCTCAGTGGAATCAAGTCCAACAGTTA
isotig12565 CTGATTGCGGCAGG------ATGGCCCAGTGGAACCAGCTGCAGCAGCTG
isotig12566 CTGATTGCGGCAGG------ATGGCCCAGTGGAACCAGCTGCAGCAGCTG
ENSG00000166888:ENST0000030013 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000054387 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000055615 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000045407 CCCCCA---------GAAAAAGTGCAGCGGCTCTATGTCGAC---TTTCC
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 GAAATCAAGTTTTTGGAGCAAGTTGATCAGTTCTATGATGACAACTTTCC
isotig12565 GACACTCGGTACCTGGAGCAGCTGCACCAGCTGTACAGCGACAGCTTCCC
isotig12566 GACACTCGGTACCTGGAGCAGCTGCACCAGCTGTACAGCGACAGCTTCCC
ENSG00000166888:ENST0000030013 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000054387 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000055615 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000045407 CCAACACCTGCGGCATCTTCTGGGTGACTGGCTGGAGAGCCAGCCCTGGG
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CATGGAAATCCGACATCTGCTGGCCCAGTGGATTGAGCATCAAGACTGGG
isotig12565 CATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGATTGGG
isotig12566 CATGGAGCTGCGGCAGTTCCTGGCACCTTGGATTGAGAGTCAAGATTGGG
ENSG00000166888:ENST0000030013 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000054387 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000055615 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000045407 AGTTCCTGGTCGGCTCCGACGCCTTCTGCTGCAACTTGGCTAGTGCCCTA
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AGGTGGCCTCTAACAATGAAACTATGGCAACAATTCTTCTTCAAAACTTA
isotig12565 CATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTC
isotig12566 CATATGCAGCCAGCAAAGAGTCACATGCCACACTGGTGTTTCATAATCTC
ENSG00000166888:ENST0000030013 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000054387 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000055615 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000045407 CTTTCAGACACTGTCCAGCACCTTCAGGCCTCGGTGGGAGAGCAGGGGGA
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TTAATACAATTGGATGAACAGTTAGGTCGTGTTTCCAAAGAGAAA-----
isotig12565 TTGGGTGAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCC-----
isotig12566 TTGGGTGAGATTGACCAGCAGTACAGCCGATTCCTGCAAGAGTCC-----
ENSG00000166888:ENST0000030013 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000054387 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000055615 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000045407 GGGGAGCACCATCTTGCAACAC---------------ATCAGCACCCTTG
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 ----AACCTGCTATTGATCCACAATCTAAAGAGAATTAGAAAAGTACTTC
isotig12565 ----AACGTCCTCTATCAGCACAACCTTCGGAGGATCAAGCAGTTCCTAC
isotig12566 ----AACGTCCTCTATCAGCACAACCTTCGGAGGATCAAGCAGTTCCTAC
ENSG00000166888:ENST0000030013 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000054387 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000055615 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000045407 AGAGCATATATCAGAGGGACCCCCTGAAGCTGGTGGCCACTTTCAGACAA
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 AGGGGAAGTTTCATGGAAATCCAATGCATGTAGCCGTGGTAATCTCAAAT
isotig12565 AGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCCCGCATCGTGGCCCGA
isotig12566 AGAGCAGGTATCTTGAGAAGCCGATGGAAATCGCCCGCATCGTGGCCCGA
ENSG00000166888:ENST0000030013 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000054387 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000055615 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000045407 ATACTTCAAGGAGAGAAAAAAGCTGTT-----------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 TGTTTAAGGGAAGAGAGGAGAATACTG---GCTGCAGCGAACATGCCTAT
isotig12565 TGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCAGCCCA
isotig12566 TGCCTGTGGGAAGAGTCTCGCCTCCTCCAGACGGCAGCCACTGCAGCCCA
ENSG00000166888:ENST0000030013 --------------------------------------------------
ENSG00000166888:ENST0000054387 --------------------------------------------------
ENSG00000166888:ENST0000055615 --------------------------------------------------
ENSG00000166888:ENST0000045407 --------------------------------------------------
ENSG00000166888:ENST0000053891 --------------------------------------------------
ENSG00000166888:ENST0000053721 --------------------------------------------------
ENSG00000166888:ENST0000053520 --------------------------------------------------
isotig46679 CCAGGGACCTCTGGAGAAATCCTTACAAAGTTCGTCGGTTTCAGAAAGAC
isotig12565 GCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAAC
isotig12566 GCAAGGAGGCCAGGCCAACCACCCAACAGCTGCTGTGGTGACGGAGAAAC
ENSG00000166888:ENST0000030013 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000054387 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000055615 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000045407 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000053891 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000053721 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
ENSG00000166888:ENST0000053520 -----------ATGGAACAGTTCCGCCACTTGCCAATGCCTTTCCACTGG
isotig46679 AGAGAAATGTGGAACACAAAGTGGCTGCCATTAAAAACAGTGTGCAGATG
isotig12565 AGCAGATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGAT
isotig12566 AGCAGATGCTGGAGCAGCATCTTCAGGATGTCCGGAAACGTGTGCAGGAT
ENSG00000166888:ENST0000030013 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000054387 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000055615 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000045407 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000053891 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000053721 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
ENSG00000166888:ENST0000053520 AAGCAGGAAGAACTCAAGTTTAAGACAGGCTTGCGG---AGGCTGCAGCA
isotig46679 ACAGAACAAGACACCAAATACTTGGAAGATCTGCAAGATGAATTTGACTA
isotig12565 CTAGAACAGAAAATGAAAGTGGTAGAGAATCTCCAGGATGACTTTGATTT
isotig12566 CTAGAACAGAAAATGAAAGTGGTAGAGAATCTCCAGGATGACTTTGATTT
ENSG00000166888:ENST0000030013 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000054387 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000055615 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000045407 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000053891 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000053721 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
ENSG00000166888:ENST0000053520 CCGAGTAGGGGAGATCCACCTTCTCCGAGAAGCCCTGCAGAAGGGGGCTG
isotig46679 CAGGTATAAAACAATTCAGACA------------ATGGACCAGGGTGACA
isotig12565 CAACTATAAAACCCTCAAGAGTCAAGGAGACATGCAGGATCTGAATGGAA
isotig12566 CAACTATAAAACCCTCAAGAGTCAAGGAGACATGCAGGATCTGAATGGAA
ENSG00000166888:ENST0000030013 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000054387 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000055615 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000045407 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000053891 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000053721 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
ENSG00000166888:ENST0000053520 AGGCTGGCCAAGTGTCTCTGCACAGCTTGATAGAAACTCCTGCTAATGGG
isotig46679 AGAATAGCATCCTAATGAACCAGGAGGTTTTGACACTCCAAGAAATGCTT
isotig12565 ACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAGCTGGAACAGATGCTC
isotig12566 ACAACCAGTCTGTGACCAGGCAGAAGATGCAGCAGCTGGAACAGATGCTC
ENSG00000166888:ENST0000030013 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000054387 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000055615 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000045407 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000053891 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000053721 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
ENSG00000166888:ENST0000053520 ACTGGGCCAAGTGAGGCCCTGGCCATGCTACTGCAGGAGACCACTGGAGA
isotig46679 AATAGCCTGGACTTCAAGAGAAAGGAAGCACTCACTAAGATGACACAGAT
isotig12565 ACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCGGGGCT
isotig12566 ACGGCGCTGGACCAGATGCGGAGAAGCATTGTGAGTGAGCTGGCGGGGCT
ENSG00000166888:ENST0000030013 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000054387 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000055615 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000045407 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000053891 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000053721 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
ENSG00000166888:ENST0000053520 GCTAGAGGCAGCC------------AAAGCCCTAGTGCTGAAGAGGATCC
isotig46679 AGTGAACGAGTCGGACCTGCTGATGAGCAGCATGCTCATAGAAGAGCTGC
isotig12565 TTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGG
isotig12566 TTTGTCGGCAATGGAGTACGTGCAGAAAACACTCACAGACGAGGAGCTGG
ENSG00000166888:ENST0000030013 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000054387 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000055615 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000045407 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000053891 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000053721 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
ENSG00000166888:ENST0000053520 AGATTTGGAAACGGCAGCAGCAGCTGGCAGGGAATGGCGCACCGTTTGAG
isotig46679 AGGACTGGAAGAGGAGGCAGCAGATCGCCTGCATCGGTGGCCCACTCCAC
isotig12565 CTGACTGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAAC
isotig12566 CTGACTGGAAGAGGCGGCAGCAGATCGCGTGCATTGGAGGCCCTCCCAAC
ENSG00000166888:ENST0000030013 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000054387 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000055615 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000045407 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000053891 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000053721 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
ENSG00000166888:ENST0000053520 GAGAGCCTGGCCCCACTCCAGGAGAGGTGTGAAAGCCTGGTGGACATTTA
isotig46679 AACGGGCTGGACCAGCTTCAGAACTGCTTTACCCTGTTGGCAGAAAGTCT
isotig12565 ATCTGCCTGGATCGCCTGGAAAACTGGATAACTTCGTTAGCAGAATCTCA
isotig12566 ATCTGCCTGGATCGCCTGGAAAACTGGATAACTTCGTTAGCAGAATCTCA
ENSG00000166888:ENST0000030013 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000054387 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000055615 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000045407 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000053891 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000053721 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
ENSG00000166888:ENST0000053520 TTCCCAGCTACAGCAGGAGGTAGGG-------------------------
isotig46679 TTTCCAACTCAGACGACAGCTGGAGAAATTAGAGGAGCAGTCTTCCAAGA
isotig12565 ACTTCAGACCCGCCAACAAATTAAGAAACTGGAGGAGCTACAGCAGAAGG
isotig12566 ACTTCAGACCCGCCAACAAATTAAGAAACTGGAGGAGCTACAGCAGAAGG
ENSG00000166888:ENST0000030013 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000054387 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000055615 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000045407 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000053891 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000053721 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
ENSG00000166888:ENST0000053520 --GCGGCTGGTGGGGAGCTTGAGCCCAAGACCCGGGCATCGCTGACTGGC
isotig46679 TGACTTACGAAGGAGACCCCATCCCCACGCAGAGAGCACACCTGCTGGAG
isotig12565 TGTCCTACAAGGGGGACCCCATTGTGCAGCACCGGCCGATGCTGGAGGAG
isotig12566 TGTCCTACAAGGGGGACCCCATTGTGCAGCACCGGCCGATGCTGGAGGAG
ENSG00000166888:ENST0000030013 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000054387 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000055615 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000045407 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000053891 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000053721 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
ENSG00000166888:ENST0000053520 CGGCTGGATGAAGTCCTGAGAACCCTCGTCACCAGTTGCTTCCTGGTGGA
isotig46679 AGAGCCACCTTCCTGATCTACAACCTTTTCAAGAACTCATTTGTGGTTGA
isotig12565 CGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTGGTGGA
isotig12566 CGGATCGTGGAGCTGTTCAGAAACTTGATGAAGAGTGCCTTCGTGGTGGA
ENSG00000166888:ENST0000030013 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000054387 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000055615 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000045407 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000053891 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000053721 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
ENSG00000166888:ENST0000053520 GAAGCAGCCC------------------------CCCCAGGTACTGAAGA
isotig46679 GCGACAGCCCTGCATGCCAACACACCCTCAGAGGCCGCTGGTACTCAAAA
isotig12565 GCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGA
isotig12566 GCGACAGCCCTGCATGCCGATGCACCCCGACCGGCCCTTGGTCATCAAGA
ENSG00000166888:ENST0000030013 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000054387 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000055615 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000045407 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000053891 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000053721 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
ENSG00000166888:ENST0000053520 CTCAGACCAAGTTCCAGGCTGGAGTTCGATTCCTGTTGGGCTTGAGGTTC
isotig46679 CCCTCATTCAGTTCACCGCGAAACTGAGACTACTAATAAAATTG------
isotig12565 CTGGTGTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTT------
isotig12566 CTGGTGTCCAGTTCACTACTAAAGTCAGGTTGTTGGTCAAGTTT------
ENSG00000166888:ENST0000030013 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000054387 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000055615 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000045407 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000053891 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000053721 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
ENSG00000166888:ENST0000053520 CTGGGGGCCCCAGCCAAGCCTCCGCTGGTCAGGGCCGACATGGTGACAGA
isotig46679 ---------CCGGAACTCAACTATCAGGTGAAAGTAAAGGCATCGATCGA
isotig12565 ---------CCCGAGTTGAATTATCAGCTTAAAATTAAAGTGTGCATTGA
isotig12566 ---------CCCGAGTTGAATTATCAGCTTAAAATTAAAGTGTGCATTGA
ENSG00000166888:ENST0000030013 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000054387 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000055615 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000045407 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000053891 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000053721 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
ENSG00000166888:ENST0000053520 GAAGCAGGCGCGGGAGCTGAGTGTGCCTCAGGGTCCTGGGGCTGGAGCAG
isotig46679 CAAGAATGTTTCAACGCTAAGC------------AATAGAAGATTTGTGC
isotig12565 CAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGGAAATTTAACA
isotig12566 CAAAGATTCTGGGGACGTTGCTGCTCTCAGAGGATCTCGGAAATTTAACA
ENSG00000166888:ENST0000030013 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000054387 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000055615 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000045407 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000053891 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000053721 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
ENSG00000166888:ENST0000053520 AAAGCACTGGAGAAATCATCAACAACACTGTGCCCTTGGAGAACAGCATT
isotig46679 TTTGTGGAACTCAAGTC------AAAGCCATGTCCATCGAGGAATCCTCC
isotig12565 TTCTGGGCACAAACACG------AAGGTGATGAACATGGAAGAATCCAAC
isotig12566 TTCTGGGCACAAACACG------AAGGTGATGAACATGGAAGAATCCAAC
ENSG00000166888:ENST0000030013 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000054387 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000055615 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000045407 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000053891 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000053721 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
ENSG00000166888:ENST0000053520 CCTGGGAACTGCTGCTCTGCCCTGTTCAAGAACCTGCTTCTCAAGAAGAT
isotig46679 AATGGGAGCCTCTCAGTAGAA---TTTAGACATTTGCAACCGAAGGAAAT
isotig12565 AACGGCAGCCTGTCTGCGGAG---TTCAAGCACTTGACCCTGAGGGAGCA
isotig12566 AACGGCAGCCTGTCTGCGGAG---TTCAAGCACTTGACCCTGAGGGAGCA
ENSG00000166888:ENST0000030013 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000054387 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000055615 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000045407 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000053891 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000053721 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
ENSG00000166888:ENST0000053520 CAAG---------------CGGTGTGAGCGGAAGGGCACTGAGTCTGTCA
isotig46679 GAAATCCAGTGCCGGAAGTAAAGGAAAT---GAGGGCTGCCACATGGTGA
isotig12565 GAGATGTGGGAATGGAGGCCGTGCCAATTGTGATGCCTCCTTGATTGTGA
isotig12566 GAGATGTGGGAATGGAGGCCGTGCCAATTGTGATGCCTCCTTGATTGTGA
ENSG00000166888:ENST0000030013 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000054387 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000055615 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000045407 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000053891 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000053721 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
ENSG00000166888:ENST0000053520 CAGAGGAGAAGTGCGCTGTGCTCTTCTCTGCCAGCTTCACACTTGGCCCC
isotig46679 CGGAAGAGCTGCATTCCATAGCCTTTGAGACCCAGATCTGCCTC------
isotig12565 CCGAGGAGCTGCATCTGATCACCTTCGAGACTGAGGTGTACCAC------
isotig12566 CCGAGGAGCTGCATCTGATCACCTTCGAGACTGAGGTGTACCAC------
ENSG00000166888:ENST0000030013 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000054387 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000055615 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000045407 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000053891 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000053721 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
ENSG00000166888:ENST0000053520 GGCAAACTCCCCATCCAGCTCCAGGCCCTGTCTCTGCCCCTGGTGGTCAT
isotig46679 TATGGCCTCACCATCGACTTGGAGACAAGCTCATTACCTGTGGTGATGAT
isotig12565 CAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTGGTGAT
isotig12566 CAAGGCCTCAAGATTGACCTGGAGACCCATTCTTTGCCAGTTGTGGTGAT
ENSG00000166888:ENST0000030013 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000054387 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000055615 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000045407 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000053891 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000053721 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
ENSG00000166888:ENST0000053520 CGTCCATGGCAACCAAGACAACAATGCCAAAGCCACTATCCTGTGGGACA
isotig46679 TTCTAATGTCAGCCAACTGCCTAATGCTTGGGCATCCATCATTTGGTACA
isotig12565 CTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATA
isotig12566 CTCCAACATCTGTCAGATGCCAAATGCCTGGGCATCCATCCTGTGGTATA
ENSG00000166888:ENST0000030013 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000054387 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000055615 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000045407 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000053891 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000053721 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
ENSG00000166888:ENST0000053520 ATGCCTTCTCTGAG------ATGGACCGCGTGCCCTTTGTGGTGGCTGAG
isotig46679 ATGTGTCAACCAACGATTGCCAGAACTTGGTTTTCTTTAATAATCCTCCG
isotig12565 ACATGCTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCA
isotig12566 ACATGCTGACCAACAACCCCAAGAACGTGAACTTCTTCACCAAGCCACCA
ENSG00000166888:ENST0000030013 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000054387 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000055615 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000045407 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000053891 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000053721 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
ENSG00000166888:ENST0000053520 CGGGTGCCCTGGGAGAAGATGTGTGAAACTCTGAACCTGAAGTTCATGGC
isotig46679 CCTGTCACTTTGAGTCAACTCCTGGAAGTGATGAGCTGGCAGTTTTCATC
isotig12565 ATCGGAACCTGGGACCAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATC
isotig12566 ATCGGAACCTGGGACCAGGTGGCCGAGGTGCTCAGCTGGCAGTTCTCATC
ENSG00000166888:ENST0000030013 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000054387 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000055615 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000045407 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000053891 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000053721 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
ENSG00000166888:ENST0000053520 TGAGGTGGGGACCAACCGGGGGCTGCTCCCAGAGCACTTCCTCTTCCTGG
isotig46679 CTATGTTGGT------CGTGGCCTTAATTCAGACCAGCTCAACATGCTGG
isotig12565 CACCACAAAG------CGAGGGCTGAGCATCGAGCAGCTGACTACGCTGG
isotig12566 CACCACAAAG------CGAGGGCTGAGCATCGAGCAGCTGACTACGCTGG
ENSG00000166888:ENST0000030013 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000054387 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000055615 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000045407 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000053891 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000053721 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
ENSG00000166888:ENST0000053520 CCCAGAAGATCTTCAATGACAACAGCCTCAGTATGGAGGCCTTCCAGCAC
isotig46679 CAGAGAAGCTCACAGTTCAGTCT---------------AACTACAGCGAT
isotig12565 CCGAGAAGCTCCTAGGACCTGGTGTC------------AACTACTCCGGG
isotig12566 CCGAGAAGCTCCTAGGACCTGGTGTC------------AACTACTCCGGG
ENSG00000166888:ENST0000030013 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000054387 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000055615 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000045407 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000053891 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000053721 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
ENSG00000166888:ENST0000053520 CGTTCTGTGTCCTGGTCGCAGTTCAACAAGGAGATCCTGCTGGGCCGTGG
isotig46679 GGTCACCTCACCTGGGCCAAGTTCTGCAAGGAACACTTGCCTGGCAAACC
isotig12565 TGTCAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGG
isotig12566 TGTCAGATCACATGGGCTAAATTTTGCAAAGAAAACATGGCTGGCAAGGG
ENSG00000166888:ENST0000030013 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000054387 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000055615 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000045407 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000053891 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000053721 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
ENSG00000166888:ENST0000053520 CTTCACCTTTTGGCAGTGGTTTGATGGTGTCCTGGACCTCACCAAACGCT
isotig46679 ATTTACCTTCTGGACCTGGCTTGAAGCAATATTGGACCTAATTAAAAAAC
isotig12565 CTTCTCCTTCTGGGTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGT
isotig12566 CTTCTCCTTCTGGGTGTGGCTAGACAATATCATTGACCTTGTGAAAAAGT
ENSG00000166888:ENST0000030013 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000054387 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000055615 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000045407 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000053891 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000053721 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
ENSG00000166888:ENST0000053520 GTCTCCGGAGCTACTGGTCTGACCGGCTGATCATTGGCTTCATCAGCAAA
isotig46679 ACATTCTTCCCCTCTGGATTGATGGGTACATCATGGGCTTCGTGAGCAAA
isotig12565 ATATCTTGGCCCTCTGGAATGAAGGGTACATCATGGGCTTCATTAGCAAG
isotig12566 ATATCTTGGCCCTCTGGAATGAAGGGTACATCATGGGCTTCATTAGCAAG
ENSG00000166888:ENST0000030013 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000054387 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000055615 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000045407 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000053891 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000053721 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
ENSG00000166888:ENST0000053520 CAGTACGTTACTAGCCTTCTTCTCAATGAGCCCGACGGAACCTTTCTCCT
isotig46679 GAGAAGGAGAGGTTTCTGCTCAAGGATAAAATGCCCGGGACATTTTTGTT
isotig12565 GAGCGGGAGCGGGCGATCCTGAGCACGAAACCCCCGGGCACCTTCCTGCT
isotig12566 GAGCGGGAGCGGGCGATCCTGAGCACGAAACCCCCGGGCACCTTCCTGCT
ENSG00000166888:ENST0000030013 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000054387 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000055615 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000045407 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000053891 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000053721 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
ENSG00000166888:ENST0000053520 CCGCTTCAGCGAC---TCAGAGATTGGGGGCATCACCATTGCCCATGTCA
isotig46679 ACGATTCAGTGAG---AGCCATCTCGGAGGGATCACCTTCACCTGGGTGG
isotig12565 GAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACTTGGGTGG
isotig12566 GAGATTCAGCGAGAGCAGCAAAGAAGGAGGGGTCACTTTCACTTGGGTGG
ENSG00000166888:ENST0000030013 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000054387 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000055615 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000045407 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000053891 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000053721 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
ENSG00000166888:ENST0000053520 TCCGGGGCCAGGATGGCTCTCCACAGATAGAGAACATCCAGCCATTCTCT
isotig46679 ACCACTCTGAAAACGGAGAAGTGAGATTCCACTCCGTAGAACCCTACAAC
isotig12565 AAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACC
isotig12566 AAAAGGACATCAGTGGCAAGACCCAGATCCAGTCTGTAGAGCCGTACACC
ENSG00000166888:ENST0000030013 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000054387 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000055615 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000045407 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000053891 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000053721 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
ENSG00000166888:ENST0000053520 GCCAAAGACCTGTCCATTCGCTCACTGGGGGACCGAATCCGGGAT-----
isotig46679 AAAGGGCGTCTGTCGGCCCTGCCATTTGCTGACATCCTGCGGGACTACAA
isotig12565 AAGCAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAA
isotig12566 AAGCAGCAGCTGAACAACATGTCCTTTGCTGAAATCATCATGGGCTACAA
ENSG00000166888:ENST0000030013 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000054387 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000055615 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000045407 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000053891 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000053721 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
ENSG00000166888:ENST0000053520 -------------------------CTTGCTCAGCTCAAAAATCTCTATC
isotig46679 GGTCATCATGGCTGAGAACATTCCCGAGAACCCTCTCAAGTACCTCTACC
isotig12565 GATCATGGATGCCACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACC
isotig12566 GATCATGGATGCCACCAACATCCTGGTGTCCCCATTGGTCTACCTCTACC
ENSG00000166888:ENST0000030013 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000054387 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000055615 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000045407 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000053891 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000053721 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
ENSG00000166888:ENST0000053520 CCAAGAAGCCCAAGGATGAGGCTTTCCGGAGCCACTAC------------
isotig46679 CCGACATCCCCAAAGACAAAGCCTTCGGTAAACACTACAGCTCCCAGCCT
isotig12565 CTGACATTCCCAAGGAGGAGGCGTTCGGGAAGTACTGT------------
isotig12566 CTGACATTCCCAAGGAGGAGGCGTTCGGGAAGTACTGT------------
ENSG00000166888:ENST0000030013 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000054387 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000055615 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000045407 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000053891 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000053721 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
ENSG00000166888:ENST0000053520 ------------AAGCCTGAACAGATGGGTAAGGATGGCAGGGGTTATGT
isotig46679 TGCGAAGTTTCAAGGCCAACA------GAACGGGGAGACAAAGGTTATGT
isotig12565 ------------CGACCAGAG-----------------------------
isotig12566 ------------CGACCAGAG-----------------------------
ENSG00000166888:ENST0000030013 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000054387 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000055615 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000045407 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000053891 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000053721 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
ENSG00000166888:ENST0000053520 CCCAGCTACCATCAAGATGACCGTGGAAAGGGACCAACCACTTCCTACCC
isotig46679 TCCTTCAGTTTTTATCCCTATTTCAACAATCCGCAGCGACGCCATGGAGC
isotig12565 -------------------------------AGCCAGGAGCATCCTGAAG
isotig12566 -------------------------------AGCCAGGAGCATCCTGAAG
ENSG00000166888:ENST0000030013 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000054387 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000055615 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000045407 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000053891 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000053721 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
ENSG00000166888:ENST0000053520 CAGAGCTCCAGATGCCTACCATGGTGCCTTCTTATGACCTTGGAATGGCC
isotig46679 CGCAG------------------------------------------TCT
isotig12565 CTGAC---------------------------------------------
isotig12566 CTGAC---------------------------------------------
ENSG00000166888:ENST0000030013 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000054387 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000055615 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000045407 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000053891 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000053721 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
ENSG00000166888:ENST0000053520 CCTGATTCCTCCATGAGCATGCAGCTTGGCCCAGATATGGTGCCCCAGGT
isotig46679 CCTTCAGACCTTCTCCCC------------------ATGTCTCCGAGTGT
isotig12565 CCCGGTAGTGCCGCCCCT------------------TACCTGAAGACCAA
isotig12566 CCCGGTAGTTGTTTTTCCATG-----------------------------
ENSG00000166888:ENST0000030013 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000054387 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000055615 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000045407 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000053891 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000053721 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
ENSG00000166888:ENST0000053520 GTACCCACCACACTCTCACTCCATCCCCCCGTATCAAGGCCTCTCCCCAG
isotig46679 ATACGCTGTGCTGAGAGAAAACCTGAGCCCT-------------------
isotig12565 GTTCATCTGTGTGACACCAACGACCTGCAGC-------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000054387 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000055615 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000045407 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000053891 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000053721 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
ENSG00000166888:ENST0000053520 AAGAATCAGTCAACGTGTTGTCAGCCTTCCAGGAGCCTCACCTGCAGATG
isotig46679 --------------------------------------------------
isotig12565 --------------------------------------------------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000054387 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000055615 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000045407 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000053891 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000053721 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
ENSG00000166888:ENST0000053520 CCCCCCAGCCTGGGCCAGATGAGCCTGCCCTTTGACCAGCCTCACCCCCA
isotig46679 ------------ACCACAATTGAAACAGCAATGAAGTCTCCATATTCTGA
isotig12565 ------------AATACCATTGACCTGCCGATGTCCCCCCCGCAC-----
isotig12566 ------------GTTCTGGTTTCGCTGTTAGGGAAAGGGGGACAGTGCAG
ENSG00000166888:ENST0000030013 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000054387 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000055615 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000045407 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000053891 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000053721 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
ENSG00000166888:ENST0000053520 GGGCCTGCTGCCGTGCCAGCCTCAGGAGCATGCTGTGTCCAGCCCTGACC
isotig46679 GCGGTAC---------------------AAAGCGACTCTTCAAGGAAGAG
isotig12565 --------------------------------------------------
isotig12566 GTCCTTG---------------------------------------GAGG
ENSG00000166888:ENST0000030013 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000054387 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000055615 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000045407 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000053891 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000053721 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
ENSG00000166888:ENST0000053520 CCCTGCTCTGCTCAGATGTGACCATGGTGGAAGACAGCTGCCTGAGCCAG
isotig46679 AGCAGATGAAAACGGAGACTGCTCTTTGCCAAAGTCCACAATTCATTTCT
isotig12565 --------------------------------------------------
isotig12566 AGAGACAAGGACATGACCGGGTGTCTGGTGGTGAGTCCTGCTATGGAAGA
ENSG00000166888:ENST0000030013 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000054387 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000055615 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000045407 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000053891 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000053721 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
ENSG00000166888:ENST0000053520 CCAGTGACAGCGTTTCCTCAGGGCACTTGGATTGGTGAAGACATATTCCC
isotig46679 TCAGCTTTGATACTGGTTTCTAGAAAATGGCACAAATCCGAAGCTTTCCT
isotig12565 ------TTTAGATTCATTGATGCAGTTTGGAAACGGAGGTGCGCCCTC--
isotig12566 GCTGTTTAT------------------TGGGTACTTCAG-----------
ENSG00000166888:ENST0000030013 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000054387 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000055615 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000045407 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000053891 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000053721 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
ENSG00000166888:ENST0000053520 TCCTCTGCTGCCTCCCACTGAACAGGACCTCACTAAGCTTCTCCTGGAGG
isotig46679 CTCACTA------------------------------------------G
isotig12565 -------------------------------------------------G
isotig12566 -------------------------------------------------G
ENSG00000166888:ENST0000030013 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000054387 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000055615 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000045407 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000053891 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000053721 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
ENSG00000166888:ENST0000053520 GGCAAGGGGAGTCGGGGGGAGGGTCCTTGGGGGCACAGCCCCTCCTGCAG
isotig46679 GTGACATTCCCCAACTGGGAGTGCTGCTGAAATGCAAACCAAAGCTTCAG
isotig12565 GCAGGAGGGCAGTTGTCACTCACGTTCATGGATCTGAC------------
isotig12566 GTGACCGGGATTCAAGAGAAGACCAGAATCAGGCCTCA------------
ENSG00000166888:ENST0000030013 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000054387 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000055615 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000045407 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000053891 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000053721 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
ENSG00000166888:ENST0000053520 CCCTCCCACTATGGGCAATCTGGGATCTCAATGTCCCACATGGACCTAAG
isotig46679 ATAAACACGCAGGAAAAGACAGCTTCGAGAAACCTATGTTCGCAATATAA
isotig12565 ---------TTCGGAGTGCGCTACCTCCCCCATGTGAGGAGC--------
isotig12566 --------------------------------------------------
ENSG00000166888:ENST0000030013 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000054387 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000055615 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000045407 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000053891 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000053721 GGCCAACCCCAGTTGG
ENSG00000166888:ENST0000053520 GGCCAACCCCAGTTGG
isotig46679 CAGAAGGCTGCTTTGC
isotig12565 ----------------
isotig12566 ----------------
""",
)
def test5(self):
aligner = CodonAligner()
# aligner.frameshift_score = -10.0
nucleotide_records = SeqIO.parse("codonalign/nucl5.fa", "fasta")
protein_alignment = Align.read("codonalign/pro5.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 3)
codon_alignments = []
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[0]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 183], [0, 549]]))
)
self.assertEqual(
str(alignment),
"""\
isotig697 0 R G D Q R S N F Q L S P S T M Q I S T G
isotig697 0 TGAGGCGATCAACGCAGCAACTTCCAGCTGTCTCCCTCCACCATGCAGATCTCCACAGGG
isotig697 20 L L C L L L V A T G F T S Q V L A H P G
isotig697 60 CTTCTGTGCcTGCTGCTTGTGGCCACTGGCTTCACTTCCCAGGTGCTGGCTCACCCAGGC
isotig697 40 S I P S T Y C F V M T S K K I P K S L L
isotig697 120 TCTATCCCATCTACCTaCTGCTTTGTTATGACCAGTAAGAaGATCCCCAAATCACTACTG
isotig697 60 K S Y K R I S N S R C T L K A I L F K T
isotig697 180 AaGAGCTACAAAaGAATCTCCAACAGCAGATGCACCcTGAAAGCCATACTCTTCAAGACC
isotig697 80 K S G K E I C A D P K K K W V Q D A T K
isotig697 240 AAGTCGGGCAAAGAGATCTGTGCTGACCCCAAGAAGAAGTGGGTCcAGGATGCCACAAAG
isotig697 100 H L D Q I L Q T P K P T I P S F E T H P
isotig697 300 CACCTGGACCAAATCCTTCAAACTCCAAAACCGACAATCCCCTCTTTTGAGACTCACCCA
isotig697 120 E T K K C F I H S P F L R R A P R S T Q
isotig697 360 GAGACTAAGAAATGCTTCATTCATTCTCCATTCCTAAGACGTGCTCCAAGGTCAACTCAG
isotig697 140 H H S P R T W L H L V M D R T E S H Y V
isotig697 420 CACCATTCCCCAAGGACTTGGCTTCATTTAGTTATGGATAGAACTGAAAGTCATTATGTT
isotig697 160 Q N K P D L K R L C N F L N M Q N L K R
isotig697 480 CAGAATAAGCCAGACTTGAAGAGGTTGTGTAATTTCTTGAATATGCAAAATCTTAAAAGG
isotig697 180 G A C 183
isotig697 540 GGGGCATGC 549
""",
)
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[1]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 65], [0, 195]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M K V S A A L L C L L L I A A T F I P Q
ENSG00000 0 ATGAAAGTCTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCCAA
ENSG00000 20 G L A Q P D A I N A P V T C C Y N F T N
ENSG00000 60 GGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTATAACTTCACCAAT
ENSG00000 40 R K I S V Q R L A S Y R R I T S S K C P
ENSG00000 120 AGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAGAATCACCAGCAGCAAGTGTCCC
ENSG00000 60 K E A V M 65
ENSG00000 180 AAAGAAGCTGTGATG 195
""",
)
nucleotide_record = next(nucleotide_records)
protein_record = protein_alignment.sequences[2]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 99], [9, 306]]))
)
self.assertEqual(
str(alignment),
"""\
ENSG00000 0 M K V S A A L L C L L L I A A T F I P Q
ENSG00000 9 ATGAAAGTCTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCCAA
ENSG00000 20 G L A Q P D A I N A P V T C C Y N F T N
ENSG00000 69 GGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTATAACTTCACCAAT
ENSG00000 40 R K I S V Q R L A S Y R R I T S S K C P
ENSG00000 129 AGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAGAATCACCAGCAGCAAGTGTCCC
ENSG00000 60 K E A V I F K T I V A K E I C A D P K Q
ENSG00000 189 AAAGAAGCTGTGATCTTCAAGACCATTGTGGCCAAGGAGATCTGTGCTGACCCCAAGCAG
ENSG00000 80 K W V Q D S M D H L D K Q T Q T P K T
ENSG00000 249 AAGTGGGTTCAGGATTCCATGGACCACCTGGACAAGCAAACCCAAACTCCGAAGACT
ENSG00000 99
ENSG00000 306
""",
)
alignment = protein_alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[0, 42, 126, 126, 231, 333, 549],
[0, 0, 84, 90, 195, 195, 195],
[9, 9, 93, 99, 204, 306, 306]])
# fmt: on
)
)
self.assertEqual(
format(alignment, "clustal"),
"""\
isotig69710 TGAGGCGATCAACGCAGCAACTTCCAGCTGTCTCCCTCCACCATGCAGAT
ENSG00000108691:ENST0000058090 ------------------------------------------ATGAAAGT
ENSG00000108691:ENST0000022583 ------------------------------------------ATGAAAGT
isotig69710 CTCCACAGGGCTTCTGTGCcTGCTGCTTGTGGCCACTGGCTTCACTTCCC
ENSG00000108691:ENST0000058090 CTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCC
ENSG00000108691:ENST0000022583 CTCTGCCGCCCTTCTGTGCCTGCTGCTCATAGCAGCCACCTTCATTCCCC
isotig69710 AGGTGCTGGCTCACCCAGGCTCTATC------CCATCTACCTaCTGCTTT
ENSG00000108691:ENST0000058090 AAGGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTAT
ENSG00000108691:ENST0000022583 AAGGGCTCGCTCAGCCAGATGCAATCAATGCCCCAGTCACCTGCTGTTAT
isotig69710 GTTATGACCAGTAAGAaGATCCCCAAATCACTACTGAaGAGCTACAAAaG
ENSG00000108691:ENST0000058090 AACTTCACCAATAGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAG
ENSG00000108691:ENST0000022583 AACTTCACCAATAGGAAGATCTCAGTGCAGAGGCTCGCGAGCTATAGAAG
isotig69710 AATCTCCAACAGCAGATGCACCcTGAAAGCCATACTCTTCAAGACCAAGT
ENSG00000108691:ENST0000058090 AATCACCAGCAGCAAGTGTCCCAAAGAAGCTGTGATG-------------
ENSG00000108691:ENST0000022583 AATCACCAGCAGCAAGTGTCCCAAAGAAGCTGTGATCTTCAAGACCATTG
isotig69710 CGGGCAAAGAGATCTGTGCTGACCCCAAGAAGAAGTGGGTCcAGGATGCC
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 TGGCCAAGGAGATCTGTGCTGACCCCAAGCAGAAGTGGGTTCAGGATTCC
isotig69710 ACAAAGCACCTGGACCAAATCCTTCAAACTCCAAAACCGACAATCCCCTC
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 ATGGACCACCTGGACAAGCAAACCCAAACTCCGAAGACT-----------
isotig69710 TTTTGAGACTCACCCAGAGACTAAGAAATGCTTCATTCATTCTCCATTCC
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 TAAGACGTGCTCCAAGGTCAACTCAGCACCATTCCCCAAGGACTTGGCTT
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 CATTTAGTTATGGATAGAACTGAAAGTCATTATGTTCAGAATAAGCCAGA
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 CTTGAAGAGGTTGTGTAATTTCTTGAATATGCAAAATCTTAAAAGGGGGG
ENSG00000108691:ENST0000058090 --------------------------------------------------
ENSG00000108691:ENST0000022583 --------------------------------------------------
isotig69710 CATGC
ENSG00000108691:ENST0000058090 -----
ENSG00000108691:ENST0000022583 -----
""",
)
class Test_build(unittest.TestCase):
def test_build1(self):
aligner = CodonAligner()
codon_alignments = []
seq1 = SeqRecord(
Seq(
"TCAGGGACTGCGAGAACCAAGCTACTGCTGCTGCTGGCTGCGCTCTGCGCCGCAGGTGGGGCGCTGGAG"
),
id="pro1",
)
seq2 = SeqRecord(
Seq("TCAGGGACTTCGAGAACCAAGCGCTCCTGCTGCTGGCTGCGCTCGGCGCCGCAGGTGGAGCACTGGAG"),
id="pro2",
)
pro1 = SeqRecord(Seq("SGTARTKLLLLLAALCAAGGALE"), id="pro1")
pro2 = SeqRecord(Seq("SGTSRTKRLLLLAALGAAGGALE"), id="pro2")
alignments = aligner.align(pro1, seq1)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 23], [0, 69]]))
)
self.assertEqual(
str(alignment),
"""\
pro1 0 S G T A R T K L L L L L A A L C A A G G
pro1 0 TCAGGGACTGCGAGAACCAAGCTACTGCTGCTGCTGGCTGCGCTCTGCGCCGCAGGTGGG
pro1 20 A L E 23
pro1 60 GCGCTGGAG 69
""",
)
alignments = aligner.align(pro2, seq2)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(
alignment.coordinates, np.array([[0, 8, 8, 23], [0, 24, 23, 68]])
)
)
self.assertEqual(
str(alignment),
"""\
pro2 0 S G T S R T K R 8
pro2 0 TCAGGGACTTCGAGAACCAAGCGC 24
pro2 8 L L L L A A L G A A G G A L E 23
pro2 23 CTCCTGCTGCTGGCTGCGCTCGGCGCCGCAGGTGGAGCACTGGAG 68
""",
)
alignment = Alignment([pro1, pro2])
alignment = alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[0, 24, 24, 69],
[0, 24, 23, 68]])
# fmt: on
)
)
self.assertEqual(
str(alignment),
"""\
pro1 0 TCAGGGACTGCGAGAACCAAGCTA 24
0 |||||||||.||||||||||||..
pro2 0 TCAGGGACTTCGAGAACCAAGCGC 24
pro1 24 CTGCTGCTGCTGGCTGCGCTCTGCGCCGCAGGTGGGGCGCTGGAG 69
24 ||.||||||||||||||||||.|||||||||||||.||.|||||| 69
pro2 23 CTCCTGCTGCTGGCTGCGCTCGGCGCCGCAGGTGGAGCACTGGAG 68
""",
)
def test_build2(self):
aligner = CodonAligner()
codon_alignments = []
seq1 = SeqRecord(
Seq(
"ATGAAAAAGCACGAGTTACTTTGCCAAGGGACAAGTAACAAGCTCACCCAGTTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAACTGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCTTTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC"
),
id="pro1",
)
seq2 = SeqRecord(
Seq(
"ATGAAAAAGCACGAGTTCTTTGCCAAGGGACAAGTAACAAGCTCACCCAGTTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAATGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCTTTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC"
),
id="pro2",
)
seq3 = SeqRecord(
Seq(
"ATGAAAAAGCACGAGTTACTTTGCCAAGGGACAAGTAACAAGCTCACCCTTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAACTGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCTTTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC"
),
id="pro3",
)
pro1 = SeqRecord(
Seq(
"MKKHELLCQGTSNKLTQLGTFEDHFLSLQRMFNNCEVVLGNLEITYMQSSYNLSFLKTIQEVAGYVLIAL"
),
id="pro1",
)
pro2 = SeqRecord(
Seq(
"MKKHEFLCQGTSNKLTQLGTFEDHFLSLQRMFNNCEVVLGNLEITYMQSSYNLSFLKTIQEVAGYVLIAL"
),
id="pro2",
)
pro3 = SeqRecord(
Seq(
"MKKHELLCQGTSNKLTLLGTFEDHFLSLQRMFNNCEVVLGNLEITYMQSSYNLSFLKTIQEVAGYVLIAL"
),
id="pro3",
)
alignments = aligner.align(pro1, seq1)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 70], [0, 210]]))
)
self.assertEqual(
str(alignment),
"""\
pro1 0 M K K H E L L C Q G T S N K L T Q L G T
pro1 0 ATGAAAAAGCACGAGTTACTTTGCCAAGGGACAAGTAACAAGCTCACCCAGTTGGGCACT
pro1 20 F E D H F L S L Q R M F N N C E V V L G
pro1 60 TTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAACTGTGAGGTGGTCCTTGGG
pro1 40 N L E I T Y M Q S S Y N L S F L K T I Q
pro1 120 AATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCTTTTCTCAAGACCATCCAG
pro1 60 E V A G Y V L I A L 70
pro1 180 GAGGTTGCCGGCTATGTACTCATTGCCCTC 210
""",
)
alignments = aligner.align(pro2, seq2)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(
alignment.coordinates,
np.array([[0, 6, 6, 34, 34, 70], [0, 18, 17, 101, 100, 208]]),
)
)
self.assertEqual(
str(alignment),
"""\
pro2 0 M K K H E F 6
pro2 0 ATGAAAAAGCACGAGTTC 18
pro2 6 L C Q G T S N K L T Q L G T F E D H F L
pro2 17 CTTTGCCAAGGGACAAGTAACAAGCTCACCCAGTTGGGCACTTTTGAAGACCACTTTCTG
pro2 26 S L Q R M F N N 34
pro2 77 AGCCTACAGAGGATGTTCAACAAT 101
pro2 34 C E V V L G N L E I T Y M Q S S Y N L S
pro2 100 TGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCT
pro2 54 F L K T I Q E V A G Y V L I A L 70
pro2 160 TTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC 208
""",
)
alignments = aligner.align(pro3, seq3)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(
alignment.coordinates, np.array([[0, 17, 17, 70], [0, 51, 49, 208]])
)
)
self.assertEqual(
str(alignment),
"""\
pro3 0 M K K H E L L C Q G T S N K L T L 17
pro3 0 ATGAAAAAGCACGAGTTACTTTGCCAAGGGACAAGTAACAAGCTCACCCTT 51
pro3 17 L G T F E D H F L S L Q R M F N N C E V
pro3 49 TTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAACTGTGAGGTG
pro3 37 V L G N L E I T Y M Q S S Y N L S F L K
pro3 109 GTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCTTTTCTCAAG
pro3 57 T I Q E V A G Y V L I A L 70
pro3 169 ACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC 208
""",
)
alignment = Alignment([pro1, pro2, pro3])
alignment = alignment.mapall(codon_alignments)
self.assertEqual(
str(alignment),
"""\
pro1 0 ATGAAAAAGCACGAGTTA 18
pro2 0 ATGAAAAAGCACGAGTTC 18
pro3 0 ATGAAAAAGCACGAGTTA 18
pro1 18 CTTTGCCAAGGGACAAGTAACAAGCTCACCCAG 51
pro2 17 CTTTGCCAAGGGACAAGTAACAAGCTCACCCAG 50
pro3 18 CTTTGCCAAGGGACAAGTAACAAGCTCACCCTT 51
pro1 51 TTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAAC 102
pro2 50 TTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAAT 101
pro3 49 TTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAAC 100
pro1 102 TGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCT
pro2 100 TGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCT
pro3 100 TGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCT
pro1 162 TTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC 210
pro2 160 TTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC 208
pro3 160 TTTCTCAAGACCATCCAGGAGGTTGCCGGCTATGTACTCATTGCCCTC 208
""",
)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[0, 18, 18, 51, 51, 102, 102, 210],
[0, 18, 17, 50, 50, 101, 100, 208],
[0, 18, 18, 51, 49, 100, 100, 208]])
# fmt: on
)
)
def test_build3(self):
# use Yeast mitochondrial codon table
codon_table = CodonTable.unambiguous_dna_by_id[3]
aligner = CodonAligner(codon_table=codon_table)
codon_alignments = []
seq1 = SeqRecord(
Seq(
"ATGGCAAGGGACCACCCAGTTGGGCACTGATATGATCGGGTGTATTTGCAGAGTAGTAACCTTTCTTTTCTCAAGACCATCCAG"
),
id="pro1",
)
seq2 = SeqRecord(
Seq(
"ATGGCAAGGCACCATCCAGTTGAGCACTGATATGATCGGGTGTATTTGCAGAGTAGTAACGTGTCTCTGCTCAAGACCATCCAG"
),
id="pro2",
)
seq3 = SeqRecord(
Seq(
"ATGGCAGGGGACCACCCAGTTGGGCACTGATATGATCGTGTGTATCTGCAGAGTAGTAACCACTCTTTTCTCATGACCATCCAG"
),
id="pro3",
)
pro1 = SeqRecord(Seq("MARDHPVGHWYDRVYLQSSNTSFTKTIQ"), id="pro1")
pro2 = SeqRecord(Seq("MARHHPVEHWYDRVYLQSSNVSTTKTIQ"), id="pro2")
pro3 = SeqRecord(Seq("MAGDHPVGHWYDRVYTQSSNHSFTMTIQ"), id="pro3")
alignments = aligner.align(pro1, seq1)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 28], [0, 84]]))
)
self.assertEqual(
str(alignment),
"""\
pro1 0 M A R D H P V G H W Y D R V Y L Q S S N
pro1 0 ATGGCAAGGGACCACCCAGTTGGGCACTGATATGATCGGGTGTATTTGCAGAGTAGTAAC
pro1 20 T S F T K T I Q 28
pro1 60 CTTTCTTTTCTCAAGACCATCCAG 84
""",
)
alignments = aligner.align(pro2, seq2)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 28], [0, 84]]))
)
self.assertEqual(
str(alignment),
"""\
pro2 0 M A R H H P V E H W Y D R V Y L Q S S N
pro2 0 ATGGCAAGGCACCATCCAGTTGAGCACTGATATGATCGGGTGTATTTGCAGAGTAGTAAC
pro2 20 V S T T K T I Q 28
pro2 60 GTGTCTCTGCTCAAGACCATCCAG 84
""",
)
alignments = aligner.align(pro3, seq3)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 28], [0, 84]]))
)
self.assertEqual(
str(alignment),
"""\
pro3 0 M A G D H P V G H W Y D R V Y T Q S S N
pro3 0 ATGGCAGGGGACCACCCAGTTGGGCACTGATATGATCGTGTGTATCTGCAGAGTAGTAAC
pro3 20 H S F T M T I Q 28
pro3 60 CACTCTTTTCTCATGACCATCCAG 84
""",
)
alignment = Alignment([pro1, pro2, pro3])
alignment = alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[0, 84],
[0, 84],
[0, 84]])
# fmt: on
)
)
self.assertEqual(
str(alignment),
"""\
pro1 0 ATGGCAAGGGACCACCCAGTTGGGCACTGATATGATCGGGTGTATTTGCAGAGTAGTAAC
pro2 0 ATGGCAAGGCACCATCCAGTTGAGCACTGATATGATCGGGTGTATTTGCAGAGTAGTAAC
pro3 0 ATGGCAGGGGACCACCCAGTTGGGCACTGATATGATCGTGTGTATCTGCAGAGTAGTAAC
pro1 60 CTTTCTTTTCTCAAGACCATCCAG 84
pro2 60 GTGTCTCTGCTCAAGACCATCCAG 84
pro3 60 CACTCTTTTCTCATGACCATCCAG 84
""",
)
class Test_dn_ds(unittest.TestCase):
def test_dn_ds(self):
aligner = CodonAligner()
nucleotide_records = SeqIO.index("codonalign/egfr_nucl.fa", "fasta")
protein_alignment = Align.read("codonalign/egfr_pro.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 6)
codon_alignments = []
protein_record = protein_alignment.sequences[0]
self.assertEqual(protein_record.id, "gi|17136534|ref|NP_476758.1|")
nucleotide_record = nucleotide_records["gi|24657088|ref|NM_057410.3|"]
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1377], [84, 4215]]))
)
self.assertEqual(
str(alignment),
"""\
gi|171365 0 M M I I S M W M S I S R G L W D S S S I
gi|246570 84 ATGATGATTATCAGCATGTGGATGAGCATATCGCGAGGATTGTGGGACAGCAGCTCCATC
gi|171365 20 W S V L L I L A C M A S I T T S S S V S
gi|246570 144 TGGTCGGTGCTGCTGATCCTCGCCTGCATGGCATCCATCACCACAAGCTCATCGGTCAGC
gi|171365 40 N A G Y V D N G N M K V C I G T K S R L
gi|246570 204 AATGCCGGCTATGTGGATAATGGCAATATGAAAGTCTGCATCGGCACTAAATCTCGGCTC
gi|171365 60 S V P S N K E H H Y R N L R D R Y T N C
gi|246570 264 TCCGTGCCCTCCAACAAGGAACATCATTACCGGAACCTCAGAGATCGGTACACGAACTGT
gi|171365 80 T Y V D G N L E L T W L P N E N L D L S
gi|246570 324 ACGTATGTGGATGGCAACCTGGAGCTGACCTGGCTGCCCAACGAGAATTTGGACCTCAGC
gi|171365 100 F L D N I R E V T G Y I L I S H V D V K
gi|246570 384 TTCCTGGACAACATACGGGAGGTCACCGGCTATATTCTGATCAGTCATGTGGACGTTAAG
gi|171365 120 K V V F P K L Q I I R G R T L F S L S V
gi|246570 444 AAAGTGGTATTTCCCAAACTACAAATCATTCGCGGACGCACGCTGTTCAGCTTATCCGTG
gi|171365 140 E E E K Y A L F V T Y S K M Y T L E I P
gi|246570 504 GAGGAGGAGAAGTATGCCTTGTTCGTCACTTATTCCAAAATGTACACGCTGGAGATTCCC
gi|171365 160 D L R D V L N G Q V G F H N N Y N L C H
gi|246570 564 GATCTACGCGATGTCTTAAATGGCCAAGTGGGCTTCCACAACAACTACAATCTCTGCCAC
gi|171365 180 M R T I Q W S E I V S N G T D A Y Y N Y
gi|246570 624 ATGCGAACGATCCAGTGGTCGGAGATTGTATCCAACGGCACGGATGCATACTACAACTAC
gi|171365 200 D F T A P E R E C P K C H E S C T H G C
gi|246570 684 GACTTTACTGCTCCGGAGCGCGAGTGTCCCAAGTGCCACGAGAGCTGCACGCACGGATGT
gi|171365 220 W G E G P K N C Q K F S K L T C S P Q C
gi|246570 744 TGGGGCGAGGGTCCCAAGAATTGCCAGAAGTTCAGCAAGCTCACCTGCTCGCCACAGTGT
gi|171365 240 A G G R C Y G P K P R E C C H L F C A G
gi|246570 804 GCCGGAGGTCGTTGCTATGGACCAAAGCCGCGGGAGTGTTGTCACCTCTTCTGCGCCGGA
gi|171365 260 G C T G P T Q K D C I A C K N F F D E G
gi|246570 864 GGATGCACTGGTCCCACGCAAAAGGATTGCATCGCCTGCAAGAACTTCTTCGACGAGGGC
gi|171365 280 V C K E E C P P M R K Y N P T T Y V L E
gi|246570 924 GTATGCAAGGAGGAATGCCCGCCCATGCGCAAGTACAATCCCACCACCTATGTTCTTGAA
gi|171365 300 T N P E G K Y A Y G A T C V K E C P G H
gi|246570 984 ACGAATCCTGAGGGAAAGTATGCCTATGGTGCCACCTGCGTCAAGGAGTGTCCCGGTCAT
gi|171365 320 L L R D N G A C V R S C P Q D K M D K G
gi|246570 1044 CTGTTGCGTGATAATGGCGCCTGCGTGCGCAGCTGTCCCCAGGACAAGATGGACAAGGGG
gi|171365 340 G E C V P C N G P C P K T C P G V T V L
gi|246570 1104 GGCGAGTGTGTGCCCTGCAATGGACCGTGCCCCAAAACCTGCCCGGGCGTTACTGTCCTG
gi|171365 360 H A G N I D S F R N C T V I D G N I R I
gi|246570 1164 CATGCCGGCAACATTGACTCGTTCCGGAATTGTACGGTGATCGATGGCAACATTCGCATT
gi|171365 380 L D Q T F S G F Q D V Y A N Y T M G P R
gi|246570 1224 TTGGATCAGACCTTCTCGGGCTTCCAGGATGTCTATGCCAACTACACGATGGGACCACGA
gi|171365 400 Y I P L D P E R L E V F S T V K E I T G
gi|246570 1284 TACATACCGCTGGATCCCGAGCGACTGGAGGTGTTCTCCACGGTGAAGGAGATCACCGGG
gi|171365 420 Y L N I E G T H P Q F R N L S Y F R N L
gi|246570 1344 TATCTGAATATCGAGGGAACCCACCCGCAGTTCCGGAATCTGTCGTACTTCCGCAATCTG
gi|171365 440 E T I H G R Q L M E S M F A A L A I V K
gi|246570 1404 GAAACAATTCATGGCCGCCAGCTGATGGAGAGCATGTTTGCCGCTTTGGCGATCGTTAAG
gi|171365 460 S S L Y S L E M R N L K Q I S S G S V V
gi|246570 1464 TCATCCCTGTACAGCCTGGAGATGCGCAATCTGAAGCAGATTAGTTCCGGCAGTGTGGTC
gi|171365 480 I Q H N R D L C Y V S N I R W P A I Q K
gi|246570 1524 ATCCAGCATAATAGAGACCTCTGCTACGTAAGCAATATCCGTTGGCCGGCCATTCAGAAG
gi|171365 500 E P E Q K V W V N E N L R A D L C E K N
gi|246570 1584 GAGCCCGAACAGAAGGTGTGGGTCAACGAGAATCTCAGGGCGGATCTATGCGAGAAAAAT
gi|171365 520 G T I C S D Q C N E D G C W G A G T D Q
gi|246570 1644 GGAACCATTTGCTCGGATCAGTGCAACGAGGACGGCTGCTGGGGAGCTGGCACGGATCAG
gi|171365 540 C L T C K N F N F N G T C I A D C G Y I
gi|246570 1704 TGCCTTACCTGCAAGAACTTCAATTTCAATGGCACCTGCATCGCCGACTGTGGTTATATA
gi|171365 560 S N A Y K F D N R T C K I C H P E C R T
gi|246570 1764 TCCAATGCCTACAAGTTTGACAATAGAACGTGCAAGATATGCCATCCAGAGTGCCGGACT
gi|171365 580 C N G A G A D H C Q E C V H V R D G Q H
gi|246570 1824 TGCAATGGAGCTGGAGCAGATCACTGCCAGGAGTGCGTCCATGTGAGGGACGGTCAGCAC
gi|171365 600 C V S E C P K N K Y N D R G V C R E C H
gi|246570 1884 TGTGTGTCCGAGTGCCCGAAGAACAAGTACAACGATCGTGGTGTCTGCCGAGAGTGCCAC
gi|171365 620 A T C D G C T G P K D T I G I G A C T T
gi|246570 1944 GCCACCTGCGATGGATGCACTGGGCCCAAGGACACCATCGGCATTGGAGCGTGTACAACG
gi|171365 640 C N L A I I N N D A T V K R C L L K D D
gi|246570 2004 TGCAATTTGGCCATTATCAACAATGACGCCACAGTAAAACGCTGCCTGCTGAAGGACGAC
gi|171365 660 K C P D G Y F W E Y V H P Q E Q G S L K
gi|246570 2064 AAGTGCCCCGATGGGTACTTCTGGGAGTATGTGCATCCACAAGAGCAGGGATCGCTAAAG
gi|171365 680 P L A G R A V C R K C H P L C E L C T N
gi|246570 2124 CCATTGGCCGGCAGAGCAGTTTGCCGAAAGTGCCATCCCCTTTGCGAGCTGTGCACCAAC
gi|171365 700 Y G Y H E Q V C S K C T H Y K R R E Q C
gi|246570 2184 TACGGATACCATGAACAGGTGTGCTCCAAGTGCACCCACTACAAGCGACGAGAGCAGTGC
gi|171365 720 E T E C P A D H Y T D E E Q R E C F Q C
gi|246570 2244 GAGACCGAGTGTCCGGCCGATCACTACACGGATGAGGAGCAGCGCGAGTGCTTCCAGTGC
gi|171365 740 H P E C N G C T G P G A D D C K S C R N
gi|246570 2304 CACCCAGAATGCAACGGTTGCACTGGTCCGGGTGCCGACGATTGCAAGTCTTGTCGCAAC
gi|171365 760 F K L F D A N E T G P Y V N S T M F N C
gi|246570 2364 TTCAAGTTGTTCGACGCGAATGAGACGGGTCCCTATGTGAACTCCACGATGTTCAATTGC
gi|171365 780 T S K C P L E M R H V N Y Q Y T A I G P
gi|246570 2424 ACCTCGAAGTGTCCCTTGGAGATGCGACATGTGAACTATCAGTACACGGCCATTGGACCC
gi|171365 800 Y C A A S P P R S S K I T A N L D V N M
gi|246570 2484 TACTGTGCAGCTAGTCCGCCGAGGAGCAGCAAGATAACTGCCAATCTGGATGTGAACATG
gi|171365 820 I F I I T G A V L V P T I C I L C V V T
gi|246570 2544 ATCTTCATTATCACTGGTGCTGTTCTGGTGCCGACGATCTGCATCCTCTGCGTGGTCACA
gi|171365 840 Y I C R Q K Q K A K K E T V K M T M A L
gi|246570 2604 TACATTTGTCGGCAAAAGCAAAAGGCCAAGAAAGAAACAGTGAAGATGACCATGGCTCTG
gi|171365 860 S G C E D S E P L R P S N I G A N L C K
gi|246570 2664 TCCGGCTGTGAGGATTCCGAGCCGCTGCGTCCCTCGAACATTGGAGCCAATCTATGCAAG
gi|171365 880 L R I V K D A E L R K G G V L G M G A F
gi|246570 2724 TTGCGCATTGTCAAGGACGCCGAGTTGCGCAAGGGCGGAGTCCTCGGAATGGGAGCCTTT
gi|171365 900 G R V Y K G V W V P E G E N V K I P V A
gi|246570 2784 GGACGAGTGTACAAGGGCGTTTGGGTGCCGGAGGGTGAGAACGTCAAGATTCCAGTGGCC
gi|171365 920 I K E L L K S T G A E S S E E F L R E A
gi|246570 2844 ATTAAGGAGCTGCTCAAGTCCACAGGCGCCGAGTCAAGCGAAGAGTTCCTCCGCGAAGCC
gi|171365 940 Y I M A S V E H V N L L K L L A V C M S
gi|246570 2904 TACATCATGGCCTCTGTGGAGCACGTTAATCTGCTGAAGCTCCTGGCCGTCTGCATGTCC
gi|171365 960 S Q M M L I T Q L M P L G C L L D Y V R
gi|246570 2964 TCACAAATGATGCTAATCACGCAACTGATGCCGCTTGGCTGCCTGTTGGACTATGTGCGA
gi|171365 980 N N R D K I G S K A L L N W S T Q I A K
gi|246570 3024 AATAACCGGGACAAGATCGGCTCTAAGGCTCTGCTCAACTGGAGCACGCAAATCGCCAAG
gi|171365 1000 G M S Y L E E K R L V H R D L A A R N V
gi|246570 3084 GGCATGTCGTATCTGGAGGAGAAGCGACTGGTCCACAGAGACTTGGCTGCCCGCAATGTC
gi|171365 1020 L V Q T P S L V K I T D F G L A K L L S
gi|246570 3144 CTGGTGCAGACTCCCTCGCTGGTGAAGATCACCGACTTTGGGCTGGCCAAGTTGCTGAGC
gi|171365 1040 S D S N E Y K A A G G K M P I K W L A L
gi|246570 3204 AGCGATTCCAATGAGTACAAGGCTGCTGGCGGCAAGATGCCCATCAAGTGGTTGGCACTG
gi|171365 1060 E C I R N R V F T S K S D V W A F G V T
gi|246570 3264 GAGTGCATTCGCAATCGTGTATTCACCAGCAAGTCCGATGTCTGGGCCTTTGGTGTGACA
gi|171365 1080 I W E L L T F G Q R P H E N I P A K D I
gi|246570 3324 ATTTGGGAACTGCTGACCTTTGGCCAGCGTCCACACGAGAACATCCCCGCTAAGGATATT
gi|171365 1100 P D L I E V G L K L E Q P E I C S L D I
gi|246570 3384 CCCGATCTTATTGAAGTCGGTCTGAAGCTGGAGCAGCCGGAGATTTGTTCGCTGGACATT
gi|171365 1120 Y C T L L S C W H L D A A M R P T F K Q
gi|246570 3444 TACTGCACACTTCTCTCGTGCTGGCACTTGGATGCCGCCATGCGTCCAACCTTCAAGCAG
gi|171365 1140 L T T V F A E F A R D P G R Y L A I P G
gi|246570 3504 CTGACTACGGTCTTTGCTGAGTTCGCCAGAGATCCGGGTCGCTATCTGGCCATTCCCGGG
gi|171365 1160 D K F T R L P A Y T S Q D E K D L I R K
gi|246570 3564 GATAAGTTCACCCGGCTGCCGGCCTACACGAGTCAGGATGAGAAGGATCTCATCCGAAAA
gi|171365 1180 L A P T T D G S E A I A E P D D Y L Q P
gi|246570 3624 TTGGCTCCCACCACCGATGGGTCCGAAGCCATTGCGGAACCCGATGACTACCTGCAACCC
gi|171365 1200 K A A P G P S H R T D C T D E I P K L N
gi|246570 3684 AAGGCAGCACCTGGTCCTAGTCACAGAACCGACTGCACGGATGAGATACCCAAGCTGAAC
gi|171365 1220 R Y C K D P S N K N S S T G D D E T D S
gi|246570 3744 CGCTACTGCAAGGATCCTAGCAACAAGAATTCGAGTACCGGAGACGATGAGACGGATTCG
gi|171365 1240 S A R E V G V G N L R L D L P V D E D D
gi|246570 3804 AGTGCCCGGGAAGTGGGCGTGGGTAATCTGCGCCTCGATCTACCAGTCGATGAGGATGAT
gi|171365 1260 Y L M P T C Q P G P N N N N N I N N P N
gi|246570 3864 TACCTGATGCCCACATGCCAACCGGGGCCCAACAACAACAACAACATAAATAATCCCAAT
gi|171365 1280 Q N N M A A V G V A A G Y M D L I G V P
gi|246570 3924 CAAAACAATATGGCAGCTGTGGGCGTGGCTGCCGGCTACATGGATCTCATCGGAGTGCCC
gi|171365 1300 V S V D N P E Y L L N A Q T L G V G E S
gi|246570 3984 GTTAGTGTGGACAATCCGGAGTATCTGCTAAACGCGCAGACACTGGGTGTTGGGGAGTCG
gi|171365 1320 P I P T Q T I G I P V M G V P G T M E V
gi|246570 4044 CCGATACCCACCCAGACCATCGGGATACCGGTGATGGGAGTCCCGGGCACCATGGAGGTC
gi|171365 1340 K V P M P G S E P T S S D H E Y Y N D T
gi|246570 4104 AAGGTGCCAATGCCAGGCAGTGAGCCAACGAGCTCCGATCACGAGTACTACAATGATACC
gi|171365 1360 Q R E L Q P L H R N R N T E T R V 1377
gi|246570 4164 CAACGGGAGTTGCAGCCACTGCATCGAAACCGCAACACGGAGACGAGGGTG 4215
""",
)
protein_record = protein_alignment.sequences[1]
self.assertEqual(protein_record.id, "gi|17136536|ref|NP_476759.1|")
nucleotide_record = nucleotide_records["gi|24657104|ref|NM_057411.3|"]
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1426], [22, 4300]]))
)
self.assertEqual(
str(alignment),
"""\
gi|171365 0 M L L R R R N G P C P F P L L L L L L A
gi|246571 22 ATGCTGCTGCGACGGCGCAACGGCCCCTGCCCCTTCCCCCTGCTGCTCCTGCTCCTGGCC
gi|171365 20 H C I C I W P A S A A R D R Y A R Q N N
gi|246571 82 CACTGCATTTGCATTTGGCCCGCGTCGGCGGCCCGCGATCGCTACGCCCGCCAGAACAAT
gi|171365 40 R Q R H Q D I D R D R D R D R F L Y R S
gi|246571 142 CGCCAGCGCCATCAGGATATAGATCGCGATCGGGATCGAGATCGATTCCTATACCGCAGC
gi|171365 60 S S A Q N R Q R G G A N F A L G L G A N
gi|246571 202 AGTTCGGCCCAAAATCGACAGAGGGGCGGGGCCAACTTCGCCCTGGGACTGGGAGCCAAC
gi|171365 80 G V T I P T S L E D K N K N E F V K G K
gi|246571 262 GGAGTCACCATTCCCACCAGTCTGGAGGATAAGAACAAGAACGAGTTCGTCAAGGGGAAA
gi|171365 100 I C I G T K S R L S V P S N K E H H Y R
gi|246571 322 ATCTGCATCGGCACTAAATCTCGGCTCTCCGTGCCCTCCAACAAGGAACATCATTACCGG
gi|171365 120 N L R D R Y T N C T Y V D G N L E L T W
gi|246571 382 AACCTCAGAGATCGGTACACGAACTGTACGTATGTGGATGGCAACCTGGAGCTGACCTGG
gi|171365 140 L P N E N L D L S F L D N I R E V T G Y
gi|246571 442 CTGCCCAACGAGAATTTGGACCTCAGCTTCCTGGACAACATACGGGAGGTCACCGGCTAT
gi|171365 160 I L I S H V D V K K V V F P K L Q I I R
gi|246571 502 ATTCTGATCAGTCATGTGGACGTTAAGAAAGTGGTATTTCCCAAACTACAAATCATTCGC
gi|171365 180 G R T L F S L S V E E E K Y A L F V T Y
gi|246571 562 GGACGCACGCTGTTCAGCTTATCCGTGGAGGAGGAGAAGTATGCCTTGTTCGTCACTTAT
gi|171365 200 S K M Y T L E I P D L R D V L N G Q V G
gi|246571 622 TCCAAAATGTACACGCTGGAGATTCCCGATCTACGCGATGTCTTAAATGGCCAAGTGGGC
gi|171365 220 F H N N Y N L C H M R T I Q W S E I V S
gi|246571 682 TTCCACAACAACTACAATCTCTGCCACATGCGAACGATCCAGTGGTCGGAGATTGTATCC
gi|171365 240 N G T D A Y Y N Y D F T A P E R E C P K
gi|246571 742 AACGGCACGGATGCATACTACAACTACGACTTTACTGCTCCGGAGCGCGAGTGTCCCAAG
gi|171365 260 C H E S C T H G C W G E G P K N C Q K F
gi|246571 802 TGCCACGAGAGCTGCACGCACGGATGTTGGGGCGAGGGTCCCAAGAATTGCCAGAAGTTC
gi|171365 280 S K L T C S P Q C A G G R C Y G P K P R
gi|246571 862 AGCAAGCTCACCTGCTCGCCACAGTGTGCCGGAGGTCGTTGCTATGGACCAAAGCCGCGG
gi|171365 300 E C C H L F C A G G C T G P T Q K D C I
gi|246571 922 GAGTGTTGTCACCTCTTCTGCGCCGGAGGATGCACTGGTCCCACGCAAAAGGATTGCATC
gi|171365 320 A C K N F F D E G V C K E E C P P M R K
gi|246571 982 GCCTGCAAGAACTTCTTCGACGAGGGCGTATGCAAGGAGGAATGCCCGCCCATGCGCAAG
gi|171365 340 Y N P T T Y V L E T N P E G K Y A Y G A
gi|246571 1042 TACAATCCCACCACCTATGTTCTTGAAACGAATCCTGAGGGAAAGTATGCCTATGGTGCC
gi|171365 360 T C V K E C P G H L L R D N G A C V R S
gi|246571 1102 ACCTGCGTCAAGGAGTGTCCCGGTCATCTGTTGCGTGATAATGGCGCCTGCGTGCGCAGC
gi|171365 380 C P Q D K M D K G G E C V P C N G P C P
gi|246571 1162 TGTCCCCAGGACAAGATGGACAAGGGGGGCGAGTGTGTGCCCTGCAATGGACCGTGCCCC
gi|171365 400 K T C P G V T V L H A G N I D S F R N C
gi|246571 1222 AAAACCTGCCCGGGCGTTACTGTCCTGCATGCCGGCAACATTGACTCGTTCCGGAATTGT
gi|171365 420 T V I D G N I R I L D Q T F S G F Q D V
gi|246571 1282 ACGGTGATCGATGGCAACATTCGCATTTTGGATCAGACCTTCTCGGGCTTCCAGGATGTC
gi|171365 440 Y A N Y T M G P R Y I P L D P E R L E V
gi|246571 1342 TATGCCAACTACACGATGGGACCACGATACATACCGCTGGATCCCGAGCGACTGGAGGTG
gi|171365 460 F S T V K E I T G Y L N I E G T H P Q F
gi|246571 1402 TTCTCCACGGTGAAGGAGATCACCGGGTATCTGAATATCGAGGGAACCCACCCGCAGTTC
gi|171365 480 R N L S Y F R N L E T I H G R Q L M E S
gi|246571 1462 CGGAATCTGTCGTACTTCCGCAATCTGGAAACAATTCATGGCCGCCAGCTGATGGAGAGC
gi|171365 500 M F A A L A I V K S S L Y S L E M R N L
gi|246571 1522 ATGTTTGCCGCTTTGGCGATCGTTAAGTCATCCCTGTACAGCCTGGAGATGCGCAATCTG
gi|171365 520 K Q I S S G S V V I Q H N R D L C Y V S
gi|246571 1582 AAGCAGATTAGTTCCGGCAGTGTGGTCATCCAGCATAATAGAGACCTCTGCTACGTAAGC
gi|171365 540 N I R W P A I Q K E P E Q K V W V N E N
gi|246571 1642 AATATCCGTTGGCCGGCCATTCAGAAGGAGCCCGAACAGAAGGTGTGGGTCAACGAGAAT
gi|171365 560 L R A D L C E K N G T I C S D Q C N E D
gi|246571 1702 CTCAGGGCGGATCTATGCGAGAAAAATGGAACCATTTGCTCGGATCAGTGCAACGAGGAC
gi|171365 580 G C W G A G T D Q C L T C K N F N F N G
gi|246571 1762 GGCTGCTGGGGAGCTGGCACGGATCAGTGCCTTACCTGCAAGAACTTCAATTTCAATGGC
gi|171365 600 T C I A D C G Y I S N A Y K F D N R T C
gi|246571 1822 ACCTGCATCGCCGACTGTGGTTATATATCCAATGCCTACAAGTTTGACAATAGAACGTGC
gi|171365 620 K I C H P E C R T C N G A G A D H C Q E
gi|246571 1882 AAGATATGCCATCCAGAGTGCCGGACTTGCAATGGAGCTGGAGCAGATCACTGCCAGGAG
gi|171365 640 C V H V R D G Q H C V S E C P K N K Y N
gi|246571 1942 TGCGTCCATGTGAGGGACGGTCAGCACTGTGTGTCCGAGTGCCCGAAGAACAAGTACAAC
gi|171365 660 D R G V C R E C H A T C D G C T G P K D
gi|246571 2002 GATCGTGGTGTCTGCCGAGAGTGCCACGCCACCTGCGATGGATGCACTGGGCCCAAGGAC
gi|171365 680 T I G I G A C T T C N L A I I N N D A T
gi|246571 2062 ACCATCGGCATTGGAGCGTGTACAACGTGCAATTTGGCCATTATCAACAATGACGCCACA
gi|171365 700 V K R C L L K D D K C P D G Y F W E Y V
gi|246571 2122 GTAAAACGCTGCCTGCTGAAGGACGACAAGTGCCCCGATGGGTACTTCTGGGAGTATGTG
gi|171365 720 H P Q E Q G S L K P L A G R A V C R K C
gi|246571 2182 CATCCACAAGAGCAGGGATCGCTAAAGCCATTGGCCGGCAGAGCAGTTTGCCGAAAGTGC
gi|171365 740 H P L C E L C T N Y G Y H E Q V C S K C
gi|246571 2242 CATCCCCTTTGCGAGCTGTGCACCAACTACGGATACCATGAACAGGTGTGCTCCAAGTGC
gi|171365 760 T H Y K R R E Q C E T E C P A D H Y T D
gi|246571 2302 ACCCACTACAAGCGACGAGAGCAGTGCGAGACCGAGTGTCCGGCCGATCACTACACGGAT
gi|171365 780 E E Q R E C F Q C H P E C N G C T G P G
gi|246571 2362 GAGGAGCAGCGCGAGTGCTTCCAGTGCCACCCAGAATGCAACGGTTGCACTGGTCCGGGT
gi|171365 800 A D D C K S C R N F K L F D A N E T G P
gi|246571 2422 GCCGACGATTGCAAGTCTTGTCGCAACTTCAAGTTGTTCGACGCGAATGAGACGGGTCCC
gi|171365 820 Y V N S T M F N C T S K C P L E M R H V
gi|246571 2482 TATGTGAACTCCACGATGTTCAATTGCACCTCGAAGTGTCCCTTGGAGATGCGACATGTG
gi|171365 840 N Y Q Y T A I G P Y C A A S P P R S S K
gi|246571 2542 AACTATCAGTACACGGCCATTGGACCCTACTGTGCAGCTAGTCCGCCGAGGAGCAGCAAG
gi|171365 860 I T A N L D V N M I F I I T G A V L V P
gi|246571 2602 ATAACTGCCAATCTGGATGTGAACATGATCTTCATTATCACTGGTGCTGTTCTGGTGCCG
gi|171365 880 T I C I L C V V T Y I C R Q K Q K A K K
gi|246571 2662 ACGATCTGCATCCTCTGCGTGGTCACATACATTTGTCGGCAAAAGCAAAAGGCCAAGAAA
gi|171365 900 E T V K M T M A L S G C E D S E P L R P
gi|246571 2722 GAAACAGTGAAGATGACCATGGCTCTGTCCGGCTGTGAGGATTCCGAGCCGCTGCGTCCC
gi|171365 920 S N I G A N L C K L R I V K D A E L R K
gi|246571 2782 TCGAACATTGGAGCCAATCTATGCAAGTTGCGCATTGTCAAGGACGCCGAGTTGCGCAAG
gi|171365 940 G G V L G M G A F G R V Y K G V W V P E
gi|246571 2842 GGCGGAGTCCTCGGAATGGGAGCCTTTGGACGAGTGTACAAGGGCGTTTGGGTGCCGGAG
gi|171365 960 G E N V K I P V A I K E L L K S T G A E
gi|246571 2902 GGTGAGAACGTCAAGATTCCAGTGGCCATTAAGGAGCTGCTCAAGTCCACAGGCGCCGAG
gi|171365 980 S S E E F L R E A Y I M A S V E H V N L
gi|246571 2962 TCAAGCGAAGAGTTCCTCCGCGAAGCCTACATCATGGCCTCTGTGGAGCACGTTAATCTG
gi|171365 1000 L K L L A V C M S S Q M M L I T Q L M P
gi|246571 3022 CTGAAGCTCCTGGCCGTCTGCATGTCCTCACAAATGATGCTAATCACGCAACTGATGCCG
gi|171365 1020 L G C L L D Y V R N N R D K I G S K A L
gi|246571 3082 CTTGGCTGCCTGTTGGACTATGTGCGAAATAACCGGGACAAGATCGGCTCTAAGGCTCTG
gi|171365 1040 L N W S T Q I A K G M S Y L E E K R L V
gi|246571 3142 CTCAACTGGAGCACGCAAATCGCCAAGGGCATGTCGTATCTGGAGGAGAAGCGACTGGTC
gi|171365 1060 H R D L A A R N V L V Q T P S L V K I T
gi|246571 3202 CACAGAGACTTGGCTGCCCGCAATGTCCTGGTGCAGACTCCCTCGCTGGTGAAGATCACC
gi|171365 1080 D F G L A K L L S S D S N E Y K A A G G
gi|246571 3262 GACTTTGGGCTGGCCAAGTTGCTGAGCAGCGATTCCAATGAGTACAAGGCTGCTGGCGGC
gi|171365 1100 K M P I K W L A L E C I R N R V F T S K
gi|246571 3322 AAGATGCCCATCAAGTGGTTGGCACTGGAGTGCATTCGCAATCGTGTATTCACCAGCAAG
gi|171365 1120 S D V W A F G V T I W E L L T F G Q R P
gi|246571 3382 TCCGATGTCTGGGCCTTTGGTGTGACAATTTGGGAACTGCTGACCTTTGGCCAGCGTCCA
gi|171365 1140 H E N I P A K D I P D L I E V G L K L E
gi|246571 3442 CACGAGAACATCCCCGCTAAGGATATTCCCGATCTTATTGAAGTCGGTCTGAAGCTGGAG
gi|171365 1160 Q P E I C S L D I Y C T L L S C W H L D
gi|246571 3502 CAGCCGGAGATTTGTTCGCTGGACATTTACTGCACACTTCTCTCGTGCTGGCACTTGGAT
gi|171365 1180 A A M R P T F K Q L T T V F A E F A R D
gi|246571 3562 GCCGCCATGCGTCCAACCTTCAAGCAGCTGACTACGGTCTTTGCTGAGTTCGCCAGAGAT
gi|171365 1200 P G R Y L A I P G D K F T R L P A Y T S
gi|246571 3622 CCGGGTCGCTATCTGGCCATTCCCGGGGATAAGTTCACCCGGCTGCCGGCCTACACGAGT
gi|171365 1220 Q D E K D L I R K L A P T T D G S E A I
gi|246571 3682 CAGGATGAGAAGGATCTCATCCGAAAATTGGCTCCCACCACCGATGGGTCCGAAGCCATT
gi|171365 1240 A E P D D Y L Q P K A A P G P S H R T D
gi|246571 3742 GCGGAACCCGATGACTACCTGCAACCCAAGGCAGCACCTGGTCCTAGTCACAGAACCGAC
gi|171365 1260 C T D E I P K L N R Y C K D P S N K N S
gi|246571 3802 TGCACGGATGAGATACCCAAGCTGAACCGCTACTGCAAGGATCCTAGCAACAAGAATTCG
gi|171365 1280 S T G D D E T D S S A R E V G V G N L R
gi|246571 3862 AGTACCGGAGACGATGAGACGGATTCGAGTGCCCGGGAAGTGGGCGTGGGTAATCTGCGC
gi|171365 1300 L D L P V D E D D Y L M P T C Q P G P N
gi|246571 3922 CTCGATCTACCAGTCGATGAGGATGATTACCTGATGCCCACATGCCAACCGGGGCCCAAC
gi|171365 1320 N N N N I N N P N Q N N M A A V G V A A
gi|246571 3982 AACAACAACAACATAAATAATCCCAATCAAAACAATATGGCAGCTGTGGGCGTGGCTGCC
gi|171365 1340 G Y M D L I G V P V S V D N P E Y L L N
gi|246571 4042 GGCTACATGGATCTCATCGGAGTGCCCGTTAGTGTGGACAATCCGGAGTATCTGCTAAAC
gi|171365 1360 A Q T L G V G E S P I P T Q T I G I P V
gi|246571 4102 GCGCAGACACTGGGTGTTGGGGAGTCGCCGATACCCACCCAGACCATCGGGATACCGGTG
gi|171365 1380 M G V P G T M E V K V P M P G S E P T S
gi|246571 4162 ATGGGAGTCCCGGGCACCATGGAGGTCAAGGTGCCAATGCCAGGCAGTGAGCCAACGAGC
gi|171365 1400 S D H E Y Y N D T Q R E L Q P L H R N R
gi|246571 4222 TCCGATCACGAGTACTACAATGATACCCAACGGGAGTTGCAGCCACTGCATCGAAACCGC
gi|171365 1420 N T E T R V 1426
gi|246571 4282 AACACGGAGACGAGGGTG 4300
""",
)
protein_record = protein_alignment.sequences[2]
self.assertEqual(protein_record.id, "gi|302179501|gb|ADK98534.1|")
nucleotide_record = nucleotide_records["gi|302179500|gb|HM749883.1|"]
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1185], [0, 3555]]))
)
self.assertEqual(
str(alignment),
"""\
gi|302179 0 M K K H E L L C Q G T S N K L T Q L G T
gi|302179 0 ATGAAAAAGCACGAGTTACTTTGCCAAGGGACAAGTAACAAGCTCACCCAGTTGGGCACT
gi|302179 20 F E D H F L S L Q R M F N N C E V V L G
gi|302179 60 TTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCAACAACTGTGAGGTGGTCCTTGGG
gi|302179 40 N L E I T Y M Q S S Y N L S F L K T I Q
gi|302179 120 AATTTGGAAATTACCTACATGCAGAGTAGTTACAACCTTTCTTTTCTCAAGACCATCCAG
gi|302179 60 E V A G Y V L I A L N T V E K I P L E N
gi|302179 180 GAGGTTGCCGGCTATGTACTCATTGCCCTCAACACAGTGGAGAAGATTCCGCTGGAAAAC
gi|302179 80 L Q I I R G N V L Y E N T H A L A V L S
gi|302179 240 CTGCAGATCATCCGAGGAAATGTGCTTTATGAAAACACCCATGCCTTAGCCGTCTTATCC
gi|302179 100 N Y G A N K T G L R E L P L R N L Q E I
gi|302179 300 AACTATGGAGCAAACAAAACCGGACTGAGGGAGCTGCCCTTGAGAAACTTACAGGAAATT
gi|302179 120 L Q G A V R F S N N P V L C N V E T I Q
gi|302179 360 CTGCAAGGTGCCGTGAGATTCAGCAACAACCCTGTCCTCTGCAACGTGGAGACCATCCAG
gi|302179 140 W R D I V N P D F L S N M T G D F Q N Q
gi|302179 420 TGGCGGGACATCGTCAACCCTGATTTTCTAAGCAACATGACAGGGGACTTTCAGAACCAG
gi|302179 160 Q G N C P K C D P A C L N R S C W G A G
gi|302179 480 CAGGGCAACTGCCCAAAGTGTGATCCAGCCTGTCTCAACAGAAGCTGCTGGGGTGCCGGG
gi|302179 180 E E N C Q K L T K I I C A Q Q C S G R C
gi|302179 540 GAGGAGAACTGTCAGAAATTGACCAAAATCATCTGTGCCCAGCAGTGTTCCGGGCGCTGC
gi|302179 200 R G R S P S D C C H N Q C A A G C T G P
gi|302179 600 CGTGGCAGGTCCCCCAGTGACTGCTGCCACAACCAGTGTGCCGCTGGCTGCACAGGGCCA
gi|302179 220 R E S D C L V C R R F R D E A T C K D T
gi|302179 660 CGGGAGAGCGACTGCCTGGTCTGCCGCAGGTTCCGTGATGAAGCCACCTGCAAGGACACG
gi|302179 240 C P P L M L Y D P T T Y E M K V N P L G
gi|302179 720 TGTCCGCCACTCATGCTCTATGACCCTACCACCTACGAAATGAAGGTCAACCCGCTGGGG
gi|302179 260 K Y S F G A T C V K K C P R N Y V V T D
gi|302179 780 AAGTACAGCTTTGGCGCCACCTGTGTCAAGAAGTGTCCCCGTAACTACGTGGTGACAGAC
gi|302179 280 H G S C V R A C S S D S Q E V E E D G V
gi|302179 840 CACGGCTCCTGCGTCCGCGCCTGCAGTTCTGACAGCCAGGAGGTAGAGGAAGACGGTGTC
gi|302179 300 R K C K K C D G P C G K V C N G I G I G
gi|302179 900 CGCAAGTGTAAAAAGTGTGACGGGCCTTGTGGCAAAGTTTGTAACGGAATAGGAATCGGT
gi|302179 320 E F K D T L S I N A T N I K H F R N C T
gi|302179 960 GAGTTTAAAGACACACTTTCCATAAATGCTACAAACATTAAACACTTCAGAAACTGCACA
gi|302179 340 S I S G D L H I L P V A F R G D S F T R
gi|302179 1020 TCCATCAGTGGAGATCTTCATATCCTGCCAGTAGCATTTAGGGGTGACTCCTTCACACGT
gi|302179 360 T A P L D P K E L D I L R T V K E I T G
gi|302179 1080 ACTGCACCTCTGGACCCGAAAGAACTGGACATTCTAAGAACTGTAAAAGAAATAACAGGG
gi|302179 380 F L L I Q A W P E N R T D L H A F E N L
gi|302179 1140 TTTTTGCTGATTCAGGCCTGGCCCGAAAACAGGACTGACCTCCATGCTTTTGAGAACCTG
gi|302179 400 E I I R G R T K Q H G Q F S L A V V G L
gi|302179 1200 GAAATCATACGTGGCAGAACGAAGCAGCATGGCCAGTTTTCTCTTGCGGTTGTCGGCCTG
gi|302179 420 D I T S L G L R S L K E I S D G D V I I
gi|302179 1260 GATATAACATCTTTGGGATTACGCTCCCTCAAGGAGATAAGTGATGGTGATGTGATAATT
gi|302179 440 S G N R N L C Y A D T I R W K K L F G T
gi|302179 1320 TCAGGAAATCGAAACTTGTGCTATGCAGATACAATACGCTGGAAAAAACTTTTTGGGACC
gi|302179 460 S T Q K T K I L N N R S E K Q C K A A G
gi|302179 1380 TCAACTCAGAAAACCAAAATTTTAAACAACAGGAGTGAAAAACAGTGCAAGGCCGCAGGC
gi|302179 480 H I C H P L C S S E G C W G P G P K Y C
gi|302179 1440 CACATCTGTCACCCGCTGTGCTCATCAGAGGGCTGCTGGGGACCGGGACCCAAATACTGC
gi|302179 500 M S C Q N F S R G K E C V G K C N I L E
gi|302179 1500 ATGTCCTGCCAGAACTTCAGTCGTGGCAAGGAGTGTGTGGGAAAGTGCAACATTCTAGAG
gi|302179 520 G E P R E F V E N S E C V Q C H P E C L
gi|302179 1560 GGAGAGCCCAGAGAATTCGTGGAGAACTCCGAGTGTGTGCAGTGCCATCCAGAATGCCTG
gi|302179 540 P Q A M N V T C T G R G P G N C V K C A
gi|302179 1620 CCCCAGGCCATGAACGTGACCTGCACTGGACGCGGACCAGGCAACTGTGTAAAGTGCGCC
gi|302179 560 H Y I D G P H C V K T C P A G V A G E N
gi|302179 1680 CACTACATTGATGGCCCTCACTGCGTCAAGACCTGCCCTGCTGGAGTCGCGGGAGAGAAT
gi|302179 580 G T L I W K F A D A N H V C L L C H P N
gi|302179 1740 GGCACCCTGATCTGGAAGTTTGCAGATGCCAACCACGTGTGTCTCCTGTGCCACCCCAAC
gi|302179 600 C T Y G C E G P G L E G C P Q K G P K I
gi|302179 1800 TGCACCTATGGCTGTGAAGGGCCAGGTCTCGAAGGCTGTCCACAAAAAGGGCCCAAGATC
gi|302179 620 P S I A T G I V G G L L L V V V L A L S
gi|302179 1860 CCGTCCATTGCCACGGGCATCGTGGGCGGCCTGCTGCTGGTGGTGGTGCTGGCCCTGAGC
gi|302179 640 V G L F M R R R H I V R K R T L R R L L
gi|302179 1920 GTCGGCCTCTTCATGCGCAGGCGCCACATCGTGCGCAAGCGCACACTGCGCCGGCTGCTG
gi|302179 660 Q E R E L V E P L T P S G E A P N Q A L
gi|302179 1980 CAGGAGCGTGAGCTCGTGGAGCCTCTGACGCCCAGCGGAGAAGCTCCCAACCAAGCTCTC
gi|302179 680 L R I L K E T E F K K V K V L G S G A F
gi|302179 2040 TTGAGGATCCTAAAGGAAACAGAATTCAAGAAGGTCAAGGTGCTGGGCTCGGGAGCATTT
gi|302179 700 G T V Y K G L W I P E G E K V K I P V A
gi|302179 2100 GGCACCGTGTACAAGGGACTCTGGATCCCAGAAGGCGAGAAGGTTAAAATTCCTGTAGCT
gi|302179 720 I K E L R E A T S P K A N K E I L D E A
gi|302179 2160 ATCAAGGAATTAAGAGAAGCCACATCTCCAAAAGCCAACAAGGAAATTCTTGATGAGGCC
gi|302179 740 Y V M A S V D N P H V C R L L G I C L T
gi|302179 2220 TACGTGATGGCCAGTGTGGACAACCCCCATGTGTGCCGCCTCCTGGGCATCTGCCTGACC
gi|302179 760 S T V Q L I T Q L M P F G C L L D Y V R
gi|302179 2280 TCCACCGTGCAGCTCATCACACAGCTCATGCCCTTCGGCTGCCTGCTGGACTACGTCCGC
gi|302179 780 E H K D N V G S Q Y L L N W C V Q I A K
gi|302179 2340 GAGCACAAGGACAATGTCGGCTCCCAGTACCTGCTCAACTGGTGTGTGCAGATCGCAAAG
gi|302179 800 G M N Y L E D R R L V H R D L A A R N V
gi|302179 2400 GGCATGAATTACCTGGAAGACCGGCGCTTGGTGCATAGGGACCTGGCAGCCAGGAACGTG
gi|302179 820 L V K T P Q H V K I T D F G L A K L L G
gi|302179 2460 CTGGTGAAGACGCCGCAGCACGTGAAGATCACAGACTTCGGGCTGGCCAAGCTGCTGGGT
gi|302179 840 A E E K E Y H A E G G K V P I K W M A L
gi|302179 2520 GCCGAGGAGAAGGAGTATCATGCAGAAGGAGGCAAGGTCCCTATCAAATGGATGGCTTTG
gi|302179 860 E S I L H R I Y T H Q S D V W S Y G V T
gi|302179 2580 GAATCAATTTTACACCGAATTTATACCCATCAGAGTGATGTCTGGAGCTATGGAGTCACT
gi|302179 880 V W E L M T F G S K P Y D G I P A S E I
gi|302179 2640 GTTTGGGAGTTGATGACCTTTGGATCCAAGCCTTACGATGGAATCCCTGCGAGTGAGATC
gi|302179 900 S T V L E K G E R L P Q P P I C T I D V
gi|302179 2700 TCGACTGTCCTGGAGAAAGGAGAGCGCCTCCCACAGCCACCCATCTGCACCATCGACGTC
gi|302179 920 Y M I M V K C W M I D A D S R P K F R E
gi|302179 2760 TACATGATCATGGTCAAGTGCTGGATGATAGATGCAGACAGTCGCCCAAAGTTCCGTGAG
gi|302179 940 L I L E F S K M A R D P Q R Y L V I Q G
gi|302179 2820 TTGATCCTTGAATTCTCCAAGATGGCCCGAGACCCCCAGCGCTACCTTGTCATCCAGGGG
gi|302179 960 D E R M H L P S P T D S N F Y R A L M D
gi|302179 2880 GACGAGAGAATGCATTTGCCAAGCCCTACGGACTCCAACTTCTACCGCGCCCTGATGGAT
gi|302179 980 E E D M E D V V D A D E Y L V P Q Q G F
gi|302179 2940 GAGGAGGACATGGAGGATGTTGTGGATGCCGATGAGTACCTCGTCCCCCAGCAGGGCTTC
gi|302179 1000 F H S P T T S R T P L L S S L S T S S N
gi|302179 3000 TTCCACAGCCCCACCACCTCCCGGACACCCCTCCTCAGCTCGCTGAGCACCTCCAGCAAC
gi|302179 1020 T P T V T C V D R N G S Y P L K E D S F
gi|302179 3060 ACTCCCACTGTGACTTGCGTTGATAGAAATGGGAGCTACCCTCTCAAGGAAGACAGCTTC
gi|302179 1040 L Q R Y S S D P T G A L I E D S M D D A
gi|302179 3120 CTGCAGCGCTACAGCTCAGACCCCACTGGTGCCCTCATCGAGGACAGCATGGACGACGCT
gi|302179 1060 F L P V P E Y V N Q S V P K R P A G S V
gi|302179 3180 TTCCTCCCAGTACCCGAATATGTAAACCAATCTGTTCCCAAAAGACCCGCAGGCTCTGTC
gi|302179 1080 Q N P V Y H N Q P L Y P A P G R D P Q Y
gi|302179 3240 CAGAACCCTGTCTATCACAATCAGCCTCTATATCCAGCTCCTGGCAGAGACCCTCAGTAC
gi|302179 1100 Q N S L S N A V D N P E Y L N T T H P A
gi|302179 3300 CAAAATTCACTCAGCAACGCCGTGGACAACCCTGAGTATCTCAACACCACCCATCCTGCC
gi|302179 1120 C I N G V L D G P A L W A Q K G S H Q F
gi|302179 3360 TGTATCAATGGTGTGCTCGACGGCCCTGCCCTCTGGGCTCAGAAGGGCAGTCACCAATTT
gi|302179 1140 S L D N P D Y Q Q A F F P K E A K S N G
gi|302179 3420 AGCCTAGACAACCCTGACTACCAGCAGGCCTTCTTTCCCAAGGAAGCCAAGTCGAATGGC
gi|302179 1160 I F K G P A A E N A E Y L R A A P A G S
gi|302179 3480 ATCTTTAAGGGGCCTGCAGCTGAAAATGCAGAATACCTGCGGGCAGCACCAGCAGGCAGT
gi|302179 1180 D F T G A 1185
gi|302179 3540 GACTTTACTGGGGCC 3555
""",
)
protein_record = protein_alignment.sequences[3]
self.assertEqual(protein_record.id, "gi|47522840|ref|NP_999172.1|")
nucleotide_record = nucleotide_records["gi|47522839|ref|NM_214007.1|"]
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1209], [126, 3753]]))
)
self.assertEqual(
str(alignment),
"""\
gi|475228 0 M R R S W A G G A A L L A L L A A H F Q
gi|475228 126 ATGCGACGCTCCTGGGCGGGCGGCGCCGCGCTCCTGGCGCTGCTGGCCGCGCACTTCCAG
gi|475228 20 A S P A L E E K K V C Q G T S N K L T Q
gi|475228 186 GCGAGTCCGGCGCTGGAGGAGAAGAAAGTTTGCCAAGGTACAAGTAACAAGCTCACCCAG
gi|475228 40 L G T F E D H F L S L Q R M F N N C E V
gi|475228 246 CTGGGCACTTTCGAAGACCACTTTCTGAGCCTCCAGAGGATGTTCAATAACTGCGAGGTG
gi|475228 60 V L G N L E I T Y M Q N S Y N L S F L K
gi|475228 306 GTCCTTGGGAACTTGGAGATCACCTACATGCAGAACAGCTACAACCTGTCTTTCCTAAAG
gi|475228 80 T I Q E V A G Y V L I A L N T V E K I P
gi|475228 366 ACCATTCAGGAGGTCGCCGGCTACGTGCTCATCGCCCTCAACACCGTGGAGAAGATCCCT
gi|475228 100 L E N L Q I I R G N V L Y E N T H A L A
gi|475228 426 TTGGAAAACCTGCAGATCATCCGAGGAAATGTACTGTATGAAAACACCCATGCCTTAGCC
gi|475228 120 V L S N Y G A N K T G L R E L P M R N L
gi|475228 486 GTCTTATCCAACTACGGGGCCAATAAAACCGGCCTGAGGGAGCTGCCCATGAGGAACTTA
gi|475228 140 Q E I L Q G A V R F S N N P A L C H A E
gi|475228 546 CAAGAGATCCTGCAAGGCGCCGTGCGCTTCAGCAACAACCCTGCCCTCTGTCACGCGGAG
gi|475228 160 S I Q W R D I V N S D F L S N M S M D F
gi|475228 606 TCCATCCAGTGGAGGGACATTGTCAACAGCGACTTTCTAAGCAACATGTCCATGGACTTT
gi|475228 180 Q S Q L G S C P K C D P G C L N G S C W
gi|475228 666 CAGAGCCAGCTGGGCAGCTGCCCGAAGTGTGATCCAGGCTGTCTCAATGGGAGCTGCTGG
gi|475228 200 G A G K E N C Q K L T K V I C A Q Q C S
gi|475228 726 GGTGCTGGGAAGGAGAACTGCCAGAAATTGACCAAAGTCATCTGTGCCCAGCAGTGCTCC
gi|475228 220 G R C R G R S P S D C C H N Q C A A G C
gi|475228 786 GGGCGCTGCCGCGGCCGGTCGCCCAGTGACTGCTGCCACAACCAGTGCGCCGCTGGCTGC
gi|475228 240 T G P R E S D C L V C R R F R D E A T C
gi|475228 846 ACGGGGCCGCGGGAGAGCGACTGCCTGGTTTGCCGCAGATTCCGTGACGAGGCCACCTGC
gi|475228 260 K D T C P P L M L Y N P T T Y Q M D V N
gi|475228 906 AAGGACACATGCCCGCCGCTCATGCTCTACAACCCCACCACCTACCAGATGGACGTCAAC
gi|475228 280 P L G K Y S F G A T C V K K C P R N Y V
gi|475228 966 CCGCTGGGGAAGTACAGCTTTGGCGCCACCTGTGTCAAGAAGTGCCCTCGTAACTACGTG
gi|475228 300 V T D H G S C V R A C S S D S Y E V E E
gi|475228 1026 GTGACAGACCATGGCTCCTGTGTCCGTGCCTGCAGCTCCGACAGCTACGAGGTGGAGGAG
gi|475228 320 D G V R K C K K C D G P C G K V C N G I
gi|475228 1086 GACGGCGTCCGCAAGTGTAAAAAGTGTGACGGGCCCTGCGGCAAAGTTTGTAACGGGATA
gi|475228 340 G I G E F K D T L S I N A T N I K H F R
gi|475228 1146 GGGATTGGCGAGTTTAAAGACACACTTTCCATAAATGCTACGAATATCAAGCACTTCAGG
gi|475228 360 N C T S I S G D L H I L P V A F R G D S
gi|475228 1206 AACTGCACCTCGATCAGCGGAGATCTTCATATCCTGCCGGTAGCATTTAGGGGTGACTCC
gi|475228 380 F T R T P P L D P K E L D I L K T V K E
gi|475228 1266 TTCACACGCACGCCGCCTCTGGACCCCAAGGAACTGGACATCCTGAAAACCGTGAAGGAA
gi|475228 400 I T G F L L I Q A W P E N R T G L H A F
gi|475228 1326 ATAACAGGGTTTTTACTGATTCAGGCCTGGCCTGAAAACAGGACTGGCCTCCATGCTTTT
gi|475228 420 E N L E I I R G R T K Q H G Q F S L A V
gi|475228 1386 GAGAACCTGGAAATCATACGTGGCAGGACGAAGCAACATGGTCAGTTTTCCCTCGCGGTT
gi|475228 440 V G L D I A S L G L R S L K E I S D G D
gi|475228 1446 GTTGGCCTGGACATAGCGTCCTTGGGGATGCGCTCCCTCAAGGAGATCAGCGACGGAGAC
gi|475228 460 V I V S G N R N L C Y A N T I S W K K L
gi|475228 1506 GTGATCGTCTCAGGAAACCGAAACCTGTGCTATGCAAATACAATCAGCTGGAAAAAACTA
gi|475228 480 F G T A S Q K T K I I N N R S E K E C K
gi|475228 1566 TTTGGGACCGCAAGTCAGAAAACCAAAATTATAAACAACAGGAGCGAAAAAGAGTGCAAA
gi|475228 500 A M G H I C N P L C S S E G C W G P E P
gi|475228 1626 GCCATGGGCCACATCTGTAACCCGCTGTGCTCATCAGAGGGCTGCTGGGGCCCTGAACCC
gi|475228 520 R D C M S C R N F S R G K E C V E K C N
gi|475228 1686 AGAGACTGCATGTCCTGTCGAAACTTTAGCCGCGGCAAGGAATGTGTGGAGAAGTGCAAC
gi|475228 540 V L E G E P R E F V E N A E C V Q C H P
gi|475228 1746 GTTCTGGAGGGGGAGCCGAGAGAGTTCGTGGAGAATGCCGAGTGTGTGCAGTGCCACCCG
gi|475228 560 E C L P Q A K N V T C M G R G P D S C V
gi|475228 1806 GAGTGCCTGCCCCAGGCCAAGAACGTGACCTGCATGGGACGCGGACCGGACAGCTGTGTC
gi|475228 580 R C A H Y I D G P H C V K T C P A G I A
gi|475228 1866 CGGTGTGCTCACTACATCGACGGCCCTCACTGTGTCAAGACCTGCCCCGCGGGAATCGCA
gi|475228 600 G E N S T L I W K F A D A N H V C H L C
gi|475228 1926 GGAGAAAACAGCACCCTCATCTGGAAGTTTGCGGATGCCAACCACGTGTGTCACCTGTGC
gi|475228 620 H P N C T Y G C V G P G L E G C A V D R
gi|475228 1986 CACCCCAACTGCACCTACGGCTGTGTCGGACCAGGTCTCGAGGGCTGTGCGGTGGACAGG
gi|475228 640 P K I P S I A T G I V G G L L L A V V L
gi|475228 2046 CCCAAGATCCCGTCCATCGCCACCGGGATAGTGGGGGGCCTGCTTCTGGCCGTGGTGCTG
gi|475228 660 A L G V G L F L R R R H I V R K R T L R
gi|475228 2106 GCCCTGGGGGTCGGCCTCTTTCTGCGCAGGCGCCACATCGTCCGCAAGCGCACGCTGCGC
gi|475228 680 R L L Q E R E L V E P L T P S G E A P N
gi|475228 2166 CGGCTGCTGCAGGAGCGGGAGCTGGTTGAGCCTCTCACACCCAGTGGAGAAGCTCCCAAC
gi|475228 700 Q A L L R I L K E T E F K K V K V L G S
gi|475228 2226 CAAGCTCTCTTGAGGATCCTGAAGGAGACGGAATTCAAAAAGGTCAAGGTGCTGGGCTCC
gi|475228 720 G A F G T V Y K G L W I P E G E K V K I
gi|475228 2286 GGCGCGTTCGGCACGGTGTACAAGGGCCTCTGGATCCCAGAAGGTGAGAAGGTGAAAATT
gi|475228 740 P V A I K E L R E A T S P K A N K E I L
gi|475228 2346 CCTGTGGCTATCAAGGAATTAAGAGAAGCCACTTCTCCAAAAGCCAACAAGGAAATTCTT
gi|475228 760 D E A Y V M A S V D N P H V C R L L G I
gi|475228 2406 GACGAAGCCTACGTGATGGCCAGTGTGGACAATCCTCATGTGTGCCGCCTCCTGGGCATC
gi|475228 780 C L T S T V Q L I T Q L M P F G C L L D
gi|475228 2466 TGCCTGACCTCCACGGTGCAGCTCATCACGCAGCTCATGCCCTTCGGCTGCCTCCTGGAC
gi|475228 800 Y V R E H K D N I G S Q H L L N W C V Q
gi|475228 2526 TACGTCCGCGAGCACAAGGACAACATCGGCTCCCAGCACCTGCTCAACTGGTGTGTGCAG
gi|475228 820 I A K G M N Y L E D R R L V H R D L A A
gi|475228 2586 ATCGCAAAGGGCATGAACTATCTGGAAGACCGGCGCTTGGTGCACCGAGACCTGGCGGCC
gi|475228 840 R N V L V K T P Q H V K I T D F G L A K
gi|475228 2646 AGGAATGTGCTGGTGAAGACACCGCAGCATGTCAAGATCACTGACTTTGGGCTGGCCAAG
gi|475228 860 L L G A E E K E Y H A E G G K V P I K W
gi|475228 2706 CTGCTGGGCGCCGAGGAGAAAGAGTACCACGCGGAAGGAGGCAAAGTGCCCATCAAGTGG
gi|475228 880 L A L E S I L H R V Y T H Q S D V W S Y
gi|475228 2766 CTGGCTCTAGAGTCAATCCTGCACCGTGTATACACCCACCAGAGTGACGTCTGGAGCTAC
gi|475228 900 G V T V W E L M T F G S K P Y D G I P A
gi|475228 2826 GGAGTCACCGTTTGGGAGCTGATGACCTTTGGGTCCAAGCCTTATGACGGGATCCCCGCG
gi|475228 920 S E I S T V L E K G E R L P Q P P I C T
gi|475228 2886 AGTGAGATCTCGACCGTCCTGGAGAAGGGAGAGCGCCTCCCGCAGCCCCCCATCTGCACC
gi|475228 940 I D V Y M I M V K C W M I D A D S R P K
gi|475228 2946 ATTGATGTCTACATGATCATGGTCAAGTGCTGGATGATAGATGCTGATAGTCGCCCAAAG
gi|475228 960 F R E L I I E F S K M A R D P Q R Y L V
gi|475228 3006 TTCCGTGAGCTGATCATCGAATTCTCCAAAATGGCCCGAGACCCCCAGCGCTACCTTGTC
gi|475228 980 I Q G D E R M H L P S P T D S N F Y R A
gi|475228 3066 ATCCAGGGAGACGAGCGAATGCACTTGCCAAGCCCTACGGACTCCAACTTCTACCGCGCC
gi|475228 1000 L M D E E D M E D V V D A D E Y L V P Q
gi|475228 3126 CTGATGGACGAGGAGGACATGGAGGATGTGGTGGACGCCGACGAGTACCTCGTCCCCCAG
gi|475228 1020 Q G F F H S P A T S R T P L L S S L S A
gi|475228 3186 CAGGGCTTCTTCCACAGCCCCGCCACCTCCCGGACGCCGCTGCTCAGCTCTCTGAGCGCC
gi|475228 1040 T S S T P A V A C V D R N G Q S Y P L K
gi|475228 3246 ACCAGCAGCACCCCCGCTGTGGCTTGCGTTGACAGAAACGGGCAGAGTTATCCCCTCAAG
gi|475228 1060 E D S F L Q R Y S S D P T G A L T E D S
gi|475228 3306 GAAGACAGCTTCCTGCAGCGGTACAGCTCCGACCCCACTGGCGCCCTGACCGAGGACAGC
gi|475228 1080 L D D T F L P A P E Y V N Q S V P K R P
gi|475228 3366 CTAGACGACACTTTTCTCCCAGCACCCGAATATGTAAACCAGTCTGTTCCCAAGAGGCCC
gi|475228 1100 A G S V Q N P V Y H N Q P L S A A P G R
gi|475228 3426 GCGGGCTCCGTCCAGAACCCTGTCTACCACAATCAGCCTCTCAGTGCAGCTCCTGGCCGG
gi|475228 1120 D P H Y Q N S H S N A V G N P E Y L N T
gi|475228 3486 GACCCCCACTACCAGAACTCCCACAGCAATGCCGTGGGCAACCCTGAGTATCTCAACACC
gi|475228 1140 P R P A C I N G G L D G P A F W A Q T G
gi|475228 3546 CCCCGCCCCGCCTGCATCAACGGAGGACTGGACGGCCCTGCCTTCTGGGCACAGACAGGC
gi|475228 1160 S H Q I N L D N P D Y Q Q A F F P K E A
gi|475228 3606 AGCCACCAGATTAATCTGGACAACCCAGACTACCAGCAGGCCTTCTTCCCCAAGGAAGCC
gi|475228 1180 K S N G I C K G P A A E N A E Y L R A A
gi|475228 3666 AAGTCAAACGGCATCTGTAAGGGTCCCGCCGCCGAAAACGCAGAGTACCTAAGGGCGGCA
gi|475228 1200 P A S S D L T G A 1209
gi|475228 3726 CCAGCCAGCAGTGACCTTACTGGGGCA 3753
""",
)
protein_record = protein_alignment.sequences[4]
self.assertEqual(protein_record.id, "gi|29725609|ref|NP_005219.2|")
nucleotide_record = nucleotide_records["gi|41327737|ref|NM_005228.3|"]
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1210], [246, 3876]]))
)
self.assertEqual(
str(alignment),
"""\
gi|297256 0 M R P S G T A G A A L L A L L A A L C P
gi|413277 246 ATGCGACCCTCCGGGACGGCCGGGGCAGCGCTCCTGGCGCTGCTGGCTGCGCTCTGCCCG
gi|297256 20 A S R A L E E K K V C Q G T S N K L T Q
gi|413277 306 GCGAGTCGGGCTCTGGAGGAAAAGAAAGTTTGCCAAGGCACGAGTAACAAGCTCACGCAG
gi|297256 40 L G T F E D H F L S L Q R M F N N C E V
gi|413277 366 TTGGGCACTTTTGAAGATCATTTTCTCAGCCTCCAGAGGATGTTCAATAACTGTGAGGTG
gi|297256 60 V L G N L E I T Y V Q R N Y D L S F L K
gi|413277 426 GTCCTTGGGAATTTGGAAATTACCTATGTGCAGAGGAATTATGATCTTTCCTTCTTAAAG
gi|297256 80 T I Q E V A G Y V L I A L N T V E R I P
gi|413277 486 ACCATCCAGGAGGTGGCTGGTTATGTCCTCATTGCCCTCAACACAGTGGAGCGAATTCCT
gi|297256 100 L E N L Q I I R G N M Y Y E N S Y A L A
gi|413277 546 TTGGAAAACCTGCAGATCATCAGAGGAAATATGTACTACGAAAATTCCTATGCCTTAGCA
gi|297256 120 V L S N Y D A N K T G L K E L P M R N L
gi|413277 606 GTCTTATCTAACTATGATGCAAATAAAACCGGACTGAAGGAGCTGCCCATGAGAAATTTA
gi|297256 140 Q E I L H G A V R F S N N P A L C N V E
gi|413277 666 CAGGAAATCCTGCATGGCGCCGTGCGGTTCAGCAACAACCCTGCCCTGTGCAACGTGGAG
gi|297256 160 S I Q W R D I V S S D F L S N M S M D F
gi|413277 726 AGCATCCAGTGGCGGGACATAGTCAGCAGTGACTTTCTCAGCAACATGTCGATGGACTTC
gi|297256 180 Q N H L G S C Q K C D P S C P N G S C W
gi|413277 786 CAGAACCACCTGGGCAGCTGCCAAAAGTGTGATCCAAGCTGTCCCAATGGGAGCTGCTGG
gi|297256 200 G A G E E N C Q K L T K I I C A Q Q C S
gi|413277 846 GGTGCAGGAGAGGAGAACTGCCAGAAACTGACCAAAATCATCTGTGCCCAGCAGTGCTCC
gi|297256 220 G R C R G K S P S D C C H N Q C A A G C
gi|413277 906 GGGCGCTGCCGTGGCAAGTCCCCCAGTGACTGCTGCCACAACCAGTGTGCTGCAGGCTGC
gi|297256 240 T G P R E S D C L V C R K F R D E A T C
gi|413277 966 ACAGGCCCCCGGGAGAGCGACTGCCTGGTCTGCCGCAAATTCCGAGACGAAGCCACGTGC
gi|297256 260 K D T C P P L M L Y N P T T Y Q M D V N
gi|413277 1026 AAGGACACCTGCCCCCCACTCATGCTCTACAACCCCACCACGTACCAGATGGATGTGAAC
gi|297256 280 P E G K Y S F G A T C V K K C P R N Y V
gi|413277 1086 CCCGAGGGCAAATACAGCTTTGGTGCCACCTGCGTGAAGAAGTGTCCCCGTAATTATGTG
gi|297256 300 V T D H G S C V R A C G A D S Y E M E E
gi|413277 1146 GTGACAGATCACGGCTCGTGCGTCCGAGCCTGTGGGGCCGACAGCTATGAGATGGAGGAA
gi|297256 320 D G V R K C K K C E G P C R K V C N G I
gi|413277 1206 GACGGCGTCCGCAAGTGTAAGAAGTGCGAAGGGCCTTGCCGCAAAGTGTGTAACGGAATA
gi|297256 340 G I G E F K D S L S I N A T N I K H F K
gi|413277 1266 GGTATTGGTGAATTTAAAGACTCACTCTCCATAAATGCTACGAATATTAAACACTTCAAA
gi|297256 360 N C T S I S G D L H I L P V A F R G D S
gi|413277 1326 AACTGCACCTCCATCAGTGGCGATCTCCACATCCTGCCGGTGGCATTTAGGGGTGACTCC
gi|297256 380 F T H T P P L D P Q E L D I L K T V K E
gi|413277 1386 TTCACACATACTCCTCCTCTGGATCCACAGGAACTGGATATTCTGAAAACCGTAAAGGAA
gi|297256 400 I T G F L L I Q A W P E N R T D L H A F
gi|413277 1446 ATCACAGGGTTTTTGCTGATTCAGGCTTGGCCTGAAAACAGGACGGACCTCCATGCCTTT
gi|297256 420 E N L E I I R G R T K Q H G Q F S L A V
gi|413277 1506 GAGAACCTAGAAATCATACGCGGCAGGACCAAGCAACATGGTCAGTTTTCTCTTGCAGTC
gi|297256 440 V S L N I T S L G L R S L K E I S D G D
gi|413277 1566 GTCAGCCTGAACATAACATCCTTGGGATTACGCTCCCTCAAGGAGATAAGTGATGGAGAT
gi|297256 460 V I I S G N K N L C Y A N T I N W K K L
gi|413277 1626 GTGATAATTTCAGGAAACAAAAATTTGTGCTATGCAAATACAATAAACTGGAAAAAACTG
gi|297256 480 F G T S G Q K T K I I S N R G E N S C K
gi|413277 1686 TTTGGGACCTCCGGTCAGAAAACCAAAATTATAAGCAACAGAGGTGAAAACAGCTGCAAG
gi|297256 500 A T G Q V C H A L C S P E G C W G P E P
gi|413277 1746 GCCACAGGCCAGGTCTGCCATGCCTTGTGCTCCCCCGAGGGCTGCTGGGGCCCGGAGCCC
gi|297256 520 R D C V S C R N V S R G R E C V D K C N
gi|413277 1806 AGGGACTGCGTCTCTTGCCGGAATGTCAGCCGAGGCAGGGAATGCGTGGACAAGTGCAAC
gi|297256 540 L L E G E P R E F V E N S E C I Q C H P
gi|413277 1866 CTTCTGGAGGGTGAGCCAAGGGAGTTTGTGGAGAACTCTGAGTGCATACAGTGCCACCCA
gi|297256 560 E C L P Q A M N I T C T G R G P D N C I
gi|413277 1926 GAGTGCCTGCCTCAGGCCATGAACATCACCTGCACAGGACGGGGACCAGACAACTGTATC
gi|297256 580 Q C A H Y I D G P H C V K T C P A G V M
gi|413277 1986 CAGTGTGCCCACTACATTGACGGCCCCCACTGCGTCAAGACCTGCCCGGCAGGAGTCATG
gi|297256 600 G E N N T L V W K Y A D A G H V C H L C
gi|413277 2046 GGAGAAAACAACACCCTGGTCTGGAAGTACGCAGACGCCGGCCATGTGTGCCACCTGTGC
gi|297256 620 H P N C T Y G C T G P G L E G C P T N G
gi|413277 2106 CATCCAAACTGCACCTACGGATGCACTGGGCCAGGTCTTGAAGGCTGTCCAACGAATGGG
gi|297256 640 P K I P S I A T G M V G A L L L L L V V
gi|413277 2166 CCTAAGATCCCGTCCATCGCCACTGGGATGGTGGGGGCCCTCCTCTTGCTGCTGGTGGTG
gi|297256 660 A L G I G L F M R R R H I V R K R T L R
gi|413277 2226 GCCCTGGGGATCGGCCTCTTCATGCGAAGGCGCCACATCGTTCGGAAGCGCACGCTGCGG
gi|297256 680 R L L Q E R E L V E P L T P S G E A P N
gi|413277 2286 AGGCTGCTGCAGGAGAGGGAGCTTGTGGAGCCTCTTACACCCAGTGGAGAAGCTCCCAAC
gi|297256 700 Q A L L R I L K E T E F K K I K V L G S
gi|413277 2346 CAAGCTCTCTTGAGGATCTTGAAGGAAACTGAATTCAAAAAGATCAAAGTGCTGGGCTCC
gi|297256 720 G A F G T V Y K G L W I P E G E K V K I
gi|413277 2406 GGTGCGTTCGGCACGGTGTATAAGGGACTCTGGATCCCAGAAGGTGAGAAAGTTAAAATT
gi|297256 740 P V A I K E L R E A T S P K A N K E I L
gi|413277 2466 CCCGTCGCTATCAAGGAATTAAGAGAAGCAACATCTCCGAAAGCCAACAAGGAAATCCTC
gi|297256 760 D E A Y V M A S V D N P H V C R L L G I
gi|413277 2526 GATGAAGCCTACGTGATGGCCAGCGTGGACAACCCCCACGTGTGCCGCCTGCTGGGCATC
gi|297256 780 C L T S T V Q L I T Q L M P F G C L L D
gi|413277 2586 TGCCTCACCTCCACCGTGCAGCTCATCACGCAGCTCATGCCCTTCGGCTGCCTCCTGGAC
gi|297256 800 Y V R E H K D N I G S Q Y L L N W C V Q
gi|413277 2646 TATGTCCGGGAACACAAAGACAATATTGGCTCCCAGTACCTGCTCAACTGGTGTGTGCAG
gi|297256 820 I A K G M N Y L E D R R L V H R D L A A
gi|413277 2706 ATCGCAAAGGGCATGAACTACTTGGAGGACCGTCGCTTGGTGCACCGCGACCTGGCAGCC
gi|297256 840 R N V L V K T P Q H V K I T D F G L A K
gi|413277 2766 AGGAACGTACTGGTGAAAACACCGCAGCATGTCAAGATCACAGATTTTGGGCTGGCCAAA
gi|297256 860 L L G A E E K E Y H A E G G K V P I K W
gi|413277 2826 CTGCTGGGTGCGGAAGAGAAAGAATACCATGCAGAAGGAGGCAAAGTGCCTATCAAGTGG
gi|297256 880 M A L E S I L H R I Y T H Q S D V W S Y
gi|413277 2886 ATGGCATTGGAATCAATTTTACACAGAATCTATACCCACCAGAGTGATGTCTGGAGCTAC
gi|297256 900 G V T V W E L M T F G S K P Y D G I P A
gi|413277 2946 GGGGTGACCGTTTGGGAGTTGATGACCTTTGGATCCAAGCCATATGACGGAATCCCTGCC
gi|297256 920 S E I S S I L E K G E R L P Q P P I C T
gi|413277 3006 AGCGAGATCTCCTCCATCCTGGAGAAAGGAGAACGCCTCCCTCAGCCACCCATATGTACC
gi|297256 940 I D V Y M I M V K C W M I D A D S R P K
gi|413277 3066 ATCGATGTCTACATGATCATGGTCAAGTGCTGGATGATAGACGCAGATAGTCGCCCAAAG
gi|297256 960 F R E L I I E F S K M A R D P Q R Y L V
gi|413277 3126 TTCCGTGAGTTGATCATCGAATTCTCCAAAATGGCCCGAGACCCCCAGCGCTACCTTGTC
gi|297256 980 I Q G D E R M H L P S P T D S N F Y R A
gi|413277 3186 ATTCAGGGGGATGAAAGAATGCATTTGCCAAGTCCTACAGACTCCAACTTCTACCGTGCC
gi|297256 1000 L M D E E D M D D V V D A D E Y L I P Q
gi|413277 3246 CTGATGGATGAAGAAGACATGGACGACGTGGTGGATGCCGACGAGTACCTCATCCCACAG
gi|297256 1020 Q G F F S S P S T S R T P L L S S L S A
gi|413277 3306 CAGGGCTTCTTCAGCAGCCCCTCCACGTCACGGACTCCCCTCCTGAGCTCTCTGAGTGCA
gi|297256 1040 T S N N S T V A C I D R N G L Q S C P I
gi|413277 3366 ACCAGCAACAATTCCACCGTGGCTTGCATTGATAGAAATGGGCTGCAAAGCTGTCCCATC
gi|297256 1060 K E D S F L Q R Y S S D P T G A L T E D
gi|413277 3426 AAGGAAGACAGCTTCTTGCAGCGATACAGCTCAGACCCCACAGGCGCCTTGACTGAGGAC
gi|297256 1080 S I D D T F L P V P E Y I N Q S V P K R
gi|413277 3486 AGCATAGACGACACCTTCCTCCCAGTGCCTGAATACATAAACCAGTCCGTTCCCAAAAGG
gi|297256 1100 P A G S V Q N P V Y H N Q P L N P A P S
gi|413277 3546 CCCGCTGGCTCTGTGCAGAATCCTGTCTATCACAATCAGCCTCTGAACCCCGCGCCCAGC
gi|297256 1120 R D P H Y Q D P H S T A V G N P E Y L N
gi|413277 3606 AGAGACCCACACTACCAGGACCCCCACAGCACTGCAGTGGGCAACCCCGAGTATCTCAAC
gi|297256 1140 T V Q P T C V N S T F D S P A H W A Q K
gi|413277 3666 ACTGTCCAGCCCACCTGTGTCAACAGCACATTCGACAGCCCTGCCCACTGGGCCCAGAAA
gi|297256 1160 G S H Q I S L D N P D Y Q Q D F F P K E
gi|413277 3726 GGCAGCCACCAAATTAGCCTGGACAACCCTGACTACCAGCAGGACTTCTTTCCCAAGGAA
gi|297256 1180 A K P N G I F K G S T A E N A E Y L R V
gi|413277 3786 GCCAAGCCAAATGGCATCTTTAAGGGCTCCACAGCTGAAAATGCAGAATACCTAAGGGTC
gi|297256 1200 A P Q S S E F I G A 1210
gi|413277 3846 GCGCCACAAAGCAGTGAATTTATTGGAGCA 3876
""",
)
protein_record = protein_alignment.sequences[5]
self.assertEqual(protein_record.id, "gi|6478868|gb|AAF14008.1|")
nucleotide_record = nucleotide_records["gi|6478867|gb|M37394.2|RATEGFR"]
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 1209], [153, 3780]]))
)
self.assertEqual(
str(alignment),
"""\
gi|647886 0 M R P S G T A R T K L L L L L A A L C A
gi|647886 153 ATGCGACCCTCAGGGACTGCGAGAACCAAGCTACTGCTGCTGCTGGCTGCGCTCTGCGCC
gi|647886 20 A G G A L E E K K V C Q G T S N R L T Q
gi|647886 213 GCAGGTGGGGCGCTGGAGGAAAAGAAAGTTTGCCAAGGCACAAGTAACAGGCTCACCCAA
gi|647886 40 L G T F E D H F L S L Q R M F N N C E V
gi|647886 273 CTAGGCACCTTTGAAGACCACTTTCTGAGCCTCCAGAGGATGTTCAACAACTGTGAAGTG
gi|647886 60 V L G N L E I T Y V Q R N Y D L S F L K
gi|647886 333 GTCCTTGGAAACTTGGAAATCACCTATGTGCAAAGGAATTATGACCTTTCCTTCTTAAAG
gi|647886 80 T I Q E V A G Y V L I A L N T V E R I P
gi|647886 393 ACCATCCAGGAGGTGGCTGGCTATGTTCTCATTGCCCTGAACACCGTGGAGAGAATCCCT
gi|647886 100 L E N L Q I I R G N A L Y E N T Y A L A
gi|647886 453 TTGGAGAACCTGCAGATCATCAGGGGAAATGCTCTCTACGAAAACACCTACGCCTTAGCC
gi|647886 120 V L S N Y G T N K T G L R E L P M R N L
gi|647886 513 GTCCTGTCCAACTATGGAACCAACAAAACTGGGCTTAGGGAACTGCCCATGCGGAACTTA
gi|647886 140 Q E I L I G A V R F S N N P I L C N M E
gi|647886 573 CAGGAAATTCTGATCGGTGCTGTGCGATTTAGCAACAACCCCATCCTCTGCAATATGGAG
gi|647886 160 T I Q W R D I V Q D V F L S N M S M D V
gi|647886 633 ACCATCCAGTGGAGGGACATCGTCCAAGATGTCTTTCTGAGCAACATGTCAATGGACGTA
gi|647886 180 Q R H L T G C P K C D P S C P N G S C W
gi|647886 693 CAGCGCCACCTGACGGGCTGCCCGAAATGTGATCCGAGCTGTCCCAATGGAAGCTGCTGG
gi|647886 200 G R G E E N C Q K L T K I I C A Q Q C S
gi|647886 753 GGAAGAGGAGAGGAGAACTGCCAGAAATTGACCAAAATCATCTGCGCCCAGCAATGTTCC
gi|647886 220 R R C R G R S P S D C C H N Q C A A G C
gi|647886 813 CGGCGTTGTCGTGGCAGGTCCCCTAGCGACTGCTGCCACAACCAGTGTGCCGCAGGGTGT
gi|647886 240 T G P R E S D C L V C H R F R D E A T C
gi|647886 873 ACAGGGCCCAGAGAGAGTGACTGTCTGGTCTGCCACAGGTTCCGAGATGAAGCCACGTGC
gi|647886 260 K D T C P P L M L Y N P T T Y Q M D V N
gi|647886 933 AAAGACACCTGCCCACCACTCATGCTGTACAACCCCACCACGTACCAGATGGATGTCAAC
gi|647886 280 P E G K Y S F G A T C V K K C P R N Y V
gi|647886 993 CCTGAGGGGAAGTACAGCTTTGGTGCCACCTGTGTGAAGAAATGCCCCAGAAACTACGTG
gi|647886 300 V T D H G S C V R A C G P D Y Y E V E E
gi|647886 1053 GTGACAGATCACGGCTCGTGTGTCCGGGCCTGTGGGCCAGACTACTATGAAGTAGAAGAA
gi|647886 320 D G V S K C K K C D G P C R K V C N G I
gi|647886 1113 GATGGAGTCAGCAAGTGTAAAAAATGTGACGGGCCCTGCCGCAAAGTTTGCAATGGCATA
gi|647886 340 G I G E F K D T L S I N A T N I K H F K
gi|647886 1173 GGCATTGGTGAATTTAAAGACACACTCTCCATAAATGCTACAAACATCAAACACTTCAAG
gi|647886 360 Y C T A I S G D L H I L P V A F K G D S
gi|647886 1233 TACTGCACTGCCATCAGTGGGGACCTCCACATCCTGCCAGTGGCCTTTAAGGGGGATTCT
gi|647886 380 F T R T P P L D P R E L E I L K T V K E
gi|647886 1293 TTCACCCGCACTCCTCCTCTAGACCCACGGGAACTAGAAATTCTCAAAACTGTGAAGGAA
gi|647886 400 I T G F L L I Q A W P E N W T D L H A F
gi|647886 1353 ATAACAGGGTTTTTGCTGATTCAGGCTTGGCCTGAAAACTGGACTGACCTCCATGCTTTT
gi|647886 420 E N L E I I R G R T K Q H G Q F S L A V
gi|647886 1413 GAGAACCTAGAAATAATTCGTGGCAGAACAAAGCAACATGGTCAGTTTTCTCTGGCGGTT
gi|647886 440 V G L N I T S L G L R S L K E I S D G D
gi|647886 1473 GTCGGCCTGAACATAACATCGCTGGGGTTGCGTTCCCTCAAGGAGATCAGTGATGGGGAT
gi|647886 460 V I I S G N R N L C Y A N T I N W K K L
gi|647886 1533 GTGATTATTTCTGGGAACCGAAATTTGTGCTACGCAAACACTATAAACTGGAAAAAACTC
gi|647886 480 F G T P N Q K T K I M N N R A E K D C K
gi|647886 1593 TTCGGGACGCCCAATCAAAAGACCAAAATCATGAACAACAGAGCTGAAAAGGACTGCAAG
gi|647886 500 A T N H V C N P L C S S E G C W G P E P
gi|647886 1653 GCCACGAACCACGTCTGTAATCCTTTATGCTCCTCGGAAGGCTGCTGGGGCCCTGAGCCC
gi|647886 520 T D C V S C Q N V S R G R E C V D K C N
gi|647886 1713 ACGGACTGTGTCTCCTGCCAGAATGTGAGCAGAGGCAGGGAGTGCGTGGACAAGTGCAAC
gi|647886 540 I L E G E P R E F V E N S E C I Q C H P
gi|647886 1773 ATCCTGGAGGGGGAACCGAGGGAGTTTGTGGAAAATTCTGAATGCATCCAGTGCCATCCA
gi|647886 560 E C L P Q T M N I T C T G R G P D N C I
gi|647886 1833 GAATGTCTGCCCCAGACCATGAACATCACCTGTACAGGCCGGGGGCCAGACAACTGCATC
gi|647886 580 K C A H Y V D G P H C V K T C P S G I M
gi|647886 1893 AAGTGTGCCCACTATGTTGATGGTCCCCACTGTGTCAAGACCTGCCCTTCGGGCATCATG
gi|647886 600 G E N N T L V W K F A D A N N V C H L C
gi|647886 1953 GGGGAGAACAACACCCTGGTCTGGAAGTTTGCAGATGCCAATAACGTCTGCCACCTCTGC
gi|647886 620 H A N C T Y G C A G P G L K G C Q Q P E
gi|647886 2013 CATGCAAACTGTACCTATGGATGTGCTGGGCCAGGCCTTAAAGGATGTCAACAACCAGAA
gi|647886 640 G P K I P S I A T G I V G G L L F I V V
gi|647886 2073 GGGCCAAAGATCCCATCCATCGCCACTGGGATTGTGGGTGGCCTCCTCTTCATAGTAGTG
gi|647886 660 V A L G I G L F M R R R Q L V R K R T L
gi|647886 2133 GTGGCCCTTGGGATCGGCCTCTTCATGCGTCGACGTCAGCTTGTCCGAAAACGTACACTA
gi|647886 680 R R L L Q E R E L V E P L T P S G E A P
gi|647886 2193 CGCCGCCTGCTTCAAGAGAGAGAGCTCGTGGAACCTCTCACACCCAGCGGAGAAGCTCCG
gi|647886 700 N Q A H L R I L K E T E F K K I K V L G
gi|647886 2253 AACCAAGCCCACTTGAGGATATTAAAGGAAACAGAATTCAAAAAGATCAAAGTTCTGGGT
gi|647886 720 S G A F G T V Y K G L W I P E G E K V K
gi|647886 2313 TCAGGAGCATTTGGCACAGTGTATAAGGGTCTCTGGATCCCAGAAGGCGAGAAAGTGAAA
gi|647886 740 I P V A I K E L R E A T S P K A N K E I
gi|647886 2373 ATCCCTGTGGCCATCAAGGAGTTAAGAGAAGCCACATCTCCCAAAGCCAACAAGGAAATC
gi|647886 760 L D E A Y V M A S V D N P H V C R L L G
gi|647886 2433 CTTGATGAAGCCTACGTGATGGCCAGTGTGGACAACCCTCATGTATGCCGCCTCCTGGGC
gi|647886 780 I C L T S T V Q L I T Q L M P Y G C L L
gi|647886 2493 ATCTGTCTGACCTCCACTGTCCAGCTCATTACACAACTCATGCCCTATGGTTGCCTCCTG
gi|647886 800 D Y V R E H K D N I G S Q Y L L N W C V
gi|647886 2553 GACTATGTCCGAGAACATAAGGACAACATTGGCTCCCAGTACCTACTCAACTGGTGTGTG
gi|647886 820 Q I A K G M N Y L E D R R L V H R D L A
gi|647886 2613 CAGATTGCAAAGGGCATGAACTACCTGGAAGACCGGCGTTTGGTACACCGTGACTTGGCA
gi|647886 840 A R N V L V K T P Q H V K I T D F G L A
gi|647886 2673 GCCAGGAATGTACTGGTAAAGACACCACAGCATGTCAAGATCACAGATTTTGGACTGGCC
gi|647886 860 K L L G A E E K E Y H A E G G K V P I K
gi|647886 2733 AAACTGCTTGGTGCTGAGGAGAAAGAATACCATGCAGAGGGGGGCAAAGTGCCTATCAAG
gi|647886 880 W M A L E S I L H R I Y T H Q S D V W S
gi|647886 2793 TGGATGGCTTTGGAATCAATTTTACACCGAATTTATACACACCAAAGCGACGTCTGGAGC
gi|647886 900 Y G V T V W E L M T F G S K P Y D G I P
gi|647886 2853 TATGGAGTCACCGTGTGGGAACTGATGACCTTTGGGTCCAAGCCTTATGATGGGATCCCT
gi|647886 920 A S E I S S I L E K G E R L P Q P P I C
gi|647886 2913 GCAAGTGAGATCTCATCCATCCTAGAGAAAGGAGAGCGCCTTCCACAGCCACCTATCTGC
gi|647886 940 T I D V Y M I M V K C W M I D A D S R P
gi|647886 2973 ACCATCGACGTCTACATGATCATGGTCAAGTGCTGGATGATAGATGCTGATAGCCGCCCA
gi|647886 960 K F R E L I L E F S K M A R D P Q R Y L
gi|647886 3033 AAGTTCCGAGAGTTGATTCTCGAATTCTCCAAAATGGCCAGAGACCCACAGCGCTACCTT
gi|647886 980 V I Q G D E R M H L P S P T D S N F Y R
gi|647886 3093 GTTATCCAGGGGGATGAAAGGATGCATTTGCCGAGCCCTACAGACTCCAACTTTTACCGA
gi|647886 1000 A L M E E E D M E D V V D A D E Y L I P
gi|647886 3153 GCCCTGATGGAGGAGGAGGACATGGAAGACGTAGTTGATGCTGATGAATACCTCATCCCA
gi|647886 1020 Q Q G F F N S P S T S R T P L L S S L S
gi|647886 3213 CAGCAAGGCTTCTTCAACAGCCCATCCACGTCACGGACTCCACTCTTGAGCTCTCTGAGT
gi|647886 1040 A N S N S S T V A C I N R N G S C R V K
gi|647886 3273 GCAAATAGCAACAGTTCCACTGTGGCTTGCATTAATAGAAATGGGAGCTGCCGTGTCAAA
gi|647886 1060 E D A F L Q R Y S S D P T S V L T E D N
gi|647886 3333 GAAGACGCCTTCTTGCAACGGTATAGCTCCGATCCCACCAGCGTCCTGACAGAGGACAAC
gi|647886 1080 I D D T F L P V P E Y I N Q S V P K R P
gi|647886 3393 ATAGATGACACATTCCTTCCCGTGCCTGAATATATAAACCAATCTGTTCCCAAGAGGCCG
gi|647886 1100 A G S V Q N P V Y H N Q P L H P A P G R
gi|647886 3453 GCTGGCTCTGTGCAGAACCCAGTCTATCACAATCAGCCCCTGCATCCAGCTCCTGGAAGA
gi|647886 1120 D L H Y Q N P H S N A V S N P E Y L N T
gi|647886 3513 GACCTGCATTATCAAAATCCCCATAGCAATGCGGTGAGCAACCCTGAGTATCTCAACACT
gi|647886 1140 A Q P T C L S S G F D S S A L W I Q K G
gi|647886 3573 GCCCAGCCGACCTGCCTCAGTAGTGGGTTTGACAGCTCTGCCCTCTGGATCCAGAAAGGC
gi|647886 1160 S H Q M S L D N P D Y Q Q D F F P K E A
gi|647886 3633 AGCCACCAAATGAGCCTGGACAACCCTGACTACCAGCAGGACTTCTTTCCCAAAGAAGCC
gi|647886 1180 K P N G I F K G P T A E N A E Y L R V A
gi|647886 3693 AAGCCGAATGGCATCTTTAAGGGCCCCACAGCTGAAAATGCAGAGTACCTGCGGGTGGCA
gi|647886 1200 P P S S E F S G A 1209
gi|647886 3753 CCGCCAAGCAGTGAGTTTAGTGGAGCA 3780
""",
)
alignment = protein_alignment.mapall(codon_alignments)
self.assertTrue(
np.array_equal(
alignment.coordinates,
# fmt: off
np.array([[ 84, 105, 114, 129, 171, 183, 198, 198, 210,
234, 366, 369, 492, 507, 531, 531, 741, 741,
807, 810, 1038, 1038, 1089, 1089, 1107, 1107, 1161,
1161, 1245, 1260, 1281, 1290, 1443, 1446, 1779, 1779,
1821, 1821, 1902, 1953, 1986, 2085, 2097, 2151, 2175,
2301, 2319, 2319, 2355, 2358, 2373, 2394, 2418, 2559,
2610, 2613, 2655, 2661, 3585, 3594, 3642, 3645, 3765,
3765, 3777, 3777, 3777, 3777, 3843, 3843, 3858, 3864,
3894, 3900, 3921, 3921, 3969, 3975, 4038, 4038, 4215],
[ 22, 22, 31, 46, 88, 100, 115, 283, 295,
319, 451, 454, 577, 592, 616, 616, 826, 826,
892, 895, 1123, 1123, 1174, 1174, 1192, 1192, 1246,
1246, 1330, 1345, 1366, 1375, 1528, 1531, 1864, 1864,
1906, 1906, 1987, 2038, 2071, 2170, 2182, 2236, 2260,
2386, 2404, 2404, 2440, 2443, 2458, 2479, 2503, 2644,
2695, 2698, 2740, 2746, 3670, 3679, 3727, 3730, 3850,
3850, 3862, 3862, 3862, 3862, 3928, 3928, 3943, 3949,
3979, 3985, 4006, 4006, 4054, 4060, 4123, 4123, 4300],
[ 0, 0, 0, 15, 15, 15, 15, 15, 15,
15, 147, 147, 270, 270, 294, 312, 522, 525,
591, 591, 819, 822, 873, 879, 897, 903, 957,
981, 1065, 1065, 1086, 1086, 1239, 1239, 1572, 1578,
1620, 1638, 1719, 1719, 1752, 1752, 1764, 1764, 1788,
1788, 1806, 1809, 1845, 1845, 1860, 1860, 1884, 1884,
1935, 1935, 1977, 1977, 2901, 2901, 2949, 2949, 3069,
3081, 3093, 3093, 3093, 3099, 3165, 3183, 3198, 3198,
3228, 3228, 3249, 3258, 3306, 3306, 3369, 3378, 3555],
[ 126, 126, 126, 141, 183, 183, 198, 198, 210,
210, 342, 342, 465, 465, 489, 507, 717, 720,
786, 786, 1014, 1017, 1068, 1074, 1092, 1098, 1152,
1176, 1260, 1260, 1281, 1281, 1434, 1434, 1767, 1773,
1815, 1833, 1914, 1914, 1947, 1947, 1959, 1959, 1983,
1983, 2001, 2004, 2040, 2040, 2055, 2055, 2079, 2079,
2130, 2130, 2172, 2172, 3096, 3096, 3144, 3144, 3264,
3276, 3288, 3288, 3291, 3297, 3363, 3381, 3396, 3396,
3426, 3426, 3447, 3456, 3504, 3504, 3567, 3576, 3753],
[ 246, 246, 246, 261, 303, 303, 318, 318, 330,
330, 462, 462, 585, 585, 609, 627, 837, 840,
906, 906, 1134, 1137, 1188, 1194, 1212, 1218, 1272,
1296, 1380, 1380, 1401, 1401, 1554, 1554, 1887, 1893,
1935, 1953, 2034, 2034, 2067, 2067, 2079, 2079, 2103,
2103, 2121, 2124, 2160, 2160, 2175, 2175, 2199, 2199,
2250, 2250, 2292, 2292, 3216, 3216, 3264, 3264, 3384,
3396, 3408, 3411, 3414, 3420, 3486, 3504, 3519, 3519,
3549, 3549, 3570, 3579, 3627, 3627, 3690, 3699, 3876],
[ 153, 153, 153, 168, 210, 210, 225, 225, 237,
237, 369, 369, 492, 492, 516, 534, 744, 747,
813, 813, 1041, 1044, 1095, 1101, 1119, 1125, 1179,
1203, 1287, 1287, 1308, 1308, 1461, 1461, 1794, 1800,
1842, 1860, 1941, 1941, 1974, 1974, 1986, 1986, 2010,
2010, 2028, 2031, 2067, 2070, 2085, 2085, 2109, 2109,
2160, 2160, 2202, 2202, 3126, 3126, 3174, 3174, 3294,
3306, 3318, 3318, 3318, 3324, 3390, 3408, 3423, 3423,
3453, 3453, 3474, 3483, 3531, 3531, 3594, 3603, 3780]])
# fmt: on
)
)
self.assertEqual(
format(alignment, "clustal"),
"""\
gi|24657088|ref|NM_057410.3| ATGATGATTATCAGCATGTGGATGAGCATATCGCGAGGATTGTGGGACAG
gi|24657104|ref|NM_057411.3| ---------------------ATGCTGCTGCGACGGCGCAACGGCCCCTG
gi|302179500|gb|HM749883.1| ------------------------------ATGAAAAAGCACGAG-----
gi|47522839|ref|NM_214007.1| ------------------------------ATGCGACGCTCCTGGGCGGG
gi|41327737|ref|NM_005228.3| ------------------------------ATGCGACCCTCCGGGACGGC
gi|6478867|gb|M37394.2|RATEGFR ------------------------------ATGCGACCCTCAGGGACTGC
gi|24657088|ref|NM_057410.3| CAGCTCCATCTGGTCGGTGCTGCTGATCCTCGCCTGCATGGCATCCATCA
gi|24657104|ref|NM_057411.3| CCCCTTCCCCCTGCTGCTCCTGCTCCTGGCCCACTGCATTTGCATTTGGC
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| CGGCGCCGCGCTCCTGGCGCTGCTGGCCGCGCACTTC------------C
gi|41327737|ref|NM_005228.3| CGGGGCAGCGCTCCTGGCGCTGCTGGCTGCGCTCTGC------------C
gi|6478867|gb|M37394.2|RATEGFR GAGAACCAAGCTACTGCTGCTGCTGGCTGCGCTCTGC------------G
gi|24657088|ref|NM_057410.3| CCACAAGCTCATCG------------------------------------
gi|24657104|ref|NM_057411.3| CCGCGTCGGCGGCCCGCGATCGCTACGCCCGCCAGAACAATCGCCAGCGC
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| AGGCGAGTCCGGCG------------------------------------
gi|41327737|ref|NM_005228.3| CGGCGAGTCGGGCT------------------------------------
gi|6478867|gb|M37394.2|RATEGFR CCGCAGGTGGGGCG------------------------------------
gi|24657088|ref|NM_057410.3| --------------------------------------------------
gi|24657104|ref|NM_057411.3| CATCAGGATATAGATCGCGATCGGGATCGAGATCGATTCCTATACCGCAG
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| --------------------------------------------------
gi|24657104|ref|NM_057411.3| CAGTTCGGCCCAAAATCGACAGAGGGGCGGGGCCAACTTCGCCCTGGGAC
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| --------------------------------GTCAGCAATGCCGGCTAT
gi|24657104|ref|NM_057411.3| TGGGAGCCAACGGAGTCACCATTCCCACCAGTCTGGAGGATAAGAACAAG
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------CTGGAGGAGAAG------
gi|41327737|ref|NM_005228.3| --------------------------------CTGGAGGAAAAG------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------CTGGAGGAAAAG------
gi|24657088|ref|NM_057410.3| GTGGATAATGGCAATATGAAAGTCTGCATCGGCACTAAATCTCGGCTCTC
gi|24657104|ref|NM_057411.3| AACGAGTTCGTCAAGGGGAAAATCTGCATCGGCACTAAATCTCGGCTCTC
gi|302179500|gb|HM749883.1| ------------------TTACTTTGCCAAGGGACAAGTAACAAGCTCAC
gi|47522839|ref|NM_214007.1| ------------------AAAGTTTGCCAAGGTACAAGTAACAAGCTCAC
gi|41327737|ref|NM_005228.3| ------------------AAAGTTTGCCAAGGCACGAGTAACAAGCTCAC
gi|6478867|gb|M37394.2|RATEGFR ------------------AAAGTTTGCCAAGGCACAAGTAACAGGCTCAC
gi|24657088|ref|NM_057410.3| CGTGCCCTCCAACAAGGAACATCATTACCGGAACCTCAGAGATCGGTACA
gi|24657104|ref|NM_057411.3| CGTGCCCTCCAACAAGGAACATCATTACCGGAACCTCAGAGATCGGTACA
gi|302179500|gb|HM749883.1| CCAGTTGGGCACTTTTGAAGACCACTTTCTGAGCCTACAGAGGATGTTCA
gi|47522839|ref|NM_214007.1| CCAGCTGGGCACTTTCGAAGACCACTTTCTGAGCCTCCAGAGGATGTTCA
gi|41327737|ref|NM_005228.3| GCAGTTGGGCACTTTTGAAGATCATTTTCTCAGCCTCCAGAGGATGTTCA
gi|6478867|gb|M37394.2|RATEGFR CCAACTAGGCACCTTTGAAGACCACTTTCTGAGCCTCCAGAGGATGTTCA
gi|24657088|ref|NM_057410.3| CGAACTGTACGTATGTGGATGGCAACCTGGAGCTGACCTGGCTGCCCAAC
gi|24657104|ref|NM_057411.3| CGAACTGTACGTATGTGGATGGCAACCTGGAGCTGACCTGGCTGCCCAAC
gi|302179500|gb|HM749883.1| ACAACTGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTACATGCAGAGT
gi|47522839|ref|NM_214007.1| ATAACTGCGAGGTGGTCCTTGGGAACTTGGAGATCACCTACATGCAGAAC
gi|41327737|ref|NM_005228.3| ATAACTGTGAGGTGGTCCTTGGGAATTTGGAAATTACCTATGTGCAGAGG
gi|6478867|gb|M37394.2|RATEGFR ACAACTGTGAAGTGGTCCTTGGAAACTTGGAAATCACCTATGTGCAAAGG
gi|24657088|ref|NM_057410.3| GAGAATTTGGACCTCAGCTTCCTGGACAACATACGGGAGGTCACCGGCTA
gi|24657104|ref|NM_057411.3| GAGAATTTGGACCTCAGCTTCCTGGACAACATACGGGAGGTCACCGGCTA
gi|302179500|gb|HM749883.1| ---AGTTACAACCTTTCTTTTCTCAAGACCATCCAGGAGGTTGCCGGCTA
gi|47522839|ref|NM_214007.1| ---AGCTACAACCTGTCTTTCCTAAAGACCATTCAGGAGGTCGCCGGCTA
gi|41327737|ref|NM_005228.3| ---AATTATGATCTTTCCTTCTTAAAGACCATCCAGGAGGTGGCTGGTTA
gi|6478867|gb|M37394.2|RATEGFR ---AATTATGACCTTTCCTTCTTAAAGACCATCCAGGAGGTGGCTGGCTA
gi|24657088|ref|NM_057410.3| TATTCTGATCAGTCATGTGGACGTTAAGAAAGTGGTATTTCCCAAACTAC
gi|24657104|ref|NM_057411.3| TATTCTGATCAGTCATGTGGACGTTAAGAAAGTGGTATTTCCCAAACTAC
gi|302179500|gb|HM749883.1| TGTACTCATTGCCCTCAACACAGTGGAGAAGATTCCGCTGGAAAACCTGC
gi|47522839|ref|NM_214007.1| CGTGCTCATCGCCCTCAACACCGTGGAGAAGATCCCTTTGGAAAACCTGC
gi|41327737|ref|NM_005228.3| TGTCCTCATTGCCCTCAACACAGTGGAGCGAATTCCTTTGGAAAACCTGC
gi|6478867|gb|M37394.2|RATEGFR TGTTCTCATTGCCCTGAACACCGTGGAGAGAATCCCTTTGGAGAACCTGC
gi|24657088|ref|NM_057410.3| AAATCATTCGCGGACGCACGCTGTTCAGCTTATCCGTGGAGGAGGAGAAG
gi|24657104|ref|NM_057411.3| AAATCATTCGCGGACGCACGCTGTTCAGCTTATCCGTGGAGGAGGAGAAG
gi|302179500|gb|HM749883.1| AGATCATCCGAGGAAATGTGCTTTAT---------------GAAAACACC
gi|47522839|ref|NM_214007.1| AGATCATCCGAGGAAATGTACTGTAT---------------GAAAACACC
gi|41327737|ref|NM_005228.3| AGATCATCAGAGGAAATATGTACTAC---------------GAAAATTCC
gi|6478867|gb|M37394.2|RATEGFR AGATCATCAGGGGAAATGCTCTCTAC---------------GAAAACACC
gi|24657088|ref|NM_057410.3| TATGCCTTGTTCGTC------------------ACTTATTCCAAAATGTA
gi|24657104|ref|NM_057411.3| TATGCCTTGTTCGTC------------------ACTTATTCCAAAATGTA
gi|302179500|gb|HM749883.1| CATGCCTTAGCCGTCTTATCCAACTATGGAGCAAACAAAACCGGACTGAG
gi|47522839|ref|NM_214007.1| CATGCCTTAGCCGTCTTATCCAACTACGGGGCCAATAAAACCGGCCTGAG
gi|41327737|ref|NM_005228.3| TATGCCTTAGCAGTCTTATCTAACTATGATGCAAATAAAACCGGACTGAA
gi|6478867|gb|M37394.2|RATEGFR TACGCCTTAGCCGTCCTGTCCAACTATGGAACCAACAAAACTGGGCTTAG
gi|24657088|ref|NM_057410.3| CACGCTGGAGATTCCCGATCTACGCGATGTCTTAAATGGCCAAGTGGGCT
gi|24657104|ref|NM_057411.3| CACGCTGGAGATTCCCGATCTACGCGATGTCTTAAATGGCCAAGTGGGCT
gi|302179500|gb|HM749883.1| GGAGCTGCCCTTGAGAAACTTACAGGAAATTCTGCAAGGTGCCGTGAGAT
gi|47522839|ref|NM_214007.1| GGAGCTGCCCATGAGGAACTTACAAGAGATCCTGCAAGGCGCCGTGCGCT
gi|41327737|ref|NM_005228.3| GGAGCTGCCCATGAGAAATTTACAGGAAATCCTGCATGGCGCCGTGCGGT
gi|6478867|gb|M37394.2|RATEGFR GGAACTGCCCATGCGGAACTTACAGGAAATTCTGATCGGTGCTGTGCGAT
gi|24657088|ref|NM_057410.3| TCCACAACAACTACAATCTCTGCCACATGCGAACGATCCAGTGGTCGGAG
gi|24657104|ref|NM_057411.3| TCCACAACAACTACAATCTCTGCCACATGCGAACGATCCAGTGGTCGGAG
gi|302179500|gb|HM749883.1| TCAGCAACAACCCTGTCCTCTGCAACGTGGAGACCATCCAGTGGCGGGAC
gi|47522839|ref|NM_214007.1| TCAGCAACAACCCTGCCCTCTGTCACGCGGAGTCCATCCAGTGGAGGGAC
gi|41327737|ref|NM_005228.3| TCAGCAACAACCCTGCCCTGTGCAACGTGGAGAGCATCCAGTGGCGGGAC
gi|6478867|gb|M37394.2|RATEGFR TTAGCAACAACCCCATCCTCTGCAATATGGAGACCATCCAGTGGAGGGAC
gi|24657088|ref|NM_057410.3| ATTGTATCCAACGGCACGGATGCATACTACAACTACGACTTTACTGCTCC
gi|24657104|ref|NM_057411.3| ATTGTATCCAACGGCACGGATGCATACTACAACTACGACTTTACTGCTCC
gi|302179500|gb|HM749883.1| ATCGTCAACCCTGATTTTCTAAGCAACATGACAGGGGACTTTCAGAACCA
gi|47522839|ref|NM_214007.1| ATTGTCAACAGCGACTTTCTAAGCAACATGTCCATGGACTTTCAGAGCCA
gi|41327737|ref|NM_005228.3| ATAGTCAGCAGTGACTTTCTCAGCAACATGTCGATGGACTTCCAGAACCA
gi|6478867|gb|M37394.2|RATEGFR ATCGTCCAAGATGTCTTTCTGAGCAACATGTCAATGGACGTACAGCGCCA
gi|24657088|ref|NM_057410.3| GGAGCGCGAGTGTCCCAAGTGCCACGAGAGCTGCACGCACGGA---TGTT
gi|24657104|ref|NM_057411.3| GGAGCGCGAGTGTCCCAAGTGCCACGAGAGCTGCACGCACGGA---TGTT
gi|302179500|gb|HM749883.1| GCAGGGCAACTGCCCAAAGTGTGATCCAGCCTGTCTCAACAGAAGCTGCT
gi|47522839|ref|NM_214007.1| GCTGGGCAGCTGCCCGAAGTGTGATCCAGGCTGTCTCAATGGGAGCTGCT
gi|41327737|ref|NM_005228.3| CCTGGGCAGCTGCCAAAAGTGTGATCCAAGCTGTCCCAATGGGAGCTGCT
gi|6478867|gb|M37394.2|RATEGFR CCTGACGGGCTGCCCGAAATGTGATCCGAGCTGTCCCAATGGAAGCTGCT
gi|24657088|ref|NM_057410.3| GGGGCGAGGGTCCCAAGAATTGCCAGAAGTTCAGCAAGCTCACCTGCTCG
gi|24657104|ref|NM_057411.3| GGGGCGAGGGTCCCAAGAATTGCCAGAAGTTCAGCAAGCTCACCTGCTCG
gi|302179500|gb|HM749883.1| GGGGTGCCGGGGAGGAGAACTGTCAGAAATTGACCAAAATCATCTGTGCC
gi|47522839|ref|NM_214007.1| GGGGTGCTGGGAAGGAGAACTGCCAGAAATTGACCAAAGTCATCTGTGCC
gi|41327737|ref|NM_005228.3| GGGGTGCAGGAGAGGAGAACTGCCAGAAACTGACCAAAATCATCTGTGCC
gi|6478867|gb|M37394.2|RATEGFR GGGGAAGAGGAGAGGAGAACTGCCAGAAATTGACCAAAATCATCTGCGCC
gi|24657088|ref|NM_057410.3| CCACAGTGTGCCGGAGGTCGTTGCTATGGACCAAAGCCGCGGGAGTGTTG
gi|24657104|ref|NM_057411.3| CCACAGTGTGCCGGAGGTCGTTGCTATGGACCAAAGCCGCGGGAGTGTTG
gi|302179500|gb|HM749883.1| CAGCAGTGTTCC---GGGCGCTGCCGTGGCAGGTCCCCCAGTGACTGCTG
gi|47522839|ref|NM_214007.1| CAGCAGTGCTCC---GGGCGCTGCCGCGGCCGGTCGCCCAGTGACTGCTG
gi|41327737|ref|NM_005228.3| CAGCAGTGCTCC---GGGCGCTGCCGTGGCAAGTCCCCCAGTGACTGCTG
gi|6478867|gb|M37394.2|RATEGFR CAGCAATGTTCC---CGGCGTTGTCGTGGCAGGTCCCCTAGCGACTGCTG
gi|24657088|ref|NM_057410.3| TCACCTCTTCTGCGCCGGAGGATGCACTGGTCCCACGCAAAAGGATTGCA
gi|24657104|ref|NM_057411.3| TCACCTCTTCTGCGCCGGAGGATGCACTGGTCCCACGCAAAAGGATTGCA
gi|302179500|gb|HM749883.1| CCACAACCAGTGTGCCGCTGGCTGCACAGGGCCACGGGAGAGCGACTGCC
gi|47522839|ref|NM_214007.1| CCACAACCAGTGCGCCGCTGGCTGCACGGGGCCGCGGGAGAGCGACTGCC
gi|41327737|ref|NM_005228.3| CCACAACCAGTGTGCTGCAGGCTGCACAGGCCCCCGGGAGAGCGACTGCC
gi|6478867|gb|M37394.2|RATEGFR CCACAACCAGTGTGCCGCAGGGTGTACAGGGCCCAGAGAGAGTGACTGTC
gi|24657088|ref|NM_057410.3| TCGCCTGCAAGAACTTCTTCGACGAGGGCGTATGCAAGGAGGAATGCCCG
gi|24657104|ref|NM_057411.3| TCGCCTGCAAGAACTTCTTCGACGAGGGCGTATGCAAGGAGGAATGCCCG
gi|302179500|gb|HM749883.1| TGGTCTGCCGCAGGTTCCGTGATGAAGCCACCTGCAAGGACACGTGTCCG
gi|47522839|ref|NM_214007.1| TGGTTTGCCGCAGATTCCGTGACGAGGCCACCTGCAAGGACACATGCCCG
gi|41327737|ref|NM_005228.3| TGGTCTGCCGCAAATTCCGAGACGAAGCCACGTGCAAGGACACCTGCCCC
gi|6478867|gb|M37394.2|RATEGFR TGGTCTGCCACAGGTTCCGAGATGAAGCCACGTGCAAAGACACCTGCCCA
gi|24657088|ref|NM_057410.3| CCCATGCGCAAGTACAATCCCACCACCTATGTTCTTGAAACGAATCCTGA
gi|24657104|ref|NM_057411.3| CCCATGCGCAAGTACAATCCCACCACCTATGTTCTTGAAACGAATCCTGA
gi|302179500|gb|HM749883.1| CCACTCATGCTCTATGACCCTACCACCTACGAAATGAAGGTCAACCCGCT
gi|47522839|ref|NM_214007.1| CCGCTCATGCTCTACAACCCCACCACCTACCAGATGGACGTCAACCCGCT
gi|41327737|ref|NM_005228.3| CCACTCATGCTCTACAACCCCACCACGTACCAGATGGATGTGAACCCCGA
gi|6478867|gb|M37394.2|RATEGFR CCACTCATGCTGTACAACCCCACCACGTACCAGATGGATGTCAACCCTGA
gi|24657088|ref|NM_057410.3| GGGAAAGTATGCCTATGGTGCCACCTGCGTCAAGGAGTGTCCC---GGTC
gi|24657104|ref|NM_057411.3| GGGAAAGTATGCCTATGGTGCCACCTGCGTCAAGGAGTGTCCC---GGTC
gi|302179500|gb|HM749883.1| GGGGAAGTACAGCTTTGGCGCCACCTGTGTCAAGAAGTGTCCCCGTAACT
gi|47522839|ref|NM_214007.1| GGGGAAGTACAGCTTTGGCGCCACCTGTGTCAAGAAGTGCCCTCGTAACT
gi|41327737|ref|NM_005228.3| GGGCAAATACAGCTTTGGTGCCACCTGCGTGAAGAAGTGTCCCCGTAATT
gi|6478867|gb|M37394.2|RATEGFR GGGGAAGTACAGCTTTGGTGCCACCTGTGTGAAGAAATGCCCCAGAAACT
gi|24657088|ref|NM_057410.3| ATCTGTTGCGTGATAATGGCGCCTGCGTGCGCAGCTGTCCCCAGGAC---
gi|24657104|ref|NM_057411.3| ATCTGTTGCGTGATAATGGCGCCTGCGTGCGCAGCTGTCCCCAGGAC---
gi|302179500|gb|HM749883.1| ACGTGGTGACAGACCACGGCTCCTGCGTCCGCGCCTGCAGTTCTGACAGC
gi|47522839|ref|NM_214007.1| ACGTGGTGACAGACCATGGCTCCTGTGTCCGTGCCTGCAGCTCCGACAGC
gi|41327737|ref|NM_005228.3| ATGTGGTGACAGATCACGGCTCGTGCGTCCGAGCCTGTGGGGCCGACAGC
gi|6478867|gb|M37394.2|RATEGFR ACGTGGTGACAGATCACGGCTCGTGTGTCCGGGCCTGTGGGCCAGACTAC
gi|24657088|ref|NM_057410.3| ---AAGATGGACAAGGGGGGC------GAGTGTGTGCCCTGCAATGGACC
gi|24657104|ref|NM_057411.3| ---AAGATGGACAAGGGGGGC------GAGTGTGTGCCCTGCAATGGACC
gi|302179500|gb|HM749883.1| CAGGAGGTAGAGGAAGACGGTGTCCGCAAGTGTAAAAAGTGTGACGGGCC
gi|47522839|ref|NM_214007.1| TACGAGGTGGAGGAGGACGGCGTCCGCAAGTGTAAAAAGTGTGACGGGCC
gi|41327737|ref|NM_005228.3| TATGAGATGGAGGAAGACGGCGTCCGCAAGTGTAAGAAGTGCGAAGGGCC
gi|6478867|gb|M37394.2|RATEGFR TATGAAGTAGAAGAAGATGGAGTCAGCAAGTGTAAAAAATGTGACGGGCC
gi|24657088|ref|NM_057410.3| GTGCCCCAAAACCTGCCCGGGCGTTACTGTC-------------------
gi|24657104|ref|NM_057411.3| GTGCCCCAAAACCTGCCCGGGCGTTACTGTC-------------------
gi|302179500|gb|HM749883.1| TTGTGGCAAAGTTTGTAACGGAATAGGAATCGGTGAGTTTAAAGACACAC
gi|47522839|ref|NM_214007.1| CTGCGGCAAAGTTTGTAACGGGATAGGGATTGGCGAGTTTAAAGACACAC
gi|41327737|ref|NM_005228.3| TTGCCGCAAAGTGTGTAACGGAATAGGTATTGGTGAATTTAAAGACTCAC
gi|6478867|gb|M37394.2|RATEGFR CTGCCGCAAAGTTTGCAATGGCATAGGCATTGGTGAATTTAAAGACACAC
gi|24657088|ref|NM_057410.3| -----CTGCATGCCGGCAACATTGACTCGTTCCGGAATTGTACGGTGATC
gi|24657104|ref|NM_057411.3| -----CTGCATGCCGGCAACATTGACTCGTTCCGGAATTGTACGGTGATC
gi|302179500|gb|HM749883.1| TTTCCATAAATGCTACAAACATTAAACACTTCAGAAACTGCACATCCATC
gi|47522839|ref|NM_214007.1| TTTCCATAAATGCTACGAATATCAAGCACTTCAGGAACTGCACCTCGATC
gi|41327737|ref|NM_005228.3| TCTCCATAAATGCTACGAATATTAAACACTTCAAAAACTGCACCTCCATC
gi|6478867|gb|M37394.2|RATEGFR TCTCCATAAATGCTACAAACATCAAACACTTCAAGTACTGCACTGCCATC
gi|24657088|ref|NM_057410.3| GATGGCAACATTCGCATTTTGGATCAGACCTTCTCGGGCTTCCAGGATGT
gi|24657104|ref|NM_057411.3| GATGGCAACATTCGCATTTTGGATCAGACCTTCTCGGGCTTCCAGGATGT
gi|302179500|gb|HM749883.1| AGTGGAGATCTTCATATCCTGCCAGTAGCATTTAGGGGT-----------
gi|47522839|ref|NM_214007.1| AGCGGAGATCTTCATATCCTGCCGGTAGCATTTAGGGGT-----------
gi|41327737|ref|NM_005228.3| AGTGGCGATCTCCACATCCTGCCGGTGGCATTTAGGGGT-----------
gi|6478867|gb|M37394.2|RATEGFR AGTGGGGACCTCCACATCCTGCCAGTGGCCTTTAAGGGG-----------
gi|24657088|ref|NM_057410.3| CTATGCCAACTACACGATGGGACCACGATACATACCGCTGGATCCCGAGC
gi|24657104|ref|NM_057411.3| CTATGCCAACTACACGATGGGACCACGATACATACCGCTGGATCCCGAGC
gi|302179500|gb|HM749883.1| ----GACTCCTTCACACGTACTGCA---------CCTCTGGACCCGAAAG
gi|47522839|ref|NM_214007.1| ----GACTCCTTCACACGCACGCCG---------CCTCTGGACCCCAAGG
gi|41327737|ref|NM_005228.3| ----GACTCCTTCACACATACTCCT---------CCTCTGGATCCACAGG
gi|6478867|gb|M37394.2|RATEGFR ----GATTCTTTCACCCGCACTCCT---------CCTCTAGACCCACGGG
gi|24657088|ref|NM_057410.3| GACTGGAGGTGTTCTCCACGGTGAAGGAGATCACCGGGTATCTGAATATC
gi|24657104|ref|NM_057411.3| GACTGGAGGTGTTCTCCACGGTGAAGGAGATCACCGGGTATCTGAATATC
gi|302179500|gb|HM749883.1| AACTGGACATTCTAAGAACTGTAAAAGAAATAACAGGGTTTTTGCTGATT
gi|47522839|ref|NM_214007.1| AACTGGACATCCTGAAAACCGTGAAGGAAATAACAGGGTTTTTACTGATT
gi|41327737|ref|NM_005228.3| AACTGGATATTCTGAAAACCGTAAAGGAAATCACAGGGTTTTTGCTGATT
gi|6478867|gb|M37394.2|RATEGFR AACTAGAAATTCTCAAAACTGTGAAGGAAATAACAGGGTTTTTGCTGATT
gi|24657088|ref|NM_057410.3| GAGGGAACCCACCCGCAGTTCCGGAATCTGTCGTACTTCCGCAATCTGGA
gi|24657104|ref|NM_057411.3| GAGGGAACCCACCCGCAGTTCCGGAATCTGTCGTACTTCCGCAATCTGGA
gi|302179500|gb|HM749883.1| CAGGCCTGGCCCGAAAACAGGACTGACCTCCATGCTTTTGAGAACCTGGA
gi|47522839|ref|NM_214007.1| CAGGCCTGGCCTGAAAACAGGACTGGCCTCCATGCTTTTGAGAACCTGGA
gi|41327737|ref|NM_005228.3| CAGGCTTGGCCTGAAAACAGGACGGACCTCCATGCCTTTGAGAACCTAGA
gi|6478867|gb|M37394.2|RATEGFR CAGGCTTGGCCTGAAAACTGGACTGACCTCCATGCTTTTGAGAACCTAGA
gi|24657088|ref|NM_057410.3| AACAATTCATGGCCGCCAGCTGATGGAGAGCATGTTTGCCGCTTTGGCGA
gi|24657104|ref|NM_057411.3| AACAATTCATGGCCGCCAGCTGATGGAGAGCATGTTTGCCGCTTTGGCGA
gi|302179500|gb|HM749883.1| AATCATACGTGGCAGAACGAAGCAGCATGGCCAGTTT---TCTCTTGCGG
gi|47522839|ref|NM_214007.1| AATCATACGTGGCAGGACGAAGCAACATGGTCAGTTT---TCCCTCGCGG
gi|41327737|ref|NM_005228.3| AATCATACGCGGCAGGACCAAGCAACATGGTCAGTTT---TCTCTTGCAG
gi|6478867|gb|M37394.2|RATEGFR AATAATTCGTGGCAGAACAAAGCAACATGGTCAGTTT---TCTCTGGCGG
gi|24657088|ref|NM_057410.3| TCGTTAAGTCATCCCTGTACAGCCTGGAGATGCGCAATCTGAAGCAGATT
gi|24657104|ref|NM_057411.3| TCGTTAAGTCATCCCTGTACAGCCTGGAGATGCGCAATCTGAAGCAGATT
gi|302179500|gb|HM749883.1| TTGTCGGCCTGGATATAACATCTTTGGGATTACGCTCCCTCAAGGAGATA
gi|47522839|ref|NM_214007.1| TTGTTGGCCTGGACATAGCGTCCTTGGGGATGCGCTCCCTCAAGGAGATC
gi|41327737|ref|NM_005228.3| TCGTCAGCCTGAACATAACATCCTTGGGATTACGCTCCCTCAAGGAGATA
gi|6478867|gb|M37394.2|RATEGFR TTGTCGGCCTGAACATAACATCGCTGGGGTTGCGTTCCCTCAAGGAGATC
gi|24657088|ref|NM_057410.3| AGTTCCGGCAGTGTGGTCATCCAGCATAATAGAGACCTCTGCTACGTAAG
gi|24657104|ref|NM_057411.3| AGTTCCGGCAGTGTGGTCATCCAGCATAATAGAGACCTCTGCTACGTAAG
gi|302179500|gb|HM749883.1| AGTGATGGTGATGTGATAATTTCAGGAAATCGAAACTTGTGCTATGCAGA
gi|47522839|ref|NM_214007.1| AGCGACGGAGACGTGATCGTCTCAGGAAACCGAAACCTGTGCTATGCAAA
gi|41327737|ref|NM_005228.3| AGTGATGGAGATGTGATAATTTCAGGAAACAAAAATTTGTGCTATGCAAA
gi|6478867|gb|M37394.2|RATEGFR AGTGATGGGGATGTGATTATTTCTGGGAACCGAAATTTGTGCTACGCAAA
gi|24657088|ref|NM_057410.3| CAATATCCGTTGGCCGGCCATTCAGAAGGAGCCCGAACAGAAGGTGTGGG
gi|24657104|ref|NM_057411.3| CAATATCCGTTGGCCGGCCATTCAGAAGGAGCCCGAACAGAAGGTGTGGG
gi|302179500|gb|HM749883.1| TACAATACGCTGGAAAAAACTTTTTGGGACCTCAACTCAGAAAACCAAAA
gi|47522839|ref|NM_214007.1| TACAATCAGCTGGAAAAAACTATTTGGGACCGCAAGTCAGAAAACCAAAA
gi|41327737|ref|NM_005228.3| TACAATAAACTGGAAAAAACTGTTTGGGACCTCCGGTCAGAAAACCAAAA
gi|6478867|gb|M37394.2|RATEGFR CACTATAAACTGGAAAAAACTCTTCGGGACGCCCAATCAAAAGACCAAAA
gi|24657088|ref|NM_057410.3| TCAACGAGAATCTCAGGGCGGATCTATGCGAGAAAAATGGAACCATTTGC
gi|24657104|ref|NM_057411.3| TCAACGAGAATCTCAGGGCGGATCTATGCGAGAAAAATGGAACCATTTGC
gi|302179500|gb|HM749883.1| TTTTAAACAACAGGAGTGAAAAACAGTGCAAGGCCGCAGGCCACATCTGT
gi|47522839|ref|NM_214007.1| TTATAAACAACAGGAGCGAAAAAGAGTGCAAAGCCATGGGCCACATCTGT
gi|41327737|ref|NM_005228.3| TTATAAGCAACAGAGGTGAAAACAGCTGCAAGGCCACAGGCCAGGTCTGC
gi|6478867|gb|M37394.2|RATEGFR TCATGAACAACAGAGCTGAAAAGGACTGCAAGGCCACGAACCACGTCTGT
gi|24657088|ref|NM_057410.3| TCGGATCAGTGCAACGAGGACGGCTGCTGGGGAGCTGGCACGGATCAGTG
gi|24657104|ref|NM_057411.3| TCGGATCAGTGCAACGAGGACGGCTGCTGGGGAGCTGGCACGGATCAGTG
gi|302179500|gb|HM749883.1| CACCCGCTGTGCTCATCAGAGGGCTGCTGGGGACCGGGACCCAAATACTG
gi|47522839|ref|NM_214007.1| AACCCGCTGTGCTCATCAGAGGGCTGCTGGGGCCCTGAACCCAGAGACTG
gi|41327737|ref|NM_005228.3| CATGCCTTGTGCTCCCCCGAGGGCTGCTGGGGCCCGGAGCCCAGGGACTG
gi|6478867|gb|M37394.2|RATEGFR AATCCTTTATGCTCCTCGGAAGGCTGCTGGGGCCCTGAGCCCACGGACTG
gi|24657088|ref|NM_057410.3| CCTTACCTGCAAGAACTTCAATTTCAATGGCACCTGCATCGCCGACTGTG
gi|24657104|ref|NM_057411.3| CCTTACCTGCAAGAACTTCAATTTCAATGGCACCTGCATCGCCGACTGTG
gi|302179500|gb|HM749883.1| CATGTCCTGCCAGAACTTCAGTCGTGGCAAGGAGTGTGTGGGAAAGTGCA
gi|47522839|ref|NM_214007.1| CATGTCCTGTCGAAACTTTAGCCGCGGCAAGGAATGTGTGGAGAAGTGCA
gi|41327737|ref|NM_005228.3| CGTCTCTTGCCGGAATGTCAGCCGAGGCAGGGAATGCGTGGACAAGTGCA
gi|6478867|gb|M37394.2|RATEGFR TGTCTCCTGCCAGAATGTGAGCAGAGGCAGGGAGTGCGTGGACAAGTGCA
gi|24657088|ref|NM_057410.3| GTTATATATCCAATGCCTACAAG------TTTGACAATAGAACGTGCAAG
gi|24657104|ref|NM_057411.3| GTTATATATCCAATGCCTACAAG------TTTGACAATAGAACGTGCAAG
gi|302179500|gb|HM749883.1| ACATTCTAGAGGGAGAGCCCAGAGAATTCGTGGAGAACTCCGAGTGTGTG
gi|47522839|ref|NM_214007.1| ACGTTCTGGAGGGGGAGCCGAGAGAGTTCGTGGAGAATGCCGAGTGTGTG
gi|41327737|ref|NM_005228.3| ACCTTCTGGAGGGTGAGCCAAGGGAGTTTGTGGAGAACTCTGAGTGCATA
gi|6478867|gb|M37394.2|RATEGFR ACATCCTGGAGGGGGAACCGAGGGAGTTTGTGGAAAATTCTGAATGCATC
gi|24657088|ref|NM_057410.3| ATATGCCATCCAGAGTGCCGG------------------ACTTGCAATGG
gi|24657104|ref|NM_057411.3| ATATGCCATCCAGAGTGCCGG------------------ACTTGCAATGG
gi|302179500|gb|HM749883.1| CAGTGCCATCCAGAATGCCTGCCCCAGGCCATGAACGTGACCTGCACTGG
gi|47522839|ref|NM_214007.1| CAGTGCCACCCGGAGTGCCTGCCCCAGGCCAAGAACGTGACCTGCATGGG
gi|41327737|ref|NM_005228.3| CAGTGCCACCCAGAGTGCCTGCCTCAGGCCATGAACATCACCTGCACAGG
gi|6478867|gb|M37394.2|RATEGFR CAGTGCCATCCAGAATGTCTGCCCCAGACCATGAACATCACCTGTACAGG
gi|24657088|ref|NM_057410.3| AGCTGGAGCAGATCACTGCCAGGAGTGCGTCCATGTGAGGGACGGTCAGC
gi|24657104|ref|NM_057411.3| AGCTGGAGCAGATCACTGCCAGGAGTGCGTCCATGTGAGGGACGGTCAGC
gi|302179500|gb|HM749883.1| ACGCGGACCAGGCAACTGTGTAAAGTGCGCCCACTACATTGATGGCCCTC
gi|47522839|ref|NM_214007.1| ACGCGGACCGGACAGCTGTGTCCGGTGTGCTCACTACATCGACGGCCCTC
gi|41327737|ref|NM_005228.3| ACGGGGACCAGACAACTGTATCCAGTGTGCCCACTACATTGACGGCCCCC
gi|6478867|gb|M37394.2|RATEGFR CCGGGGGCCAGACAACTGCATCAAGTGTGCCCACTATGTTGATGGTCCCC
gi|24657088|ref|NM_057410.3| ACTGTGTGTCCGAGTGCCCGAAGAACAAGTACAACGATCGTGGTGTCTGC
gi|24657104|ref|NM_057411.3| ACTGTGTGTCCGAGTGCCCGAAGAACAAGTACAACGATCGTGGTGTCTGC
gi|302179500|gb|HM749883.1| ACTGCGTCAAGACCTGCCCT------------------------------
gi|47522839|ref|NM_214007.1| ACTGTGTCAAGACCTGCCCC------------------------------
gi|41327737|ref|NM_005228.3| ACTGCGTCAAGACCTGCCCG------------------------------
gi|6478867|gb|M37394.2|RATEGFR ACTGTGTCAAGACCTGCCCT------------------------------
gi|24657088|ref|NM_057410.3| CGAGAGTGCCACGCCACCTGCGATGGATGCACTGGGCCCAAGGACACCAT
gi|24657104|ref|NM_057411.3| CGAGAGTGCCACGCCACCTGCGATGGATGCACTGGGCCCAAGGACACCAT
gi|302179500|gb|HM749883.1| ---------------------GCTGGAGTCGCGGGAGAGAATGGCACCCT
gi|47522839|ref|NM_214007.1| ---------------------GCGGGAATCGCAGGAGAAAACAGCACCCT
gi|41327737|ref|NM_005228.3| ---------------------GCAGGAGTCATGGGAGAAAACAACACCCT
gi|6478867|gb|M37394.2|RATEGFR ---------------------TCGGGCATCATGGGGGAGAACAACACCCT
gi|24657088|ref|NM_057410.3| CGGCATTGGAGCGTGTACAACGTGCAATTTGGCCATTATCAACAATGACG
gi|24657104|ref|NM_057411.3| CGGCATTGGAGCGTGTACAACGTGCAATTTGGCCATTATCAACAATGACG
gi|302179500|gb|HM749883.1| GATC----------------------------------------------
gi|47522839|ref|NM_214007.1| CATC----------------------------------------------
gi|41327737|ref|NM_005228.3| GGTC----------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR GGTC----------------------------------------------
gi|24657088|ref|NM_057410.3| CCACAGTAAAACGCTGCCTGCTGAAGGACGACAAGTGCCCCGATGGGTAC
gi|24657104|ref|NM_057411.3| CCACAGTAAAACGCTGCCTGCTGAAGGACGACAAGTGCCCCGATGGGTAC
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| TTCTGGGAGTATGTGCATCCACAAGAGCAGGGATCGCTAAAGCCATTGGC
gi|24657104|ref|NM_057411.3| TTCTGGGAGTATGTGCATCCACAAGAGCAGGGATCGCTAAAGCCATTGGC
gi|302179500|gb|HM749883.1| ---TGGAAGTTTGCA-----------------------------------
gi|47522839|ref|NM_214007.1| ---TGGAAGTTTGCG-----------------------------------
gi|41327737|ref|NM_005228.3| ---TGGAAGTACGCA-----------------------------------
gi|6478867|gb|M37394.2|RATEGFR ---TGGAAGTTTGCA-----------------------------------
gi|24657088|ref|NM_057410.3| CGGCAGAGCAGTTTGCCGAAAGTGCCATCCCCTTTGCGAGCTGTGCACCA
gi|24657104|ref|NM_057411.3| CGGCAGAGCAGTTTGCCGAAAGTGCCATCCCCTTTGCGAGCTGTGCACCA
gi|302179500|gb|HM749883.1| -------------------GATGCCAACCACGTGTGTCTCCTG-------
gi|47522839|ref|NM_214007.1| -------------------GATGCCAACCACGTGTGTCACCTG-------
gi|41327737|ref|NM_005228.3| -------------------GACGCCGGCCATGTGTGCCACCTG-------
gi|6478867|gb|M37394.2|RATEGFR -------------------GATGCCAATAACGTCTGCCACCTC-------
gi|24657088|ref|NM_057410.3| ACTACGGATACCATGAACAGGTGTGCTCCAAGTGCACCCACTACAAGCGA
gi|24657104|ref|NM_057411.3| ACTACGGATACCATGAACAGGTGTGCTCCAAGTGCACCCACTACAAGCGA
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| CGAGAGCAGTGCGAGACCGAGTGTCCGGCCGATCACTACACGGATGAGGA
gi|24657104|ref|NM_057411.3| CGAGAGCAGTGCGAGACCGAGTGTCCGGCCGATCACTACACGGATGAGGA
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| GCAGCGCGAGTGCTTCCAGTGCCACCCAGAATGCAAC---GGTTGCACTG
gi|24657104|ref|NM_057411.3| GCAGCGCGAGTGCTTCCAGTGCCACCCAGAATGCAAC---GGTTGCACTG
gi|302179500|gb|HM749883.1| -------------------TGCCACCCCAACTGCACCTATGGCTGTGAAG
gi|47522839|ref|NM_214007.1| -------------------TGCCACCCCAACTGCACCTACGGCTGTGTCG
gi|41327737|ref|NM_005228.3| -------------------TGCCATCCAAACTGCACCTACGGATGCACTG
gi|6478867|gb|M37394.2|RATEGFR -------------------TGCCATGCAAACTGTACCTATGGATGTGCTG
gi|24657088|ref|NM_057410.3| GTCCGGGTGCCGACGATTGCAAGTCTTGTCGCAACTTCAAGTTGTTCGAC
gi|24657104|ref|NM_057411.3| GTCCGGGTGCCGACGATTGCAAGTCTTGTCGCAACTTCAAGTTGTTCGAC
gi|302179500|gb|HM749883.1| GGCCAGGTCTCGAAGGCTGTCCACAA---AAAGGGCCCAAGATC------
gi|47522839|ref|NM_214007.1| GACCAGGTCTCGAGGGCTGTGCGGTG---GACAGGCCCAAGATC------
gi|41327737|ref|NM_005228.3| GGCCAGGTCTTGAAGGCTGTCCAACG---AATGGGCCTAAGATC------
gi|6478867|gb|M37394.2|RATEGFR GGCCAGGCCTTAAAGGATGTCAACAACCAGAAGGGCCAAAGATC------
gi|24657088|ref|NM_057410.3| GCGAATGAGACGGGTCCCTATGTGAACTCCACGATGTTCAATTGCACCTC
gi|24657104|ref|NM_057411.3| GCGAATGAGACGGGTCCCTATGTGAACTCCACGATGTTCAATTGCACCTC
gi|302179500|gb|HM749883.1| ---------------CCGTCCATTGCCACGGGCATCGTG-----------
gi|47522839|ref|NM_214007.1| ---------------CCGTCCATCGCCACCGGGATAGTG-----------
gi|41327737|ref|NM_005228.3| ---------------CCGTCCATCGCCACTGGGATGGTG-----------
gi|6478867|gb|M37394.2|RATEGFR ---------------CCATCCATCGCCACTGGGATTGTG-----------
gi|24657088|ref|NM_057410.3| GAAGTGTCCCTTGGAGATGCGACATGTGAACTATCAGTACACGGCCATTG
gi|24657104|ref|NM_057411.3| GAAGTGTCCCTTGGAGATGCGACATGTGAACTATCAGTACACGGCCATTG
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| GACCCTACTGTGCAGCTAGTCCGCCGAGGAGCAGCAAGATAACTGCCAAT
gi|24657104|ref|NM_057411.3| GACCCTACTGTGCAGCTAGTCCGCCGAGGAGCAGCAAGATAACTGCCAAT
gi|302179500|gb|HM749883.1| --------------------------------------------------
gi|47522839|ref|NM_214007.1| --------------------------------------------------
gi|41327737|ref|NM_005228.3| --------------------------------------------------
gi|6478867|gb|M37394.2|RATEGFR --------------------------------------------------
gi|24657088|ref|NM_057410.3| CTGGATGTGAACATGATCTTCATTATCACTGGTGCTGTTCTGGTGCCGAC
gi|24657104|ref|NM_057411.3| CTGGATGTGAACATGATCTTCATTATCACTGGTGCTGTTCTGGTGCCGAC
gi|302179500|gb|HM749883.1| ------------------------------GGCGGCCTGCTGCTGGTGGT
gi|47522839|ref|NM_214007.1| ------------------------------GGGGGCCTGCTTCTGGCCGT
gi|41327737|ref|NM_005228.3| ------------------------------GGGGCCCTCCTCTTGCTGCT
gi|6478867|gb|M37394.2|RATEGFR ------------------------------GGTGGCCTCCTCTTCATAGT
gi|24657088|ref|NM_057410.3| GATCTGCATCCTCTGCGTGGTCACATACATTTGTCGGCAAAAGCAAAAGG
gi|24657104|ref|NM_057411.3| GATCTGCATCCTCTGCGTGGTCACATACATTTGTCGGCAAAAGCAAAAGG
gi|302179500|gb|HM749883.1| GGTGCTGGCCCTGAGCGTCGGCCTCTTCATG---CGCAGGCGCCACATCG
gi|47522839|ref|NM_214007.1| GGTGCTGGCCCTGGGGGTCGGCCTCTTTCTG---CGCAGGCGCCACATCG
gi|41327737|ref|NM_005228.3| GGTGGTGGCCCTGGGGATCGGCCTCTTCATG---CGAAGGCGCCACATCG
gi|6478867|gb|M37394.2|RATEGFR AGTGGTGGCCCTTGGGATCGGCCTCTTCATG---CGTCGACGTCAGCTTG
gi|24657088|ref|NM_057410.3| CCAAGAAAGAAACAGTGAAGATGACCATGGCTCTGTCCGGCTGTGAGGAT
gi|24657104|ref|NM_057411.3| CCAAGAAAGAAACAGTGAAGATGACCATGGCTCTGTCCGGCTGTGAGGAT
gi|302179500|gb|HM749883.1| TGCGCAAGCGCACACTGCGCCGGCTG------CTGCAGGAGCGTGAGCTC
gi|47522839|ref|NM_214007.1| TCCGCAAGCGCACGCTGCGCCGGCTG------CTGCAGGAGCGGGAGCTG
gi|41327737|ref|NM_005228.3| TTCGGAAGCGCACGCTGCGGAGGCTG------CTGCAGGAGAGGGAGCTT
gi|6478867|gb|M37394.2|RATEGFR TCCGAAAACGTACACTACGCCGCCTG------CTTCAAGAGAGAGAGCTC
gi|24657088|ref|NM_057410.3| TCCGAGCCGCTGCGTCCCTCGAACATTGGAGCCAATCTATGCAAGTTGCG
gi|24657104|ref|NM_057411.3| TCCGAGCCGCTGCGTCCCTCGAACATTGGAGCCAATCTATGCAAGTTGCG
gi|302179500|gb|HM749883.1| GTGGAGCCTCTGACGCCCAGCGGAGAAGCTCCCAACCAAGCTCTCTTGAG
gi|47522839|ref|NM_214007.1| GTTGAGCCTCTCACACCCAGTGGAGAAGCTCCCAACCAAGCTCTCTTGAG
gi|41327737|ref|NM_005228.3| GTGGAGCCTCTTACACCCAGTGGAGAAGCTCCCAACCAAGCTCTCTTGAG
gi|6478867|gb|M37394.2|RATEGFR GTGGAACCTCTCACACCCAGCGGAGAAGCTCCGAACCAAGCCCACTTGAG
gi|24657088|ref|NM_057410.3| CATTGTCAAGGACGCCGAGTTGCGCAAGGGCGGAGTCCTCGGAATGGGAG
gi|24657104|ref|NM_057411.3| CATTGTCAAGGACGCCGAGTTGCGCAAGGGCGGAGTCCTCGGAATGGGAG
gi|302179500|gb|HM749883.1| GATCCTAAAGGAAACAGAATTCAAGAAGGTCAAGGTGCTGGGCTCGGGAG
gi|47522839|ref|NM_214007.1| GATCCTGAAGGAGACGGAATTCAAAAAGGTCAAGGTGCTGGGCTCCGGCG
gi|41327737|ref|NM_005228.3| GATCTTGAAGGAAACTGAATTCAAAAAGATCAAAGTGCTGGGCTCCGGTG
gi|6478867|gb|M37394.2|RATEGFR GATATTAAAGGAAACAGAATTCAAAAAGATCAAAGTTCTGGGTTCAGGAG
gi|24657088|ref|NM_057410.3| CCTTTGGACGAGTGTACAAGGGCGTTTGGGTGCCGGAGGGTGAGAACGTC
gi|24657104|ref|NM_057411.3| CCTTTGGACGAGTGTACAAGGGCGTTTGGGTGCCGGAGGGTGAGAACGTC
gi|302179500|gb|HM749883.1| CATTTGGCACCGTGTACAAGGGACTCTGGATCCCAGAAGGCGAGAAGGTT
gi|47522839|ref|NM_214007.1| CGTTCGGCACGGTGTACAAGGGCCTCTGGATCCCAGAAGGTGAGAAGGTG
gi|41327737|ref|NM_005228.3| CGTTCGGCACGGTGTATAAGGGACTCTGGATCCCAGAAGGTGAGAAAGTT
gi|6478867|gb|M37394.2|RATEGFR CATTTGGCACAGTGTATAAGGGTCTCTGGATCCCAGAAGGCGAGAAAGTG
gi|24657088|ref|NM_057410.3| AAGATTCCAGTGGCCATTAAGGAGCTGCTCAAGTCCACAGGCGCCGAGTC
gi|24657104|ref|NM_057411.3| AAGATTCCAGTGGCCATTAAGGAGCTGCTCAAGTCCACAGGCGCCGAGTC
gi|302179500|gb|HM749883.1| AAAATTCCTGTAGCTATCAAGGAATTAAGAGAAGCCACATCTCCAAAAGC
gi|47522839|ref|NM_214007.1| AAAATTCCTGTGGCTATCAAGGAATTAAGAGAAGCCACTTCTCCAAAAGC
gi|41327737|ref|NM_005228.3| AAAATTCCCGTCGCTATCAAGGAATTAAGAGAAGCAACATCTCCGAAAGC
gi|6478867|gb|M37394.2|RATEGFR AAAATCCCTGTGGCCATCAAGGAGTTAAGAGAAGCCACATCTCCCAAAGC
gi|24657088|ref|NM_057410.3| AAGCGAAGAGTTCCTCCGCGAAGCCTACATCATGGCCTCTGTGGAGCACG
gi|24657104|ref|NM_057411.3| AAGCGAAGAGTTCCTCCGCGAAGCCTACATCATGGCCTCTGTGGAGCACG
gi|302179500|gb|HM749883.1| CAACAAGGAAATTCTTGATGAGGCCTACGTGATGGCCAGTGTGGACAACC
gi|47522839|ref|NM_214007.1| CAACAAGGAAATTCTTGACGAAGCCTACGTGATGGCCAGTGTGGACAATC
gi|41327737|ref|NM_005228.3| CAACAAGGAAATCCTCGATGAAGCCTACGTGATGGCCAGCGTGGACAACC
gi|6478867|gb|M37394.2|RATEGFR CAACAAGGAAATCCTTGATGAAGCCTACGTGATGGCCAGTGTGGACAACC
gi|24657088|ref|NM_057410.3| TTAATCTGCTGAAGCTCCTGGCCGTCTGCATGTCCTCACAAATGATGCTA
gi|24657104|ref|NM_057411.3| TTAATCTGCTGAAGCTCCTGGCCGTCTGCATGTCCTCACAAATGATGCTA
gi|302179500|gb|HM749883.1| CCCATGTGTGCCGCCTCCTGGGCATCTGCCTGACCTCCACCGTGCAGCTC
gi|47522839|ref|NM_214007.1| CTCATGTGTGCCGCCTCCTGGGCATCTGCCTGACCTCCACGGTGCAGCTC
gi|41327737|ref|NM_005228.3| CCCACGTGTGCCGCCTGCTGGGCATCTGCCTCACCTCCACCGTGCAGCTC
gi|6478867|gb|M37394.2|RATEGFR CTCATGTATGCCGCCTCCTGGGCATCTGTCTGACCTCCACTGTCCAGCTC
gi|24657088|ref|NM_057410.3| ATCACGCAACTGATGCCGCTTGGCTGCCTGTTGGACTATGTGCGAAATAA
gi|24657104|ref|NM_057411.3| ATCACGCAACTGATGCCGCTTGGCTGCCTGTTGGACTATGTGCGAAATAA
gi|302179500|gb|HM749883.1| ATCACACAGCTCATGCCCTTCGGCTGCCTGCTGGACTACGTCCGCGAGCA
gi|47522839|ref|NM_214007.1| ATCACGCAGCTCATGCCCTTCGGCTGCCTCCTGGACTACGTCCGCGAGCA
gi|41327737|ref|NM_005228.3| ATCACGCAGCTCATGCCCTTCGGCTGCCTCCTGGACTATGTCCGGGAACA
gi|6478867|gb|M37394.2|RATEGFR ATTACACAACTCATGCCCTATGGTTGCCTCCTGGACTATGTCCGAGAACA
gi|24657088|ref|NM_057410.3| CCGGGACAAGATCGGCTCTAAGGCTCTGCTCAACTGGAGCACGCAAATCG
gi|24657104|ref|NM_057411.3| CCGGGACAAGATCGGCTCTAAGGCTCTGCTCAACTGGAGCACGCAAATCG
gi|302179500|gb|HM749883.1| CAAGGACAATGTCGGCTCCCAGTACCTGCTCAACTGGTGTGTGCAGATCG
gi|47522839|ref|NM_214007.1| CAAGGACAACATCGGCTCCCAGCACCTGCTCAACTGGTGTGTGCAGATCG
gi|41327737|ref|NM_005228.3| CAAAGACAATATTGGCTCCCAGTACCTGCTCAACTGGTGTGTGCAGATCG
gi|6478867|gb|M37394.2|RATEGFR TAAGGACAACATTGGCTCCCAGTACCTACTCAACTGGTGTGTGCAGATTG
gi|24657088|ref|NM_057410.3| CCAAGGGCATGTCGTATCTGGAGGAGAAGCGACTGGTCCACAGAGACTTG
gi|24657104|ref|NM_057411.3| CCAAGGGCATGTCGTATCTGGAGGAGAAGCGACTGGTCCACAGAGACTTG
gi|302179500|gb|HM749883.1| CAAAGGGCATGAATTACCTGGAAGACCGGCGCTTGGTGCATAGGGACCTG
gi|47522839|ref|NM_214007.1| CAAAGGGCATGAACTATCTGGAAGACCGGCGCTTGGTGCACCGAGACCTG
gi|41327737|ref|NM_005228.3| CAAAGGGCATGAACTACTTGGAGGACCGTCGCTTGGTGCACCGCGACCTG
gi|6478867|gb|M37394.2|RATEGFR CAAAGGGCATGAACTACCTGGAAGACCGGCGTTTGGTACACCGTGACTTG
gi|24657088|ref|NM_057410.3| GCTGCCCGCAATGTCCTGGTGCAGACTCCCTCGCTGGTGAAGATCACCGA
gi|24657104|ref|NM_057411.3| GCTGCCCGCAATGTCCTGGTGCAGACTCCCTCGCTGGTGAAGATCACCGA
gi|302179500|gb|HM749883.1| GCAGCCAGGAACGTGCTGGTGAAGACGCCGCAGCACGTGAAGATCACAGA
gi|47522839|ref|NM_214007.1| GCGGCCAGGAATGTGCTGGTGAAGACACCGCAGCATGTCAAGATCACTGA
gi|41327737|ref|NM_005228.3| GCAGCCAGGAACGTACTGGTGAAAACACCGCAGCATGTCAAGATCACAGA
gi|6478867|gb|M37394.2|RATEGFR GCAGCCAGGAATGTACTGGTAAAGACACCACAGCATGTCAAGATCACAGA
gi|24657088|ref|NM_057410.3| CTTTGGGCTGGCCAAGTTGCTGAGCAGCGATTCCAATGAGTACAAGGCTG
gi|24657104|ref|NM_057411.3| CTTTGGGCTGGCCAAGTTGCTGAGCAGCGATTCCAATGAGTACAAGGCTG
gi|302179500|gb|HM749883.1| CTTCGGGCTGGCCAAGCTGCTGGGTGCCGAGGAGAAGGAGTATCATGCAG
gi|47522839|ref|NM_214007.1| CTTTGGGCTGGCCAAGCTGCTGGGCGCCGAGGAGAAAGAGTACCACGCGG
gi|41327737|ref|NM_005228.3| TTTTGGGCTGGCCAAACTGCTGGGTGCGGAAGAGAAAGAATACCATGCAG
gi|6478867|gb|M37394.2|RATEGFR TTTTGGACTGGCCAAACTGCTTGGTGCTGAGGAGAAAGAATACCATGCAG
gi|24657088|ref|NM_057410.3| CTGGCGGCAAGATGCCCATCAAGTGGTTGGCACTGGAGTGCATTCGCAAT
gi|24657104|ref|NM_057411.3| CTGGCGGCAAGATGCCCATCAAGTGGTTGGCACTGGAGTGCATTCGCAAT
gi|302179500|gb|HM749883.1| AAGGAGGCAAGGTCCCTATCAAATGGATGGCTTTGGAATCAATTTTACAC
gi|47522839|ref|NM_214007.1| AAGGAGGCAAAGTGCCCATCAAGTGGCTGGCTCTAGAGTCAATCCTGCAC
gi|41327737|ref|NM_005228.3| AAGGAGGCAAAGTGCCTATCAAGTGGATGGCATTGGAATCAATTTTACAC
gi|6478867|gb|M37394.2|RATEGFR AGGGGGGCAAAGTGCCTATCAAGTGGATGGCTTTGGAATCAATTTTACAC
gi|24657088|ref|NM_057410.3| CGTGTATTCACCAGCAAGTCCGATGTCTGGGCCTTTGGTGTGACAATTTG
gi|24657104|ref|NM_057411.3| CGTGTATTCACCAGCAAGTCCGATGTCTGGGCCTTTGGTGTGACAATTTG
gi|302179500|gb|HM749883.1| CGAATTTATACCCATCAGAGTGATGTCTGGAGCTATGGAGTCACTGTTTG
gi|47522839|ref|NM_214007.1| CGTGTATACACCCACCAGAGTGACGTCTGGAGCTACGGAGTCACCGTTTG
gi|41327737|ref|NM_005228.3| AGAATCTATACCCACCAGAGTGATGTCTGGAGCTACGGGGTGACCGTTTG
gi|6478867|gb|M37394.2|RATEGFR CGAATTTATACACACCAAAGCGACGTCTGGAGCTATGGAGTCACCGTGTG
gi|24657088|ref|NM_057410.3| GGAACTGCTGACCTTTGGCCAGCGTCCACACGAGAACATCCCCGCTAAGG
gi|24657104|ref|NM_057411.3| GGAACTGCTGACCTTTGGCCAGCGTCCACACGAGAACATCCCCGCTAAGG
gi|302179500|gb|HM749883.1| GGAGTTGATGACCTTTGGATCCAAGCCTTACGATGGAATCCCTGCGAGTG
gi|47522839|ref|NM_214007.1| GGAGCTGATGACCTTTGGGTCCAAGCCTTATGACGGGATCCCCGCGAGTG
gi|41327737|ref|NM_005228.3| GGAGTTGATGACCTTTGGATCCAAGCCATATGACGGAATCCCTGCCAGCG
gi|6478867|gb|M37394.2|RATEGFR GGAACTGATGACCTTTGGGTCCAAGCCTTATGATGGGATCCCTGCAAGTG
gi|24657088|ref|NM_057410.3| ATATTCCCGATCTTATTGAAGTCGGTCTGAAGCTGGAGCAGCCGGAGATT
gi|24657104|ref|NM_057411.3| ATATTCCCGATCTTATTGAAGTCGGTCTGAAGCTGGAGCAGCCGGAGATT
gi|302179500|gb|HM749883.1| AGATCTCGACTGTCCTGGAGAAAGGAGAGCGCCTCCCACAGCCACCCATC
gi|47522839|ref|NM_214007.1| AGATCTCGACCGTCCTGGAGAAGGGAGAGCGCCTCCCGCAGCCCCCCATC
gi|41327737|ref|NM_005228.3| AGATCTCCTCCATCCTGGAGAAAGGAGAACGCCTCCCTCAGCCACCCATA
gi|6478867|gb|M37394.2|RATEGFR AGATCTCATCCATCCTAGAGAAAGGAGAGCGCCTTCCACAGCCACCTATC
gi|24657088|ref|NM_057410.3| TGTTCGCTGGACATTTACTGCACACTTCTCTCGTGCTGGCACTTGGATGC
gi|24657104|ref|NM_057411.3| TGTTCGCTGGACATTTACTGCACACTTCTCTCGTGCTGGCACTTGGATGC
gi|302179500|gb|HM749883.1| TGCACCATCGACGTCTACATGATCATGGTCAAGTGCTGGATGATAGATGC
gi|47522839|ref|NM_214007.1| TGCACCATTGATGTCTACATGATCATGGTCAAGTGCTGGATGATAGATGC
gi|41327737|ref|NM_005228.3| TGTACCATCGATGTCTACATGATCATGGTCAAGTGCTGGATGATAGACGC
gi|6478867|gb|M37394.2|RATEGFR TGCACCATCGACGTCTACATGATCATGGTCAAGTGCTGGATGATAGATGC
gi|24657088|ref|NM_057410.3| CGCCATGCGTCCAACCTTCAAGCAGCTGACTACGGTCTTTGCTGAGTTCG
gi|24657104|ref|NM_057411.3| CGCCATGCGTCCAACCTTCAAGCAGCTGACTACGGTCTTTGCTGAGTTCG
gi|302179500|gb|HM749883.1| AGACAGTCGCCCAAAGTTCCGTGAGTTGATCCTTGAATTCTCCAAGATGG
gi|47522839|ref|NM_214007.1| TGATAGTCGCCCAAAGTTCCGTGAGCTGATCATCGAATTCTCCAAAATGG
gi|41327737|ref|NM_005228.3| AGATAGTCGCCCAAAGTTCCGTGAGTTGATCATCGAATTCTCCAAAATGG
gi|6478867|gb|M37394.2|RATEGFR TGATAGCCGCCCAAAGTTCCGAGAGTTGATTCTCGAATTCTCCAAAATGG
gi|24657088|ref|NM_057410.3| CCAGAGATCCGGGTCGCTATCTGGCCATTCCCGGGGATAAGTTCACCCGG
gi|24657104|ref|NM_057411.3| CCAGAGATCCGGGTCGCTATCTGGCCATTCCCGGGGATAAGTTCACCCGG
gi|302179500|gb|HM749883.1| CCCGAGACCCCCAGCGCTACCTTGTCATCCAGGGGGACGAGAGAATGCAT
gi|47522839|ref|NM_214007.1| CCCGAGACCCCCAGCGCTACCTTGTCATCCAGGGAGACGAGCGAATGCAC
gi|41327737|ref|NM_005228.3| CCCGAGACCCCCAGCGCTACCTTGTCATTCAGGGGGATGAAAGAATGCAT
gi|6478867|gb|M37394.2|RATEGFR CCAGAGACCCACAGCGCTACCTTGTTATCCAGGGGGATGAAAGGATGCAT
gi|24657088|ref|NM_057410.3| CTGCCGGCCTACACGAGTCAGGATGAGAAGGATCTCATCCGAAAATTGGC
gi|24657104|ref|NM_057411.3| CTGCCGGCCTACACGAGTCAGGATGAGAAGGATCTCATCCGAAAATTGGC
gi|302179500|gb|HM749883.1| TTGCCA---------AGCCCTACGGACTCCAACTTCTACCGCGCCCTGAT
gi|47522839|ref|NM_214007.1| TTGCCA---------AGCCCTACGGACTCCAACTTCTACCGCGCCCTGAT
gi|41327737|ref|NM_005228.3| TTGCCA---------AGTCCTACAGACTCCAACTTCTACCGTGCCCTGAT
gi|6478867|gb|M37394.2|RATEGFR TTGCCG---------AGCCCTACAGACTCCAACTTTTACCGAGCCCTGAT
gi|24657088|ref|NM_057410.3| TCCCACCACCGATGGGTCCGAAGCCATTGCGGAACCCGATGACTACCTGC
gi|24657104|ref|NM_057411.3| TCCCACCACCGATGGGTCCGAAGCCATTGCGGAACCCGATGACTACCTGC
gi|302179500|gb|HM749883.1| GGATGAGGAGGAC---ATGGAGGATGTTGTGGATGCCGATGAGTACCTCG
gi|47522839|ref|NM_214007.1| GGACGAGGAGGAC---ATGGAGGATGTGGTGGACGCCGACGAGTACCTCG
gi|41327737|ref|NM_005228.3| GGATGAAGAAGAC---ATGGACGACGTGGTGGATGCCGACGAGTACCTCA
gi|6478867|gb|M37394.2|RATEGFR GGAGGAGGAGGAC---ATGGAAGACGTAGTTGATGCTGATGAATACCTCA
gi|24657088|ref|NM_057410.3| AACCCAAGGCAGCACCTGGTCCTAGTCACAGAACCGACTGCACGGATGAG
gi|24657104|ref|NM_057411.3| AACCCAAGGCAGCACCTGGTCCTAGTCACAGAACCGACTGCACGGATGAG
gi|302179500|gb|HM749883.1| TCCCCCAGCAGGGCTTCTTCCACAGCCCCACCACCTCCCGGACACCCCTC
gi|47522839|ref|NM_214007.1| TCCCCCAGCAGGGCTTCTTCCACAGCCCCGCCACCTCCCGGACGCCGCTG
gi|41327737|ref|NM_005228.3| TCCCACAGCAGGGCTTCTTCAGCAGCCCCTCCACGTCACGGACTCCCCTC
gi|6478867|gb|M37394.2|RATEGFR TCCCACAGCAAGGCTTCTTCAACAGCCCATCCACGTCACGGACTCCACTC
gi|24657088|ref|NM_057410.3| ATACCCAAGCTGAACCGCTACTGCAAGGATCCTAGC------------AA
gi|24657104|ref|NM_057411.3| ATACCCAAGCTGAACCGCTACTGCAAGGATCCTAGC------------AA
gi|302179500|gb|HM749883.1| CTCAGCTCGCTGAGCACCTCCAGCAACACTCCCACTGTGACTTGCGTTGA
gi|47522839|ref|NM_214007.1| CTCAGCTCTCTGAGCGCCACCAGCAGCACCCCCGCTGTGGCTTGCGTTGA
gi|41327737|ref|NM_005228.3| CTGAGCTCTCTGAGTGCAACCAGCAACAATTCCACCGTGGCTTGCATTGA
gi|6478867|gb|M37394.2|RATEGFR TTGAGCTCTCTGAGTGCAAATAGCAACAGTTCCACTGTGGCTTGCATTAA
gi|24657088|ref|NM_057410.3| CAAGAATTCG------------AGTACCGGAGACGATGAGACGGATTCGA
gi|24657104|ref|NM_057411.3| CAAGAATTCG------------AGTACCGGAGACGATGAGACGGATTCGA
gi|302179500|gb|HM749883.1| TAGAAATGGG------AGCTACCCTCTCAAGGAAGACAGCTTCCTGCAGC
gi|47522839|ref|NM_214007.1| CAGAAACGGG---CAGAGTTATCCCCTCAAGGAAGACAGCTTCCTGCAGC
gi|41327737|ref|NM_005228.3| TAGAAATGGGCTGCAAAGCTGTCCCATCAAGGAAGACAGCTTCTTGCAGC
gi|6478867|gb|M37394.2|RATEGFR TAGAAATGGG------AGCTGCCGTGTCAAAGAAGACGCCTTCTTGCAAC
gi|24657088|ref|NM_057410.3| GTGCCCGGGAAGTGGGCGTGGGTAATCTGCGCCTCGAT------------
gi|24657104|ref|NM_057411.3| GTGCCCGGGAAGTGGGCGTGGGTAATCTGCGCCTCGAT------------
gi|302179500|gb|HM749883.1| GCTACAGCTCAGACCCCACTGGTGCCCTCATCGAGGACAGCATGGACGAC
gi|47522839|ref|NM_214007.1| GGTACAGCTCCGACCCCACTGGCGCCCTGACCGAGGACAGCCTAGACGAC
gi|41327737|ref|NM_005228.3| GATACAGCTCAGACCCCACAGGCGCCTTGACTGAGGACAGCATAGACGAC
gi|6478867|gb|M37394.2|RATEGFR GGTATAGCTCCGATCCCACCAGCGTCCTGACAGAGGACAACATAGATGAC
gi|24657088|ref|NM_057410.3| ------CTACCAGTCGATGAGGATGATTACCTGATGCCCACATGCCAACC
gi|24657104|ref|NM_057411.3| ------CTACCAGTCGATGAGGATGATTACCTGATGCCCACATGCCAACC
gi|302179500|gb|HM749883.1| GCTTTCCTCCCAGTACCCGAA------TATGTAAACCAATCTGTTCCCAA
gi|47522839|ref|NM_214007.1| ACTTTTCTCCCAGCACCCGAA------TATGTAAACCAGTCTGTTCCCAA
gi|41327737|ref|NM_005228.3| ACCTTCCTCCCAGTGCCTGAA------TACATAAACCAGTCCGTTCCCAA
gi|6478867|gb|M37394.2|RATEGFR ACATTCCTTCCCGTGCCTGAA------TATATAAACCAATCTGTTCCCAA
gi|24657088|ref|NM_057410.3| GGGGCCCAACAACAACAACAACATAAATAATCCC---------AATCAAA
gi|24657104|ref|NM_057411.3| GGGGCCCAACAACAACAACAACATAAATAATCCC---------AATCAAA
gi|302179500|gb|HM749883.1| AAGACCC------GCAGGCTCTGTCCAGAACCCTGTCTATCACAATCAGC
gi|47522839|ref|NM_214007.1| GAGGCCC------GCGGGCTCCGTCCAGAACCCTGTCTACCACAATCAGC
gi|41327737|ref|NM_005228.3| AAGGCCC------GCTGGCTCTGTGCAGAATCCTGTCTATCACAATCAGC
gi|6478867|gb|M37394.2|RATEGFR GAGGCCG------GCTGGCTCTGTGCAGAACCCAGTCTATCACAATCAGC
gi|24657088|ref|NM_057410.3| ACAATATGGCAGCTGTGGGCGTGGCTGCCGGCTACATGGATCTCATCGGA
gi|24657104|ref|NM_057411.3| ACAATATGGCAGCTGTGGGCGTGGCTGCCGGCTACATGGATCTCATCGGA
gi|302179500|gb|HM749883.1| CTCTATATCCAGCTCCTGGCAGAGACCCTCAGTACCAAAAT------TCA
gi|47522839|ref|NM_214007.1| CTCTCAGTGCAGCTCCTGGCCGGGACCCCCACTACCAGAAC------TCC
gi|41327737|ref|NM_005228.3| CTCTGAACCCCGCGCCCAGCAGAGACCCACACTACCAGGAC------CCC
gi|6478867|gb|M37394.2|RATEGFR CCCTGCATCCAGCTCCTGGAAGAGACCTGCATTATCAAAAT------CCC
gi|24657088|ref|NM_057410.3| GTGCCCGTTAGTGTGGACAATCCGGAGTATCTGCTAAACGCGCAGACACT
gi|24657104|ref|NM_057411.3| GTGCCCGTTAGTGTGGACAATCCGGAGTATCTGCTAAACGCGCAGACACT
gi|302179500|gb|HM749883.1| CTCAGCAACGCCGTGGACAACCCTGAGTATCTCAACACCACCCATCCTGC
gi|47522839|ref|NM_214007.1| CACAGCAATGCCGTGGGCAACCCTGAGTATCTCAACACCCCCCGCCCCGC
gi|41327737|ref|NM_005228.3| CACAGCACTGCAGTGGGCAACCCCGAGTATCTCAACACTGTCCAGCCCAC
gi|6478867|gb|M37394.2|RATEGFR CATAGCAATGCGGTGAGCAACCCTGAGTATCTCAACACTGCCCAGCCGAC
gi|24657088|ref|NM_057410.3| GGGTGTTGGG---------GAGTCGCCGATACCCACCCAGACCATCGGGA
gi|24657104|ref|NM_057411.3| GGGTGTTGGG---------GAGTCGCCGATACCCACCCAGACCATCGGGA
gi|302179500|gb|HM749883.1| CTGTATCAATGGTGTGCTCGACGGCCCTGCCCTCTGGGCTCAGAAGGGCA
gi|47522839|ref|NM_214007.1| CTGCATCAACGGAGGACTGGACGGCCCTGCCTTCTGGGCACAGACAGGCA
gi|41327737|ref|NM_005228.3| CTGTGTCAACAGCACATTCGACAGCCCTGCCCACTGGGCCCAGAAAGGCA
gi|6478867|gb|M37394.2|RATEGFR CTGCCTCAGTAGTGGGTTTGACAGCTCTGCCCTCTGGATCCAGAAAGGCA
gi|24657088|ref|NM_057410.3| TACCGGTGATGGGAGTCCCGGGCACCATGGAGGTCAAGGTGCCAATGCCA
gi|24657104|ref|NM_057411.3| TACCGGTGATGGGAGTCCCGGGCACCATGGAGGTCAAGGTGCCAATGCCA
gi|302179500|gb|HM749883.1| GTCACCAATTTAGCCTAGACAACCCTGACTACCAGCAGGCCTTCTTTCCC
gi|47522839|ref|NM_214007.1| GCCACCAGATTAATCTGGACAACCCAGACTACCAGCAGGCCTTCTTCCCC
gi|41327737|ref|NM_005228.3| GCCACCAAATTAGCCTGGACAACCCTGACTACCAGCAGGACTTCTTTCCC
gi|6478867|gb|M37394.2|RATEGFR GCCACCAAATGAGCCTGGACAACCCTGACTACCAGCAGGACTTCTTTCCC
gi|24657088|ref|NM_057410.3| GGCAGTGAGCCAACGAGCTCCGATCACGAGTACTACAATGATACCCAACG
gi|24657104|ref|NM_057411.3| GGCAGTGAGCCAACGAGCTCCGATCACGAGTACTACAATGATACCCAACG
gi|302179500|gb|HM749883.1| AAGGAAGCCAAGTCGAATGGCATCTTTAAGGGGCCTGCAGCTGAAAATGC
gi|47522839|ref|NM_214007.1| AAGGAAGCCAAGTCAAACGGCATCTGTAAGGGTCCCGCCGCCGAAAACGC
gi|41327737|ref|NM_005228.3| AAGGAAGCCAAGCCAAATGGCATCTTTAAGGGCTCCACAGCTGAAAATGC
gi|6478867|gb|M37394.2|RATEGFR AAAGAAGCCAAGCCGAATGGCATCTTTAAGGGCCCCACAGCTGAAAATGC
gi|24657088|ref|NM_057410.3| GGAGTTGCAGCCACTGCATCGAAACCGCAACACGGAGACGAGGGTG
gi|24657104|ref|NM_057411.3| GGAGTTGCAGCCACTGCATCGAAACCGCAACACGGAGACGAGGGTG
gi|302179500|gb|HM749883.1| AGAATACCTGCGGGCAGCACCAGCAGGCAGTGACTTTACTGGGGCC
gi|47522839|ref|NM_214007.1| AGAGTACCTAAGGGCGGCACCAGCCAGCAGTGACCTTACTGGGGCA
gi|41327737|ref|NM_005228.3| AGAATACCTAAGGGTCGCGCCACAAAGCAGTGAATTTATTGGAGCA
gi|6478867|gb|M37394.2|RATEGFR AGAGTACCTGCGGGTGGCACCGCCAAGCAGTGAGTTTAGTGGAGCA
""",
)
pairwise_alignment = alignment[:2]
dN, dS = calculate_dn_ds(pairwise_alignment, method="NG86")
self.assertAlmostEqual(dN, 0.0209, places=4)
self.assertAlmostEqual(dS, 0.0178, places=4)
dN, dS = calculate_dn_ds(pairwise_alignment, method="LWL85")
self.assertAlmostEqual(dN, 0.0203, places=4)
self.assertAlmostEqual(dS, 0.0164, places=4)
try:
import scipy
except ImportError:
# Silently skip the rest of the test
return
# This should be present:
from scipy.linalg import expm
dN, dS = calculate_dn_ds(pairwise_alignment, method="YN00")
self.assertAlmostEqual(dN, 0.0198, places=4)
self.assertAlmostEqual(dS, 0.0222, places=4)
try:
# New in scipy v0.11
from scipy.optimize import minimize
dN, dS = calculate_dn_ds(pairwise_alignment, method="ML")
self.assertAlmostEqual(dN, 0.0194, places=4)
self.assertAlmostEqual(dS, 0.0217, places=4)
except ImportError:
pass
# NG86 method with default codon table
dn_correct = [
0,
0.02090783050583131,
0,
0.6115239249238438,
0.6102203266798018,
0,
0.6140350835631757,
0.6040168621204747,
0.041180350405913294,
0,
0.6141532531400524,
0.6018263135601294,
0.06701051445629494,
0.061470360954086874,
0,
0.6187088340904762,
0.6068687248870475,
0.07386903034833081,
0.07357890927918581,
0.05179847072570129,
0,
]
ds_correct = [
0,
0.01783718763890243,
0,
2.9382055377913687,
3.0375115405379267,
0,
2.008913071877126,
2.0182088023715616,
0.5638033197005285,
0,
2.771425931736778,
2.7353083173058295,
0.6374483799734671,
0.723542095485497,
0,
-1,
-1,
0.953865978141643,
1.182154857347706,
0.843182957978177,
0,
]
dn, ds = calculate_dn_ds_matrix(alignment)
dn_list = []
for i in dn.matrix:
dn_list.extend(i)
for dn_cal, dn_corr in zip(dn_list, dn_correct):
self.assertAlmostEqual(dn_cal, dn_corr, places=4)
ds_list = []
for i in ds.matrix:
ds_list.extend(i)
for ds_cal, ds_corr in zip(ds_list, ds_correct):
self.assertAlmostEqual(ds_cal, ds_corr, places=4)
# YN00 method with user specified codon table
dn_correct = [
0,
0.019701773284646867,
0,
0.6109649819852769,
0.6099903856901369,
0,
0.6114499930666559,
0.6028068208599121,
0.045158286242251426,
0,
0.6151835071687592,
0.6053227393422296,
0.07034397741651377,
0.06956967795096626,
0,
0.6103850655769698,
0.5988716898831496,
0.07905930042150053,
0.08203052937107111,
0.05659346894088538,
0,
]
ds_correct = [
0,
0.01881718550096053,
0,
1.814457265482046,
1.8417575124882066,
0,
1.5627041719628896,
1.563930819079887,
0.4748890153032888,
0,
1.6754828466084355,
1.6531212012501901,
0.5130923627791538,
0.5599667707191436,
0,
2.0796114236540943,
2.1452591651827304,
0.7243066372971764,
0.8536617406770075,
0.6509203399899367,
0,
]
dn, ds = calculate_dn_ds_matrix(
alignment, method="LWL85", codon_table=CodonTable.unambiguous_dna_by_id[3]
)
dn_list = []
for i in dn.matrix:
dn_list.extend(i)
for dn_cal, dn_corr in zip(dn_list, dn_correct):
self.assertAlmostEqual(dn_cal, dn_corr, places=4)
ds_list = []
for i in ds.matrix:
ds_list.extend(i)
for ds_cal, ds_corr in zip(ds_list, ds_correct):
self.assertAlmostEqual(ds_cal, ds_corr, places=4)
class Test_MK(unittest.TestCase):
def test_mk(self):
aligner = CodonAligner()
nucleotide_records = SeqIO.index("codonalign/drosophila.fasta", "fasta")
protein_alignment = Align.read("codonalign/adh.aln", "clustal")
self.assertEqual(len(protein_alignment.sequences), 27)
codon_alignments = []
protein_record = protein_alignment.sequences[0]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9217|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9217|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9217|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9217|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9217|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9217|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9217|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9217|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9217|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9217|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9217|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9217|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACTGCCATC
gi|9217|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9217|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9217|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9217|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9217|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9217|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9217|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9217|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9217|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9217|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9217|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9217|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9217|e 240 G T L E A I Q W S K H W D S G I 256
gi|9217|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[1]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9219|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9219|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9219|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9219|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9219|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9219|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9219|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9219|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9219|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9219|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9219|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9219|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACTGCCATC
gi|9219|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9219|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9219|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9219|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9219|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9219|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9219|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9219|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9219|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9219|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9219|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9219|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9219|e 240 G T L E A I Q W S K H W D S G I 256
gi|9219|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[2]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9221|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9221|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9221|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9221|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGCGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9221|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9221|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9221|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9221|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9221|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9221|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9221|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9221|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACAACGACGGCCATC
gi|9221|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9221|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATAATCTGCAACATTGGATCC
gi|9221|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9221|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9221|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9221|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9221|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9221|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9221|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9221|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9221|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9221|e 660 CAGAACTTTGTCAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9221|e 240 G T L E A I Q W S K H W D S G I 256
gi|9221|e 720 GGTACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[3]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9223|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9223|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9223|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9223|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9223|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9223|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9223|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9223|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9223|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9223|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9223|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9223|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACTGCCATC
gi|9223|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9223|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9223|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9223|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9223|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9223|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9223|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9223|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9223|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9223|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9223|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9223|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9223|e 240 G T L E A I Q W S K H W D S G I 256
gi|9223|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[4]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9225|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9225|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9225|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9225|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9225|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9225|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTAACC
gi|9225|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9225|e 180 TTCTACCCCTATGATGTGACAGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9225|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9225|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCTTGGACGATCAC
gi|9225|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9225|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACGGCCATC
gi|9225|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9225|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9225|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9225|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9225|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9225|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9225|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9225|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9225|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9225|e 600 GAGCCCCAGGTGGCTGAGAAGCTCCTGGCTCACCCAACCCAGCCCTCGTTGGCCTGCGCC
gi|9225|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9225|e 660 CAGAACTTTGTCAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9225|e 240 G T L E A I Q W S K H W D S G I 256
gi|9225|e 720 GGTACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[5]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9227|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9227|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9227|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9227|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGAGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9227|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9227|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9227|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9227|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9227|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9227|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9227|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9227|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACGGCCATC
gi|9227|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9227|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9227|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9227|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9227|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9227|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|9227|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9227|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9227|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9227|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9227|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9227|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9227|e 240 G T L E A I Q W S K H W D S G I 256
gi|9227|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[6]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9229|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9229|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9229|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9229|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9229|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9229|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9229|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9229|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9229|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9229|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9229|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9229|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACTGCCATC
gi|9229|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9229|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9229|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9229|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9229|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9229|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9229|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9229|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9229|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9229|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9229|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9229|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9229|e 240 G T L E A I Q W S K H W D S G I 256
gi|9229|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[7]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9231|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9231|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9231|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9231|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGCGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9231|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9231|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9231|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9231|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9231|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9231|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9231|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9231|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACTGCCATC
gi|9231|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9231|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9231|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9231|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9231|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9231|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9231|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9231|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9231|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9231|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9231|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9231|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCTATCTGGAAACTGGACTTG
gi|9231|e 240 G T L E A I Q W S K H W D S G I 256
gi|9231|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[8]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9233|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9233|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9233|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9233|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9233|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9233|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9233|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9233|e 180 TTCTACCCATACGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9233|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9233|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9233|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9233|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACGGCCATC
gi|9233|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9233|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9233|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9233|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9233|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9233|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9233|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9233|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9233|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9233|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9233|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9233|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9233|e 240 G T L E A I Q W S K H W D S G I 256
gi|9233|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[9]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9235|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9235|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9235|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9235|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9235|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9235|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9235|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9235|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9235|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9235|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9235|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9235|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACTGCCATC
gi|9235|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9235|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9235|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9235|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9235|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9235|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9235|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9235|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9235|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9235|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9235|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9235|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9235|e 240 G T L E A I Q W S K H W D S G I 256
gi|9235|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCATTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[10]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9237|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9237|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9237|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9237|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9237|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9237|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9237|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9237|e 180 TTCTACCCCTACGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9237|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9237|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9237|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9237|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGACTGGTGAACACCACGACGGCCATC
gi|9237|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9237|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9237|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9237|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9237|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9237|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9237|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9237|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9237|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9237|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9237|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9237|e 660 CAGAACTTTGTGAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9237|e 240 G T L E A I Q W S K H W D S G I 256
gi|9237|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[11]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9239|e 0 M A F T L T N K N V V F V A G L G G I G
gi|9239|e 0 ATGGCGTTTACCTTGACCAACAAGAACGTGGTTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|9239|e 20 L D T S K E L V K R D L K N L V I L D R
gi|9239|e 60 CTGGACACCAGCAAGGAGCTGGTCAAGCGGGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9239|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9239|e 120 ATTGAGAACCCGGCTGCCATCGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9239|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9239|e 180 TTCTACCCCTACGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9239|e 80 F A Q L K T I D V L I N G A G I L D D H
gi|9239|e 240 TTCGCCCAGCTGAAGACCATCGATGTCCTGATCAACGGAGCTGGCATCCTGGACGATCAC
gi|9239|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9239|e 300 CAGATCGAGCGCACCATCGCCGTCAACTACACCGGCCTGGTGAACACCACGACGGCCATC
gi|9239|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9239|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGACCCGGTGGTATCATCTGCAACATTGGATCC
gi|9239|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9239|e 420 GTGACTGGATTCAACGCCATCTACCAGGTGCCCGTTTACTCCGGCACCAAGGCTGCCGTG
gi|9239|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9239|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATCACCGGCGTGACCGCTTACACC
gi|9239|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9239|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9239|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9239|e 600 GAGCCCCAGGTGGCCGAGAAGCTCCTGGCTCACCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9239|e 220 Q N F V K A I E L N Q N G A I W K L D L
gi|9239|e 660 CAGAACTTTGTCAAGGCCATCGAGCTGAACCAGAACGGTGCCATCTGGAAACTGGACTTG
gi|9239|e 240 G T L E A I Q W S K H W D S G I 256
gi|9239|e 720 GGCACCCTGGAGGCCATCCAGTGGTCCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[12]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9097|e 0 M A F T L T N K N V I F V A G L G G I G
gi|9097|e 0 ATGGCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|9097|e 20 L D T S K E L L K R D L K N L V I L D R
gi|9097|e 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9097|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9097|e 120 ATTGAGAACCCTGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9097|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9097|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9097|e 80 F A K L K T V D V L I N G A G I L D D H
gi|9097|e 240 TTCGCCAAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|9097|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9097|e 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|9097|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9097|e 360 TTGGACTTCTGGGACAAGCGCAAGGGTGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|9097|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9097|e 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCTGCCGTG
gi|9097|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9097|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|9097|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9097|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9097|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9097|e 600 GAGCCCCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9097|e 220 E N F V K A I E L N Q N G A I W K L D L
gi|9097|e 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|9097|e 240 G T L E A I Q W T K H W D S G I 256
gi|9097|e 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[13]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9099|e 0 M A F T L T N K N V I F V A G L G G I G
gi|9099|e 0 ATGGCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|9099|e 20 L D T S K E L L K R D L K N L V I L D R
gi|9099|e 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9099|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9099|e 120 ATTGAGAACCCTGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9099|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9099|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9099|e 80 F A K L K T V D V L I N G A G I L D D H
gi|9099|e 240 TTCGCCAAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|9099|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9099|e 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|9099|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9099|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|9099|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9099|e 420 GTCACTGGTTTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCTGCCGTG
gi|9099|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9099|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|9099|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9099|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9099|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9099|e 600 GAGCCCCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACTCAGCCCTCATTGGCCTGCGCC
gi|9099|e 220 E N F V K A I E L N Q N G A I W K L D L
gi|9099|e 660 GAGAACTTCGTCAAGGCCATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|9099|e 240 G T L E A I Q W T K H W D S G I 256
gi|9099|e 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[14]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9101|e 0 M A F T L T N K N V I F V A G L G G I G
gi|9101|e 0 ATGGCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|9101|e 20 L D T S K E L L K R D L K N L V I L D R
gi|9101|e 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9101|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9101|e 120 ATTGAGAACCCTGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9101|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9101|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9101|e 80 F A K L K T V D V L I N G A G I L D D H
gi|9101|e 240 TTCGCCAAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|9101|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9101|e 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|9101|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9101|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|9101|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9101|e 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCTGGCACCAAGGCCGCCGTG
gi|9101|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9101|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|9101|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9101|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9101|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9101|e 600 GAGCCCCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9101|e 220 E N F V K A I E L N Q N G A I W K L D L
gi|9101|e 660 GAGAACTTCGTCAAGGCCATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|9101|e 240 G T L E A I Q W T K H W D S G I 256
gi|9101|e 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[15]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|9103|e 0 M A F T L T N K N V I F V A G L G G I G
gi|9103|e 0 ATGGCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATCGGT
gi|9103|e 20 L D T S K E L L K R D L K N L V I L D R
gi|9103|e 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGACCTGAAGAACCTGGTGATCCTCGACCGC
gi|9103|e 40 I E N P A A I A E L K A I N P K V T V T
gi|9103|e 120 ATTGAGAACCCTGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|9103|e 60 F Y P Y D V T V P I A E T T K L L K T I
gi|9103|e 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|9103|e 80 F A K L K T V D V L I N G A G I L D D H
gi|9103|e 240 TTCGCCAAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|9103|e 100 Q I E R T I A V N Y T G L V N T T T A I
gi|9103|e 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|9103|e 120 L D F W D K R K G G P G G I I C N I G S
gi|9103|e 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|9103|e 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|9103|e 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|9103|e 160 V N F T S S L A K L A P I T G V T A Y T
gi|9103|e 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|9103|e 180 V N P G I T R T T L V H K F N S W L D V
gi|9103|e 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGCTGGATGTT
gi|9103|e 200 E P Q V A E K L L A H P T Q P S L A C A
gi|9103|e 600 GAGCCCCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|9103|e 220 E N F V K A I E L N Q N G A I W K L D L
gi|9103|e 660 GAGAACTTCGTCAAGGCCATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|9103|e 240 G T L E A I Q W T K H W D S G I 256
gi|9103|e 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[16]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156879 0 M S F T L T N K N V I F V A G L G G I G
gi|156879 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156879 20 L D T S K E L L K R D L K N L V I L D R
gi|156879 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156879 40 I E N P A A I A E L K A I N P K V T V T
gi|156879 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156879 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156879 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156879 80 F A Q L K T V D V L I N G A G I L D D H
gi|156879 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156879 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156879 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156879 120 L D F W D K R K G G P G G I I C N I G S
gi|156879 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCAGGTGGTATCATCTGCAACATTGGATCC
gi|156879 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156879 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156879 160 V N F T S S L A K L A P I T G V T A Y T
gi|156879 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACGGCTTACACT
gi|156879 180 V N P G I T R T T L V H T F N S W L D V
gi|156879 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACACGTTCAACTCCTGGTTGGATGTT
gi|156879 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156879 600 GAGCCTCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|156879 220 E N F V K A I E L N Q N G A I W K L D L
gi|156879 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156879 240 G T L E A I Q W T K H W D S G I 256
gi|156879 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[17]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156877 0 M S F T L T N K N V I F V A G L G G I G
gi|156877 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156877 20 L D T S K E L L K R D L K N L V I L D R
gi|156877 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156877 40 I E N P A A I A E L K A I N P K V T V T
gi|156877 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156877 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156877 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156877 80 F A Q L K T V D V L I N G A G I L D D H
gi|156877 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156877 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156877 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156877 120 L D F W D K R K G G P G G I I C N I G S
gi|156877 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156877 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156877 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156877 160 V N F T S S L A K L A P I T G V T A Y T
gi|156877 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACGGCTTACACT
gi|156877 180 V N P G I T R T T L V H T F N S W L D V
gi|156877 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACACGTTCAACTCCTGGTTGGATGTT
gi|156877 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156877 600 GAGCCTCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|156877 220 E N F V K A I E L N Q N G A I W K L D L
gi|156877 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156877 240 G T L E A I Q W T K H W D S G I 256
gi|156877 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[18]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156875 0 M S F T L T N K N V I F V A G L G G I G
gi|156875 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156875 20 L D T S K E L L K R D L K N L V I L D R
gi|156875 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156875 40 I E N P A A I A E L K A I N P K V T V T
gi|156875 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156875 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156875 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156875 80 F A Q L K T V D V L I N G A G I L D D H
gi|156875 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156875 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156875 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156875 120 L D F W D K R K G G P G G I I C N I G S
gi|156875 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156875 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156875 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156875 160 V N F T S S L A K L A P I T G V T A Y T
gi|156875 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACGGCTTACACT
gi|156875 180 V N P G I T R T T L V H T F N S W L D V
gi|156875 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACACGTTCAACTCCTGGTTGGATGTT
gi|156875 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156875 600 GAGCCTCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|156875 220 E N F V K A I E L N Q N G A I W K L D L
gi|156875 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156875 240 G T L E A I Q W T K H W D S G I 256
gi|156875 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[19]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156873 0 M S F T L T N K N V I F V A G L G G I G
gi|156873 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156873 20 L D T S K E L L K R D L K N L V I L D R
gi|156873 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156873 40 I E N P A A I A E L K A I N P K V T V T
gi|156873 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156873 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156873 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156873 80 F A Q L K T V D V L I N G A G I L D D H
gi|156873 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156873 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156873 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156873 120 L D F W D K R K G G P G G I I C N I G S
gi|156873 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156873 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156873 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156873 160 V N F T S S L A K L A P I T G V T A Y T
gi|156873 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACGGCTTACACT
gi|156873 180 V N P G I T R T T L V H T F N S W L D V
gi|156873 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACACGTTCAACTCCTGGTTGGATGTT
gi|156873 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156873 600 GAGCCTCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|156873 220 E N F V K A I E L N Q N G A I W K L D L
gi|156873 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156873 240 G T L E A I Q W T K H W D S G I 256
gi|156873 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[20]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156871 0 M S F T L T N K N V I F V A G L G G I G
gi|156871 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156871 20 L D T S K E L L K R D L K N L V I L D R
gi|156871 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156871 40 I E N P A A I A E L K A I N P K V T V T
gi|156871 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156871 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156871 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156871 80 F A Q L K T V D V L I N G A G I L D D H
gi|156871 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156871 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156871 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156871 120 L D F W D K R K G G P G G I I C N I G S
gi|156871 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156871 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156871 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156871 160 V N F T S S L A K L A P I T G V T A Y T
gi|156871 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACGGCTTACACT
gi|156871 180 V N P G I T R T T L V H T F N S W L D V
gi|156871 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACACGTTCAACTCCTGGTTGGATGTT
gi|156871 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156871 600 GAGCCTCAGGTTGCCGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|156871 220 E N F V K A I E L N Q N G A I W K L D L
gi|156871 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156871 240 G T L E A I Q W T K H W D S G I 256
gi|156871 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[21]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156863 0 M S F T L T N K N V I F V A G L G G I G
gi|156863 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|156863 20 L D T S K E L L K R D L K N L V I L D R
gi|156863 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156863 40 I E N P A A I A E L K A I N P K V T V T
gi|156863 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156863 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156863 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156863 80 F A Q L K T V D V L I N G A G I L D D H
gi|156863 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156863 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156863 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156863 120 L D F W D K R K G G P G G I I C N I G S
gi|156863 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156863 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156863 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156863 160 V N F T S S L A K L A P I T G V T A Y T
gi|156863 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|156863 180 V N P G I T R T T L V H K F N S W L D V
gi|156863 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGTTGGATGTT
gi|156863 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156863 600 GAGCCCCAGGTTGCTGAGAAGCTCCTGGCTCATCCCACCCAGCCATCGTTGGCCTGCGCC
gi|156863 220 E N F V K A I E L N Q N G A I W K L D L
gi|156863 660 GAGAACTTCGTCAAGGCTATCGAACTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156863 240 G T L E A I Q W T K H W D S G I 256
gi|156863 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[22]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156869 0 M S F T L T N K N V I F V A G L G G I G
gi|156869 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156869 20 L D T S K E L L K R D L K N L V I L D R
gi|156869 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156869 40 I E N P A A I A E L K A I N P K V T V T
gi|156869 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156869 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156869 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156869 80 F A Q L K T V D V L I N G A G I L D D H
gi|156869 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156869 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156869 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156869 120 L D F W D K R K G G P G G I I C N I G S
gi|156869 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156869 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156869 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156869 160 V N F T S S L A K L A P I T G V T A Y T
gi|156869 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACT
gi|156869 180 V N P G I T R T T L V H K F N S W L D V
gi|156869 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGTTGGATGTT
gi|156869 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156869 600 GAGCCTCAGGTTGCTGAGAAGCTCCTGGCTCATCCCACCCAGCCCTCGTTGGCCTGCGCC
gi|156869 220 E N F V K A I E L N Q N G A I W K L D L
gi|156869 660 GAGAACTTCGTCAAGGCTATCGAACTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156869 240 G T L E A I Q W T K H W D S G I 256
gi|156869 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[23]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156867 0 M S F T L T N K N V I F V A G L G G I G
gi|156867 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTGGCCGGTCTGGGAGGCATTGGT
gi|156867 20 L D T S K E L L K R D L K N L V I L D R
gi|156867 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156867 40 I E N P A A I A E L K A I N P K V T V T
gi|156867 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156867 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156867 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156867 80 F A Q L K T V D V L I N G A G I L D D H
gi|156867 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156867 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156867 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156867 120 L D F W D K R K G G P G G I I C N I G S
gi|156867 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156867 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156867 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156867 160 V N F T S S L A K L A P I T G V T A Y T
gi|156867 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|156867 180 V N P G I T R T T L V H K F N S W L D V
gi|156867 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGTTGGATGTT
gi|156867 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156867 600 GAGCCCCAGGTTGCTGAGAAGCTCCTGGCTCATCCCACCCAGCCATCGTTGGCCTGCGCC
gi|156867 220 E N F V K A I E L N Q N G A I W K L D L
gi|156867 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156867 240 G T L E A I Q W T K H W D S G I 256
gi|156867 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[24]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156865 0 M S F T L T N K N V I F V A G L G G I G
gi|156865 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|156865 20 L D T S K E L L K R D L K N L V I L D R
gi|156865 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156865 40 I E N P A A I A E L K A I N P K V T V T
gi|156865 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156865 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156865 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGCTGCTGAAGACCATC
gi|156865 80 F A Q L K T V D V L I N G A G I L D D H
gi|156865 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156865 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156865 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156865 120 L D F W D K R K G G P G G I I C N I G S
gi|156865 360 CTGGACTTCTGGGACAAGCGCAAGGGCGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156865 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156865 420 GTCACTGGATTCAATGCCATCTACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156865 160 V N F T S S L A K L A P I T G V T A Y T
gi|156865 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCCCCCATTACCGGCGTGACCGCTTACACC
gi|156865 180 V N P G I T R T T L V H K F N S W L D V
gi|156865 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGTTGGATGTT
gi|156865 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156865 600 GAGCCCCAGGTTGCTGAGAAGCTCCTGGCTCATCCCACCCAGCCATCGTTGGCCTGCGCC
gi|156865 220 E N F V K A I E L N Q N G A I W K L D L
gi|156865 660 GAGAACTTCGTCAAGGCTATCGAACTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156865 240 G T L E A I Q W T K H W D S G I 256
gi|156865 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[25]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156861 0 M S F T L T N K N V I F V A G L G G I G
gi|156861 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|156861 20 L D T S K E L L K R D L K N L V I L D R
gi|156861 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156861 40 I E N P A A I A E L K A I N P K V T V T
gi|156861 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156861 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156861 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGTTGCTGAAGACCATC
gi|156861 80 F A Q L K T V D V L I N G A G I L D D H
gi|156861 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156861 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156861 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCTATT
gi|156861 120 L D F W D K R K G G P G G I I C N I G S
gi|156861 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156861 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156861 420 GTCACTGGATTCAATGCCATATACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156861 160 V N F T S S L A K L A P I T G V T A Y T
gi|156861 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCACCCATCACCGGCGTGACCGCTTACACC
gi|156861 180 V N P G I T R T T L V H K F N S W L D V
gi|156861 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGTTGGATGTT
gi|156861 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156861 600 GAGCCCCAGGTTGCTGAGAAGCTCCTGGCTCATCCCACCCAGCCATCGTTGGCCTGCGCC
gi|156861 220 E N F V K A I E L N Q N G A I W K L D L
gi|156861 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156861 240 G T L E A I Q W T K H W D S G I 256
gi|156861 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
protein_record = protein_alignment.sequences[26]
nucleotide_record = nucleotide_records[protein_record.id]
self.assertEqual(nucleotide_record.id, protein_record.id)
alignments = aligner.align(protein_record, nucleotide_record)
self.assertEqual(len(alignments), 1)
alignment = next(alignments)
codon_alignments.append(alignment)
self.assertTrue(
np.array_equal(alignment.coordinates, np.array([[0, 256], [0, 768]]))
)
self.assertEqual(
str(alignment),
"""\
gi|156859 0 M S F T L T N K N V I F V A G L G G I G
gi|156859 0 ATGTCGTTTACTTTGACCAACAAGAACGTGATTTTCGTTGCCGGTCTGGGAGGCATTGGT
gi|156859 20 L D T S K E L L K R D L K N L V I L D R
gi|156859 60 CTGGACACCAGCAAGGAGCTGCTCAAGCGCGATCTGAAGAACCTGGTGATCCTCGACCGC
gi|156859 40 I E N P A A I A E L K A I N P K V T V T
gi|156859 120 ATTGAGAACCCGGCTGCCATTGCCGAGCTGAAGGCAATCAATCCAAAGGTGACCGTCACC
gi|156859 60 F Y P Y D V T V P I A E T T K L L K T I
gi|156859 180 TTCTACCCCTATGATGTGACCGTGCCCATTGCCGAGACCACCAAGTTGCTGAAGACCATC
gi|156859 80 F A Q L K T V D V L I N G A G I L D D H
gi|156859 240 TTCGCCCAGCTGAAGACCGTCGATGTCCTGATCAACGGAGCTGGTATCCTGGACGATCAC
gi|156859 100 Q I E R T I A V N Y T G L V N T T T A I
gi|156859 300 CAGATCGAGCGCACCATTGCCGTCAACTACACTGGCCTGGTCAACACCACGACGGCCATT
gi|156859 120 L D F W D K R K G G P G G I I C N I G S
gi|156859 360 CTGGACTTCTGGGACAAGCGCAAGGGTGGTCCCGGTGGTATCATCTGCAACATTGGATCC
gi|156859 140 V T G F N A I Y Q V P V Y S G T K A A V
gi|156859 420 GTCACTGGATTCAATGCCATATACCAGGTGCCCGTCTACTCCGGCACCAAGGCCGCCGTG
gi|156859 160 V N F T S S L A K L A P I T G V T A Y T
gi|156859 480 GTCAACTTCACCAGCTCCCTGGCGAAACTGGCACCCATCACCGGCGTGACCGCTTACACC
gi|156859 180 V N P G I T R T T L V H K F N S W L D V
gi|156859 540 GTGAACCCCGGCATCACCCGCACCACCCTGGTGCACAAGTTCAACTCCTGGTTGGATGTT
gi|156859 200 E P Q V A E K L L A H P T Q P S L A C A
gi|156859 600 GAGCCCCAGGTTGCTGAGAAGCTCCTGGCTCATCCCACCCAGCCATCGTTGGCCTGCGCC
gi|156859 220 E N F V K A I E L N Q N G A I W K L D L
gi|156859 660 GAGAACTTCGTCAAGGCTATCGAGCTGAACCAGAACGGAGCCATCTGGAAACTGGACTTG
gi|156859 240 G T L E A I Q W T K H W D S G I 256
gi|156859 720 GGCACCCTGGAGGCCATCCAGTGGACCAAGCACTGGGACTCCGGCATC 768
""",
)
nucleotide_records.close() # Close indexed FASTA file
alignment = protein_alignment.mapall(codon_alignments)
unique_species = [
"Drosophila simulans",
"Drosophila yakuba",
"D.melanogaster",
]
species = []
for record in alignment.sequences:
description = record.description
for s in unique_species:
if s in description:
break
else:
raise Exception(f"Failed to find species for {description}")
species.append(s)
pvalue = mktest(alignment, species)
self.assertAlmostEqual(pvalue, 0.0020645725725430097)
if __name__ == "__main__":
runner = unittest.TextTestRunner(verbosity=2)
unittest.main(testRunner=runner)
|