File: assign_cogs.pl

package info (click to toggle)
cct 1%3A1.0.3-1
  • links: PTS, VCS
  • area: main
  • in suites: bookworm, forky, sid, trixie
  • size: 194,340 kB
  • sloc: perl: 8,484; sh: 1,693; makefile: 23
file content (603 lines) | stat: -rwxr-xr-x 17,690 bytes parent folder | download | duplicates (2)
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
#FILE: assign_cogs.pl
#AUTH: Paul Stothard <stothard@ualberta.ca>
#DATE: June 22, 2020
#VERS: 1.1

use warnings;
use strict;
use Data::Dumper;
use Getopt::Long;
Getopt::Long::Configure('no_ignore_case');
use File::Temp;
use Bio::SeqIO;
use Bio::SeqUtils;

my %options = (
    input          => undef,
    output         => undef,
    protein_source => undef,
    myva           => 'db/myva',
    whog           => 'db/whog',
    get_orfs       => '../get_orfs/get_orfs.pl',
    get_cds        => '../get_cds/get_cds.pl',
    local_bl       => '../local_blast_client/local_blast_client.pl',
    blastall       => 'blastall',
    genetic_code   => 11,
    all_cogs       => undef,
    e_value        => 10.0,
    hit_proportion => undef,
    starts         => 'atg|ttg|att|gtg|ctg',
    stops          => 'taa|tag|tga',
    m_orf          => 30,
    m_score        => undef,
    verbose        => undef,
    help           => undef
);

GetOptions(
    'i=s'        => \$options{input},
    'o=s'        => \$options{output},
    's=s'        => \$options{protein_source},
    'myva=s'     => \$options{myva},
    'whog=s'     => \$options{whog},
    'get_orfs=s' => \$options{get_orfs},
    'get_cds=s'  => \$options{get_cds},
    'local_bl=s' => \$options{local_bl},
    'blastall=s' => \$options{blastall},
    'c=i'        => \$options{genetic_code},
    'a'          => \$options{all_cogs},
    'e=f'        => \$options{e_value},
    'p=f'        => \$options{hit_proportion},
    'starts=s'   => \$options{starts},
    'stops=s'    => \$options{stops},
    'm_orf=i'    => \$options{m_orf},
    'm_score=f'  => \$options{m_score},
    'v'          => \$options{verbose},
    'help'       => \$options{help}
);

if ( defined( $options{help} ) ) {
    _usage();
    exit(0);
}

if ( !defined( $options{input} ) ) {
    print "Please specify an input file using the '-i' option.\n";
    _usage();
    exit(1);
}
if ( !defined( $options{output} ) ) {
    print "Please specify an output file using the '-o' option.\n";
    _usage();
    exit(1);
}
if ( !defined( $options{protein_source} ) ) {
    _usage();
    exit(1);
}

#determine length of input sequence
my $sequence_length = get_seq_length( $options{input} );

#parse whog file
message( $options{verbose}, "Parsing whog file '$options{whog}'.\n" );
my $seq_id_to_function_hash = parse_whog_file( $options{whog} );

#obtain protein sequences
my $protein_file      = new File::Temp();
my $protein_file_name = $protein_file->filename;

if ( lc( $options{protein_source} ) eq 'cds' ) {
    message( $options{verbose},
        "Obtaining CDS translations from '$options{input}'.\n" );
    my $command =
      "perl $options{get_cds} -i $options{input} -o $protein_file_name";
    my $result = system($command);
    if ( $result != 0 ) {
        die("The following command failed: '$command'\n");
    }

    #file will not exist if no CDS features found
    if ( !-f $protein_file_name ) {
        message( $options{verbose},
            "No CDS translations found in '$options{input}'.\n" );
        exit;
    }
}
elsif ( lc( $options{protein_source} ) eq 'orfs' ) {
    message( $options{verbose},
        "Obtaining ORF translations from '$options{input}'.\n" );
    my $command =
"perl $options{get_orfs} -i $options{input} -o $protein_file_name -g $options{genetic_code}"
      . " -starts '$options{starts}' -stops '$options{stops}' -m $options{m_orf}";
    my $result = system($command);
    if ( $result != 0 ) {
        die("The following command failed: '$command'\n");
    }

    #file will not exist if no ORFs found
    if ( !-f $protein_file_name ) {
        message( $options{verbose},
            "No ORF translations found in '$options{input}'.\n" );
        exit;
    }
}
else {
    print
"Please specify 'cds' or 'orfs' as the protein source using the '-s' option.\n";
    die( print_usage() . "\n" );
}

#perform blast search
my $blast_file      = new File::Temp();
my $blast_file_name = $blast_file->filename;
if (1) {
    message( $options{verbose},
        "Performing BLAST comparison for proteins from '$options{input}'.\n" );
    my $command =
        "perl $options{local_bl} -i $protein_file_name -o $blast_file_name"
      . " -d $options{myva} -b blastp -x $options{e_value} -y $options{blastall}";
    if ( defined( $options{hit_proportion} ) ) {
        $command = $command . " -p $options{hit_proportion}";
    }

    if ( defined( $options{m_score} ) ) {
        $command = $command . " -s $options{m_score}";
    }

    if ( !defined( $options{all_cogs} ) ) {
        $command = $command . " -t 1";
    }
    else {
        $command = $command . " -t 100";
    }

    my $result = system($command);
    if ( $result != 0 ) {
        die("The following command failed: '$command'\n");
    }
}

#parse blast results and write output file
message( $options{verbose},
    "Assigning COG functional categories to proteins from '$options{input}'.\n"
);

my $blast_results = parse_blast( $blast_file_name, $sequence_length );

open( my $OUTFILE, '>', $options{output} ) or die("Cannot open file : $!");

print $OUTFILE "seqname\tsource\tfeature\tstart\tend\tscore\tstrand\tframe\n";

foreach my $blast_result ( @{$blast_results} ) {

    #determine cog functional category
    my $cog_function;
    my $cog_id = '.';
    if (
        defined(
            $seq_id_to_function_hash->{ $blast_result->{match_id} }->{function}
        )
      )
    {
        $cog_function =
          $seq_id_to_function_hash->{ $blast_result->{match_id} }->{function};
    }
    if (
        defined(
            $seq_id_to_function_hash->{ $blast_result->{match_id} }->{id}
        )
      )
    {
        $cog_id = $seq_id_to_function_hash->{ $blast_result->{match_id} }->{id};
    }

    my $seq_name = $blast_result->{query_id};

    my $strand = $blast_result->{q_strand};
    if ( $strand == -1 ) {
        $strand = '-';
    }
    elsif ( $strand == 1 ) {
        $strand = '+';
    }

    my $score = sprintf( "%.2f", ( $blast_result->{'%_identity'} / 100 ) );

    if ( defined($cog_function) ) {
        print $OUTFILE
"$seq_name\t$cog_id\t$cog_function\t$blast_result->{q_start}\t$blast_result->{q_end}\t$score\t$strand\t$blast_result->{q_rf}\n";
    }

}

close($OUTFILE) or die("Cannot close file: $!");

message( $options{verbose}, "Open '$options{output}' to view the results.\n" );

sub parse_whog_file {

    my $whog_file     = shift;
    my %cog_whog_hash = ();

    open( my $WHOG, $whog_file ) or die("Cannot open file : $!");
    local $/ = "_______";
    while ( my $record = <$WHOG> ) {
        my $cog_function;
        my $cog_id;

        #[H] COG0001 Glutamate-1-semialdehyde aminotransferase
        #[LKJ] COG0513 Superfamily II DNA and RNA helicases
        if ( $record =~ m/\[([A-Z]+)\]\s+(COG\d+)\s+([^\n\cM]+)/ ) {
            $cog_function = $1;
            $cog_id       = $2;
        }

        #  Ape:  APE2130 APE2299
        while ( $record =~ m/\s{2}\S+:\s+([^\n\cM]+)/g ) {
            my @ids = split( /\s/, $1 );
            foreach my $id (@ids) {
                my %hash = ( function => $cog_function, id => $cog_id );
                $cog_whog_hash{$id} = \%hash;
            }
        }
    }
    close($WHOG) or die("Cannot close file : $!");
    return \%cog_whog_hash;
}

sub get_seq_length {
    my $file = shift;
    my $type;

    open( INFILE, $file ) or die("Cannot open file: $!");
    while ( my $line = <INFILE> ) {
        if ( !( $line =~ m/\S/ ) ) {
            next;
        }

        #guess file type from first line
        if ( $line =~ m/^LOCUS\s+/ ) {
            $type = "genbank";
        }
        elsif ( $line =~ m/^ID\s+/ ) {
            $type = "embl";
        }
        elsif ( $line =~ m/^\s*>/ ) {
            $type = "fasta";
        }
        else {
            $type = "raw";
        }
        last;

    }
    close(INFILE) or die("Cannot close file: $!");

    #get seqobj
    my $in = Bio::SeqIO->new(
        -format => $type,
        -file   => $file
    );

    #merge multi-contig sequences
    my @seqs = ();

    while ( my $seq = $in->next_seq() ) {
        push( @seqs, $seq );
    }

    Bio::SeqUtils->cat(@seqs);

    return $seqs[0]->length();
}

#based on the _parseBlast subroutine from cgview_xml_builder.pl
sub parse_blast {
    my $file            = shift;
    my $sequence_length = shift;

#The file can contain comments starting with'#'
#The file must have a line beginning with a 'query_id' and indicating the column names:
#query_id   match_id    match_description   %_identity  alignment_length    mismatches  gap_openings    q_start q_end   s_start s_end   evalue  bit_score

    my @required = (
        'query_id',         '%_identity', 'q_start', 'q_end',
        'alignment_length', 'evalue'
    );

    my $lineCount    = 0;
    my @columnTitles = ();
    my $columnsRead  = 0;

#program will be used to store the value of #PROGRAM in the blast results header.
#if it is blastp or tblastn then q_start and q_end are in residues and need to
#be converted to bases.
    my $program = undef;

    open( INFILE, $file )
      or die("Cannot open the BLAST results file '$file'\n");

    #check for column titles
    while ( my $line = <INFILE> ) {
        $line =~ s/\cM|\n//g;
        $lineCount++;
        if ( $line =~ m/^\#PROGRAM\s*=\s*([^\s]+)/ ) {
            $program = $1;
        }
        if ( $line =~ m/^\#/ ) {
            next;
        }
        if ( $line =~ m/^query_id/ ) {
            $columnsRead  = 1;
            @columnTitles = @{ _split($line) };
            last;
        }
    }

    if ( !( defined($program) ) ) {
        die(
"Cannot parse the #PROGRAM field in the BLAST results file '$file'\n"
        );
    }

    if ( !( $program =~ m/^blastp$/ ) ) {
        die("#PROGRAM field in the BLAST results file '$file' is not 'blastp'\n"
        );
    }

    #print Dumper(@columnTitles);

    #now check for required columns
    foreach (@required) {
        my $req   = $_;
        my $match = 0;
        foreach (@columnTitles) {
            my $columnTitle = $_;
            if ( $columnTitle eq $req ) {
                $match = 1;
                last;
            }
        }
        if ( !($match) ) {
            die(
"The BLAST results in '$file' do not contain a column labeled '$req'\n"
            );
        }
    }

    my $scale = 3;

    #read the remaining entries
    my @entries = ();
    while ( my $line = <INFILE> ) {
        $line =~ s/\cM|\n//g;
        $lineCount++;
        if ( $line =~ m/^\#/ ) {
            next;
        }
        if ( $line =~ m/\S/ ) {
            my @values = @{ _split($line) };

            #skip lines with missing values
            if ( scalar(@values) != scalar(@columnTitles) ) {
                next;
            }

            my %entry = ();
            for ( my $i = 0 ; $i < scalar(@columnTitles) ; $i++ ) {
                $entry{ $columnTitles[$i] } = $values[$i];
            }

            #do some error checking of values
            #check query_id, %_identity, q_start, and q_end
            #skip if no identity value
            if ( !( $entry{'%_identity'} =~ m/\d/ ) ) {
                die(
"No \%_identity value BLAST results '$file' line '$lineCount'\n"
                );
            }

            if ( !( $entry{'q_start'} =~ m/\d/ ) ) {
                die("No q_start value BLAST results '$file' line '$lineCount'\n"
                );
            }
            if ( !( $entry{'q_end'} =~ m/\d/ ) ) {
                die("No q_end value BLAST results '$file' line '$lineCount'\n");
            }

#Note that the following example blast result is not handled properly:
#tagA;pO157p01;_start=92527;end=2502;strand=1;rf=1       tagA;pO157p01;_start=92527;end=2502;strand=1;rf=1       -       100.00  898     0       0       1       898     1       898     0.0     1845
#This is because the feature spans the end/start boundary of the circular sequence.
#For now such features will be skipped.

    #try to add reading frame and strand information using information
    #in the query_id:
    #orf3_start=3691;end=3858;strand=1;rf=1
    #orf16_start=8095;end=8178;strand=1;rf=1
    #
    #The q_start and q_end values are to be the region of the query that matched
    #the hit. Depending on the search type, these can be in amino acids
    #or bases. The values in the query_id are always in bases. The
    #scale factor is used to convert the q_start and q_end values
    #so that they can be used to adjust the values in the query_id.
    #This allows hits to be mapped to the genomic sequence
            if ( $entry{'query_id'} =~
                m/start=(\d+);end=(\d+);strand=(\-*\d+);rf=(\d+)\s*$/ )
            {

                my $genome_start  = $1;
                my $genome_end    = $2;
                my $genome_strand = $3;
                my $genome_rf     = $4;
                $entry{'q_rf'} = $genome_rf;

                my $match_length_bases;
                if ( $entry{'q_start'} > $entry{'q_end'} ) {
                    my $temp = $entry{'q_start'};
                    $entry{'q_start'} = $entry{'q_end'};
                    $entry{'q_end'}   = $temp;
                    $genome_strand    = $genome_strand * -1;
                    $entry{'q_rf'}    = undef;
                }

                $match_length_bases =
                  ( $entry{'q_end'} - $entry{'q_start'} + 1 ) * $scale;

                if ( $genome_strand == -1 ) {
                    $entry{'q_strand'} = -1;
                    $entry{'q_end'} =
                      $genome_end -
                      ( $entry{'q_start'} * $scale ) +
                      ( 1 * $scale );
                    $entry{'q_start'} =
                      $entry{'q_end'} - $match_length_bases + 1;
                }
                else {
                    $entry{'q_strand'} = 1;
                    $entry{'q_start'} =
                      $genome_start +
                      ( $entry{'q_start'} * $scale ) -
                      ( 1 * $scale );
                    $entry{'q_end'} =
                      $entry{'q_start'} + $match_length_bases - 1;
                }
            }
            else {
                die(
"Unable to parse BLAST result from file '$file' line '$lineCount'."
                );
            }

            if ( $entry{'q_start'} < 1 ) {
                $entry{'q_start'} = $entry{'q_start'} + $sequence_length;
            }
            if ( $entry{'q_end'} < 1 ) {
                $entry{'q_end'} = 1;
            }
            if ( $entry{'q_start'} > $sequence_length ) {
                $entry{'q_start'} = $sequence_length;
            }
            if ( $entry{'q_end'} > $sequence_length ) {
                $entry{'q_end'} = $entry{'q_end'} - $sequence_length;
            }

            push( @entries, \%entry );
        }
    }
    close(INFILE) or die("Cannot close file : $!");
    return \@entries;
}

sub _split {
    my $line   = shift;
    my @values = ();
    if ( $line =~ m/\t/ ) {
        @values = split( /\t/, $line );
    }
    elsif ( $line =~ m/\,/ ) {
        @values = split( /\,/, $line );
    }
    else {
        @values = split( /\s/, $line );
    }
    foreach (@values) {
        $_ = _cleanValue($_);
    }
    return \@values;
}

sub _cleanValue {
    my $value = shift;
    if ( !defined($value) ) {
        return ".";
    }
    if ( $value =~ m/^\s*$/ ) {
        return ".";
    }
    $value =~ s/^\s+//g;
    $value =~ s/\s+$//g;
    $value =~ s/\"|\'//g;
    return $value;
}

sub message {
    my $verbose = shift;
    my $message = shift;
    if ($verbose) {
        print $message;
    }
}

sub _usage {
    print <<BLOCK;
assign_cogs.pl - assign COG functional categories and IDs to proteins.

DISPLAY HELP AND EXIT:

usage:

  perl assign_cogs.pl -help

ASSIGN COGS:

usage:

  perl assign_cogs.pl -i <file> -o <file> -s <string>[Options]

required arguments:

-i - Input file in FASTA, RAW, EMBL, or GenBank format.

-o - Output file in tab-delimited format to create.

-s - Source of protein sequences. Use 'cds' to indicate that the CDS
translations in the GenBank or EMBL file should be used. Use 'orfs' to indicate
that translated open reading frames should be used.

optional arguments:

-myva - COG myva file formatted as a BLAST database. [FILE]. Default is
db/myva.

-whog - COG whog file. [FILE]. Default is db/whog.

-get_orfs - Path to the get_orfs.pl script. [FILE]. Default is
../get_orfs/get_orfs.pl.

-get_cds - Path to the get_cds.pl script. [FILE]. Default is
../get_cds/get_cds.pl.

-local_bl - Path to the local_blast_client.pl script. [FILE]. Default is
../local_blast_client/local_blast_client.pl.

-blastall - The path to the blastall program. [File]. Default is blastall.

-c - NCBI genetic code to use for translations. [INTEGER]. Default is 11.

-a - use all BLAST hits when assigning COGs. Default is to use top BLAST hit.

-e - Expect value setting to supply to the blastall program. [Real]. Default is
10.0.

-p - Minimum HSP length to keep, expressed as a proportion of the query
sequence length. [Real]. Default is to keep all HSPs.

-starts - Start codons. [String]. Default is 'atg|ttg|att|gtg|ctg'. To allow
ORFs to begin with any codon, use the value 'any'.
                    
-stops - Stop codons. [String]. Default is 'taa|tag|tga'.
                    
-m_orf - Minimum acceptable length for ORFs in codons. [Integer]. Default is
30.
                    
-m_score - Minimum acceptable BLAST score for COG assignment. [Real]. Default
is to ignore score.
                    
-v - provide progress messages (Optional).

example usage:

  perl assign_cogs.pl -i NC_013407.gbk -o out.gff -s cds
BLOCK
}