File: build_model

package info (click to toggle)
estscan 3.0.3-6
  • links: PTS, VCS
  • area: main
  • in suites: bookworm, forky, sid, trixie
  • size: 388 kB
  • sloc: ansic: 2,272; perl: 1,879; fortran: 130; makefile: 58; sh: 11
file content (336 lines) | stat: -rwxr-xr-x 12,142 bytes parent folder | download | duplicates (3)
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
#!/usr/bin/env perl
# $Id: build_model,v 1.7 2006/12/19 13:15:06 c4chris Exp $

################################################################################
#
# build_model
# -----------
#
# Claudio Lottaz, SIB-ISREC, Claudio.Lottaz@isb-sib.ch
# Christian Iseli, LICR ITO, Christian.Iseli@licr.org
#
# Copyright (c) 1999, 2006 Swiss Institute of Bioinformatics.
# All rights reserved.
#
################################################################################

use strict;
use Symbol;

# global variables
my $verbose = 1;
my $forcedtuplesize = undef;
my $forcedminmask = undef;
my $forcedpseudocounts = undef;
my $forcedminscore = undef;
my $forcedstartlength = undef;
my $forcedstartpreroll = undef;
my $forcedstoplength = undef;
my $forcedstoppreroll = undef;

my $datadir = '.';
my $filestem = '';

require "build_model_utils.pl";

################################################################################
#
#   Check command-line for switches
#

my $usage = "Usage: build_model [options] <conf-files>\n" .
    "       where options are:\n" .
    "        -q       don't log on terminal\n" .
    "        -t <int> force tuple size, overwrites entry in config-files\n" .
    "        -m <int> force minimal mask, overwrites entry in config-files\n" .
    "        -p <int> force pseudocounts, overwrites entry in config-files\n" .
    "        -s <int> force minimal score, overwrites entry in config-files\n" .
    "        -l <int> force length of start profile (in codons/triplets)\n" .
    "        -r <int> force start profile's preroll in 5'UTR (in codons/triplets)\n" .
    "        -L <int> force length of stop profile (in codons/triplets)\n" .
    "        -R <int> force stop profile's preroll in 5'UTR (in codons/triplets)\n" .
    "More information is obtained using 'perldoc build_model'\n";

while ($ARGV[0] =~ m/^-/) {
    if ($ARGV[0] eq '-q') { shift; $verbose = 0; next; }
    if ($ARGV[0] eq '-t') { shift; $forcedtuplesize    = shift; next; }
    if ($ARGV[0] eq '-m') { shift; $forcedminmask      = shift; next; }
    if ($ARGV[0] eq '-p') { shift; $forcedpseudocounts = shift; next; }
    if ($ARGV[0] eq '-s') { shift; $forcedminscore     = shift; next; }
    if ($ARGV[0] eq '-l') { shift; $forcedstartlength  = shift; next; }
    if ($ARGV[0] eq '-r') { shift; $forcedstartpreroll = shift; next; }
    if ($ARGV[0] eq '-L') { shift; $forcedstoplength   = shift; next; }
    if ($ARGV[0] eq '-R') { shift; $forcedstoppreroll  = shift; next; }
    die "Unrecognized switch: $ARGV[0]\n$usage";
}
if ($#ARGV < 0) { die "No configuration file specified\n$usage"; }

################################################################################
#
#   Main-loop through all specified config-files
#

my $parFile;
while($parFile = shift) {
    my($organism, $hightaxo, $dbfiles, $ugdata, $estdata, $datadir2, $filestem2,
       $rnafile, $estfile, $estcdsfile, $estutrfile, $trainingfile, $testfile,
       $utrfile, $cdsfile, $tuplesize, $minmask, $pseudocounts, $minscore,
       $startlength, $startpreroll, $stoplength, $stoppreroll, $smatfile,
       $estscanparams, $nb_isochores, $isochore_borders) =
	   readConfig($parFile, $forcedtuplesize, $forcedminmask,
		      $forcedpseudocounts, $forcedminscore,
		      $forcedstartlength, $forcedstartpreroll,
		      $forcedstoplength, $forcedstoppreroll, $verbose);
    log_open("readconfig.log");
    $datadir = $datadir2; $filestem = $filestem2;
    showConfig($parFile, $organism, $hightaxo, $dbfiles, $ugdata, $estdata, $datadir,
	       $rnafile, $estfile, $estcdsfile, $estutrfile, $trainingfile,
	       $testfile, $utrfile, $cdsfile, $tuplesize, $minmask,
	       $pseudocounts, $minscore, $startlength, $startpreroll,
	       $stoplength, $stoppreroll, $smatfile,
	       $estscanparams, $nb_isochores, $isochore_borders);
    log_close();

    my $isochores;
    if ($nb_isochores == 0) {
      my $i;
      my @IC;
      for ($i = 0; $i < $#$isochore_borders; $i++) {
	$IC[$i] = $$isochore_borders[$i] . "-" . $$isochore_borders[$i + 1];
      }
      $isochores = \@IC;
    } else {
      local *FH;
      open FH, "$datadir/Report/${filestem}_prepare_data.log"
	or die "prepare_data log file is missing : $!";
      while ( <FH> ) {
	next unless s/^\s+isochores used:\s+//;
	s/\s//g;
	my @F = split /,/;
	$isochores = \@F;
      }
      close FH;
    }
    if ($#$isochores < 0) {
      die "There must be at least one isochore...";
    }
    # generate codon usage and transition probability tables
    log_open("generate_tables.log");
    if (-s "$smatfile") { log_print(" - $smatfile already exists, skipped"); }
    else {
	generateEmissionTables($tuplesize, $pseudocounts, $minscore,
			       $startlength, $startpreroll,
			       $stoplength, $stoppreroll,
			       $isochores, $smatfile, $minmask, $parFile);
    }
    log_close();
    print "$parFile done.\n";
}

exit(0);

################################################################################
#
#   Generate codon usage tables for HMM-model
#

sub generateEmissionTables {
    # for earch isochore launches maketable, modifying its output in
    # order to mark the isochores and appends the result to the
    # smatfile.

    my($tuplesize, $pseudocounts, $minscore,
       $startlength, $startpreroll, $stoplength, $stoppreroll,
       $isochores, $smatfile, $minmask, $parFile) = @_;

    log_print("\nWriting codon usage tables...");

    # makesmat counts in frames, not in codons/triplets, therefore:
    my $startframes = 3 * $startlength;
    my $startoffset = 3 * $startpreroll + 1;
    my $stopframes = 3 * $stoplength;
    my $stopoffset = 3 * $stoppreroll;

    my $isodir = "$datadir/Isochores";
    my $smatfh = gensym; open($smatfh, ">>$smatfile");
    foreach my $iso (sort(@$isochores)) {
	log_print(" - computing for isochore $iso...");
	my($low, $high) = $iso =~ m/^([^\-]+)\-(.*)$/;
	$iso .= "_mr$minmask.seq";
	my $cmd = "makesmat -t $tuplesize -p $pseudocounts -m $minscore " .
	    "-f $startframes -o $startoffset -F $stopframes -O $stopoffset" .
		" < $isodir/mrna$iso";
	my $out = `$cmd`;
	$out =~ s/<NAME>/$parFile/g;
	$out =~ s/<CG>/$low $high/g;
	print($smatfh $out);
    }
    close($smatfh);
}

################################################################################
#
#   Documentation
#

=head1 NAME

build_model - create a model for ESTScan

=head1 SYNOPSIS

build_model [options] <config-files...>

=head1 DESCRIPTION

build_model generates codon usage tables for ESTScan. Codon usage is analyzed
in mRNAs containing whole coding sequences.  The script reads configuration
files on the comannd line and computes codon usage tables for each of them.

Files which already exist are reused.  If an existing file is to be
recomputed, it must be deleted before the script is run again.  The mRNA files
can be prepared with the extract_mRNA and prepare_data scripts, or simply
provided in FASTA format in the Isochores subdirectory.  In mRNA data,
build_model expects annotations of coding sequence start and stop in the
header as two integer values following the tag 'CDS:'.  The first integer
points to the first nucleotide of the CDS, the second to the last. Thus the
length of the CDS is <stop> - <start> + 1.  The first nucleotide in the
sequence has index 1.

=head1 DIRECTORY STRUCTURE

build_model uses the following directory structure, the root of which
is given in the configuration file. From this root it contains the
following subdirectories:

 - Isochores: data split in isochores, some with redundancy masked
 - Matrices: contains the generated tables
 - Report: contains all log files

mRNA data, test and training data files, is deposited in the data-root
directory if not otherwise specified in the configuration file.

=head1 OPTIONS

 -q quiet
    Do not log on terminal.

 -t <tuple-size>
    Size of tuples to be considered to generate the codon usage
    tables. <tuple-size> - 1 is the order of the corresponding Markov
    model used by ESTScan. This switch overwrites the variable
    $tuplesize from paramter files.

 -m <minmask>
    Minimum consecutive runs of nucleotides masked from the original
    sequences in order to limit data redundancy. Pieces of sequence
    are only masked, if all of their nucleotides are part of
    reoccuring 12-tuples which overlap by at least 4 nucleotides. This
    switch overwrites the variable $minmask from parameter files.

 -p pseudocount
    Pseudocounts to be added when generating codon usage tables.  This
    switch overwrites the variable $pseudocounts from paramter files.

 -s <minscore>
    Minimal score in tables and transitions, lower scores are
    overwritten with this value. This switch overwrites the variable
    $minscore from paramter files.

 -l <start-profile-length>
    The number of nucleotide triplets taken into account for the
    start-profile. This switch overwrites the variable $startlength
    from paramter files.

 -r <start-profile-preroll>
    The number of nucleotide triplets of the 5' untranslated region
    contained in the start profile. This switch overwrites the
    variable $startpreroll from paramter files.

 -L <stop-profile-length>
    The number of nucleotide triplets taken into account for the
    stop-profile. This switch overwrites the variable $stoplength from
    paramter files.

 -R <stop-profile-preroll>
    The number of nucleotide triplets of the coding sequence contained in the
    stop profile. This switch overwrites the variable $stoppreroll
    from paramter files.

=head1 CONFIGURATION FILE

The parameters defined in the configuration file have the
following meaning:

 * $organism (mandatory)
    The desired organism as it is given in EMBL "OS" or RefSeq
   "ORGANISM" lines.

 * $dbfiles
   Files from where full-length mRNA sequences are to be extracted,
   tries to guess whether the files come from EMBL or RefSeq. If
   this is not specified, expects a collection of mRNA in $rnafile.

 * $datadir (mandatory)
   Base directory where all of the above files are located
   and the temporary result files are stored

 * $rnafile (default is "$datadir/mrna.seq")
   Name of the file with the extracted mRNA entries.

 * $smatfile (default is "$datadir/Matrices/$filestem.smat")
   Name of the file where the HMM-model is to be written

 * $nb_isochores (default is 0)
   Number of isochores, when isochores are to be determined
   automatically from the GC-content distributaion as equal-sized
   groups. 0 means no automatic detection.

 * @isochore_borders (default is (0, 43, 47, 51, 100)
   Array of GC percentages where isochores are split, first entry is
   usually 0 and last 100. This is overwritten when $nb_isochores is
   not zero.

 * $tuplesize (default is 6)
   Size of tuples counted for codon statistics. This is overwritten by
   the -t switch.

 * $minmask (default is 30)
   Minimal run of consecutive nucleotides masked as redundant. This is
   overwritten by the -m switch.

 * $pseudocounts (default is 1)
   pseudocount to be added when generating the codon usage tables,
   overwritten by -m

 * $minscore (default is -100)
   minimum score attributed to log-odds and log-probabilities,
   overwritten by -s.

 * $startlength, $startpreroll (default 2+ceil(tuplesize/3) and 2)
   number of nucleotide triplets contained in the start profile and
   how many of these are contained in the 5' untranslated region,
   overwritten by -l (length) and -r (preroll)

 * $stoplength, $stoppreroll (default 2+ceil(tuplesize/3) and 2)
   number of nucleotide triplets contained in the stop profile and
   how many of these are contained in the coding sequence,
   overwritten by -L (length) and -R (preroll)

 * $estscanparams (default is "-m -50 -d -50 -i -50 -N 0")
   parameters passed to ESTScan during evaluation

$filestem is used to generate many filenames. It is generated
automatically according to the tuplesize, the minmask and the
pseudocounts applied to generate them.

=head1 AUTHOR

Claudio Lottaz, SIB-ISREC, Claudio.Lottaz@isb-sib.ch

=cut

#
#   End of file
#
################################################################################