Bio::T...ustalw(3pm)
β¨ NAME β¨
Bio::Tools::Run::Alignment::Clustalw β it's giving object-oriented multiple sequence alignment π You hand it a bunch of unaligned sequences (or whole alignments), it runs the Clustalw program behind the scenes, and you get your alignment back. No cap. π
(This is the manual page for the Perl module Bio::Tools::Run::Alignment::Clustalw, section 3pm β user contributed Perl documentation, if you were wondering π)
πΈ VERSION πΈ
version 1.7.4 β yeah she's on 1.7.4, periodt. π
π¦ SYNOPSIS π¦
Bestie, here's the whole vibe in code form:
# Build a clustalw alignment factory
@params = ('ktuple' => 2, 'matrix' => 'BLOSUM');
$factory = Bio::Tools::Run::Alignment::Clustalw->new(@params);
# Pass the factory a list of sequences to be aligned.
$inputfilename = 't/data/cysprot.fa';
$aln = $factory->align($inputfilename); # $aln is a SimpleAlign object.
# or
$seq_array_ref = \@seq_array;
# where @seq_array is an array of Bio::Seq objects
$aln = $factory->align($seq_array_ref);
# Or one can pass the factory a pair of (sub)alignments
#to be aligned against each other, e.g.:
$aln = $factory->profile_align($aln1,$aln2);
# where $aln1 and $aln2 are Bio::SimpleAlign objects.
# Or one can pass the factory an alignment and one or more unaligned
# sequences to be added to the alignment. For example:
$aln = $factory->profile_align($aln1,$seq); # $seq is a Bio::Seq object.
# Get a tree of the sequences
$tree = $factory->tree(\@seq_array);
# Get both an alignment and a tree
($aln, $tree) = $factory->run(\@seq_array);
# Do a footprinting analysis on the supplied sequences, getting back the
# most conserved sub-alignments
my @results = $factory->footprint(\@seq_array);
foreach my $result (@results) {
print $result->consensus_string, "\n";
}
# There are various additional options and input formats available.
# See the DESCRIPTION section that follows for additional details.
tl;dr: make a factory, feed it sequences, get an alignment. Obsessed. π₯
π DESCRIPTION π
Heads up bestie: this DESCRIPTION only documents the Bioperl interface to Clustalw. Clustalw itself is a whole large & complex program β for the actual tea on clustalw, go read the clustalw documentation that ships with the clustalw distribution. π«Ά
Clustalw is available from (among others) ftp://ftp.ebi.ac.uk/pub/software/. And ngl, Clustalw.pm has only been tested using version 1.8 of clustalw. Whether it plays nice with earlier versions of the clustalw program is currently unknown π β so don't come for me if it doesn't.
Before you can run Clustalw successfully, you're gonna need to:
- install clustalw on your system, and
- make sure users have execute privileges for the clustalw program.
π§ Helping the module find your executable
You need to enable Clustalw to find the clustalw program. There are (at least) three ways to do this:
- Make sure the
clustalwexecutable is in your path, so that
which clustalw
returns a clustalw executable on your system. β¨
- Define an environmental variable
CLUSTALDIRwhich is a directory which contains the'clustalw'application. Inbash:
export CLUSTALDIR=/home/username/clustalw1.8
In csh/tcsh:
setenv CLUSTALDIR /home/username/clustalw1.8
- Include a definition of an environmental variable
CLUSTALDIRin every script that will use this Clustalw wrapper module, e.g.:
BEGIN { $ENV{CLUSTALDIR} = '/home/username/clustalw1.8/' }
use Bio::Tools::Run::Alignment::Clustalw;
If you are running an application on a webserver, make sure the webserver environment has the proper PATH set, or just use options 2 or 3 to set the variables. π
π How it works
Bio::Tools::Run::Alignment::Clustalw is an object for performing a multiple sequence alignment from a set of unaligned sequences and/or sub-alignments by means of the clustalw program. That's the whole job description, she's booked and busy. π
First, a clustalw "factory object" is created. Optionally, the factory may be passed most of the parameters or switches of the clustalw program, e.g.:
@params = ('ktuple' => 2, 'matrix' => 'BLOSUM');
$factory = Bio::Tools::Run::Alignment::Clustalw->new(@params);
Any parameters not explicitly set will remain as the defaults of the clustalw program. Additional parameters and switches (not available in clustalw) may also be set. Currently, the only such parameter is "quiet" β which, when set to a non-zero value, suppresses clustalw terminal output. π€« Not all clustalw parameters are supported at this stage, so manage your expectations bestie.
By default, Clustalw output is returned solely in the form of a Bio::SimpleAlign object, which can then be printed and/or saved in multiple formats using the AlignIO.pm module. π Optionally, the raw clustalw output file can be saved if the calling script specifies an output file (with the clustalw parameter OUTFILE). Currently only the GCG-MSF output file formats is supported. π
Not all parameters and features have been implemented yet in Perl format. She's a work in progress, okay?
Alignment parameters can be changed and/or examined at any time after the factory has been created. The program checks that any parameter/switch being set/read is valid. However, currently no additional checks are included to check that parameters are of the proper type (eg string or numeric) or that their values are within the proper range. So likeβ¦ be responsible. π
As an example, to change the value of the clustalw parameter ktuple to 3 and subsequently to check its value, one would write:
$ktuple = 3;
$factory->ktuple($ktuple);
$get_ktuple = $factory->ktuple();
Once the factory has been created and the appropriate parameters set, one can call the method align() to align a set of unaligned sequences, or call profile_align() to add one or more sequences or a second alignment to an initial alignment. π¦
Input to align() may consist of a set of unaligned sequences in the form of the name of file containing the sequences. For example,
$inputfilename = 't/data/cysprot.fa';
$aln = $factory->align($inputfilename);
Alternately one can create an array of Bio::Seq objects somehow
$str = Bio::SeqIO->new(-file=> 't/data/cysprot.fa', -format => 'Fasta');
@seq_array =();
while ( my $seq = $str->next_seq() ) {push (@seq_array, $seq) ;}
and pass the factory a reference to that array
$seq_array_ref = \@seq_array;
$aln = $factory->align($seq_array_ref);
In either case, align() returns a reference to a SimpleAlign object which can then used (see Bio::SimpleAlign). π
Once an initial alignment exists, one can pass the factory additional sequence(s) to be added (ie aligned) to the original alignment. The alignment can be passed as either an alignment file or a Bio:SimpleAlign object. The unaligned sequence(s) can be passed as a filename or as an array of BioPerl sequence objects or as a single BioPerl Seq object. For example (to add a single sequence to an alignment),
$str = Bio::AlignIO->new(-file=> 't/data/cysprot1a.msf');
$aln = $str->next_aln();
$str1 = Bio::SeqIO->new(-file=> 't/data/cysprot1b.fa');
$seq = $str1->next_seq();
$aln = $factory->profile_align($aln,$seq);
In either case, profile_align() returns a reference to a SimpleAlign object containing a new SimpleAlign object of the alignment with the additional sequence(s) added in. π
Finally one can pass the factory a pair of (sub)alignments to be aligned against each other. The alignments can be passed in the form of either a pair of alignment files or a pair of Bio:SimpleAlign objects. For example,
$profile1 = 't/data/cysprot1a.msf';
$profile2 = 't/data/cysprot1b.msf';
$aln = $factory->profile_align($profile1,$profile2);
or
$str1 = Bio::AlignIO->new(-file=> 't/data/cysprot1a.msf');
$aln1 = $str1->next_aln();
$str2 = Bio::AlignIO->new(-file=> 't/data/cysprot1b.msf');
$aln2 = $str2->next_aln();
$aln = $factory->profile_align($aln1,$aln2);
In either case, profile_align() returns a reference to a SimpleAlign object containing an (super)alignment of the two input alignments. Two become one, iconic. π«Ά
For more examples of syntax and use of Clustalw, the user is encouraged to look at the script Clustalw.t in the t/ directory. π
Note: Clustalw is still under development. Various features of the clustalw program have not yet been implemented. If you would like a specific clustalw feature be added to this perl, contact bioperl-l@bioperl.org. βοΈ
These can be specified as parameters when instantiating a new Clustalw object, or through get/set methods of the same name (lowercase).
π INTERNAL METHODS π
These are the behind-the-scenes girlies. Internal, so like β not for you to call directly, bestie. π«
_run
- Title β
_run - Usage β Internal function, not to be called directly
- Function β makes actual system call to clustalw program
- Returns β nothing; clustalw output is written to a temporary file
- Args β Name of a file containing a set of unaligned fasta sequences and hash of parameters to be passed to clustalw
_setinput()
- Title β
_setinput - Usage β Internal function, not to be called directly
- Function β Create input file for clustalw program
- Returns β name of file containing clustalw data input
- Args β Seq or Align object reference or input file name
_setparams()
- Title β
_setparams - Usage β Internal function, not to be called directly
- Function β Create parameter inputs for clustalw program
- Returns β parameter string to be passed to clustalw during align or profile_align
- Args β name of calling object
okay bestie, we're in the EXAMPLE section now and honestly? this is the fun part π buckle up, because we're about to actually use this module and it's giving main character energy.
β¨ EXAMPLE β¨
First things first, you gotta have clustalw installed, and you gotta make sure Clustalw.pm can find it. There's a few ways to make that happen (bash syntax, babes):
export PATH=$PATH:/home/peter/clustalw1.8
or you can define an environmental variable CLUSTALDIR:
export CLUSTALDIR=/home/peter/clustalw1.8
or, if you wanna be extra and self-contained, you can just drop a definition of the environmental variable CLUSTALDIR into every single script that's gonna use Clustal.pm:
BEGIN {$ENV{CLUSTALDIR} = '/home/peter/clustalw1.8/'; }
Pick your fighter, all three work π
So we're gonna demonstrate 3 possible applications of Clustalw.pm:
- Test effect of varying clustalw alignment parameter(s) on resulting alignment
- Test effect of changing the order that sequences are added to the alignment on the resulting alignment
- Test effect of incorporating an "anchor point" in the alignment process
Before we can do any tests, we need to set up the environment, create the factory and read in the unaligned sequences. No skipping steps, bestie, this is the whole setup and it slays.
use Getopt::Long;
use Bio::Tools::Run::Alignment::Clustalw;
use Bio::SimpleAlign;
use Bio::AlignIO;
use Bio::SeqIO;
use strict;
# set some default values
my $infile = 't/data/cysprot1a.fa';
my @params = ('quiet' => 1 );
my $do_only = '123'; # string listing examples to be executed. Default is to
# execute all tests (ie 1,2 and 3)
my $param = 'ktuple'; # parameter to be varied in example 1
my $startvalue = 1; # initial value for parameter $param
my $stopvalue = 3; # final value for parameter $param
my $regex = 'W[AT]F'; # regular expression for 'anchoring' alignment in example 3
my $extension = 30; # distance regexp anchor should be extended in each direction
# for local alignment in example 3
my $helpflag = 0; # Flag to show usage info.
# get user options
my @argv = @ARGV; # copy ARGV before GetOptions() massacres it.
&GetOptions("h!" => \$helpflag, "help!" => \$helpflag,
"in=s" => \$infile,
"param=s" => \$param,
"do=s" => \$do_only,
"start=i" => \$startvalue,
"stop=i" => \$stopvalue,
"ext=i" => \$extension,
"regex=s" => \$regex,) ;
if ($helpflag) { &clustalw_usage(); exit 0;}
# create factory & set user-specified global clustalw parameters
foreach my $argv (@argv) {
unless ($argv =~ /^(.*)=>(.*)$/) { next;}
push (@params, $1 => $2);
}
my $factory = Bio::Tools::Run::Alignment::Clustalw->new(@params);
# put unaligned sequences in a Bio::Seq array
my $str = Bio::SeqIO->new(-file=> $infile, '-format' => 'Fasta');
my ($paramvalue, $aln, $subaln, @consensus, $seq_num, $string, $strout, $id);
my @seq_array =();
while ( my $seq = $str->next_seq() ) { push (@seq_array, $seq) ;}
# Do each example that has digit present in variable $do_only
$_= $do_only;
/1/ && &vary_params();
/2/ && &vary_align_order();
/3/ && &anchored_align();
## End of "main"
πΈ vary_params() β the "change a knob, watch what happens" era
#################################################
# vary_params(): Example demonstrating varying of clustalw parameter
#
sub vary_params {
print "Beginning parameter-varying example... \n";
# Now we'll create several alignments, 1 for each value of the selected
# parameter. We also compute a simple consensus string for each alignment.
# (In the default case, we vary the "ktuple" parameter, creating 3
# alignments using ktuple values from 1 to 3.)
my $index =0;
for ($paramvalue = $startvalue; $paramvalue < ($stopvalue + 1); $paramvalue++) {
$factory->$param($paramvalue); # set parameter value
print "Performing alignment with $param = $paramvalue \n";
$aln = $factory->align(\@seq_array);
$string = $aln->consensus_string(); # Get consensus of alignment
# convert '?' to 'X' at non-consensus positions
$string =~ s/\?/X/g;
$consensus[$index] = Bio::Seq->new(-id=>"$param=$paramvalue",-seq=>$string);
$index++;
}
# Compare consensus strings for alignments with different $param values by
# making an alignment of the different consensus strings
# $factory->ktuple(1); # set ktuple parameter
print "Performing alignment of $param consensus sequences \n";
$aln = $factory->align(\@consensus);
$strout = Bio::AlignIO->newFh('-format' => 'msf');
print $strout $aln;
return 1;
}
π¦ vary_align_order() β does the order even matter??
#################################################
# vary_align_order():
#
# For our second example, we'll test the effect of changing the order
# that sequences are added to the alignment
sub vary_align_order {
print "\nBeginning alignment-order-changing example... \n";
@consensus = (); # clear array
for ($seq_num = 0; $seq_num < scalar(@seq_array); $seq_num++) {
my $obj_out = shift @seq_array; # remove one Seq object from array and save
$id = $obj_out->display_id;
# align remaining sequences
print "Performing alignment with sequence $id left out \n";
$subaln = $factory->align(\@seq_array);
# add left-out sequence to subalignment
$aln = $factory->profile_align($subaln,$obj_out);
$string = $aln->consensus_string(); # Get consensus of alignment
# convert '?' to 'X' for non-consensus positions
$string =~ s/\?/X/g;
$consensus[$seq_num] = Bio::Seq->new(-id=>"$id left out",-seq=>$string);
push @seq_array, $obj_out; # return Seq object for next (sub) alignment
}
# Compare consensus strings for alignments created in different orders
# $factory->ktuple(1); # set ktuple parameter
print "\nPerforming alignment of consensus sequences for different reorderings \n";
print "Each consensus is labeled by the sequence which was omitted in the initial alignment\n";
$aln = $factory->align(\@consensus);
$strout = Bio::AlignIO->newFh('-format' => 'msf');
print $strout $aln;
return 1;
}
π anchored_align() β anchoring the vibe to a regex
#################################################
# anchored_align()
#
# For our last example, we'll test a way to perform a local alignment by
# "anchoring" the alignment to a regular expression. This is similar
# to the approach taken in the recent dbclustal program.
# In principle, we could write a script to search for a good regular expression
# to use. Instead, here we'll simply choose one manually after looking at the
# previous alignments.
sub anchored_align {
my @local_array = ();
my @seqs_not_matched = ();
print "\n Beginning anchored-alignment example... \n";
for ($seq_num = 0; $seq_num < scalar(@seq_array); $seq_num++) {
my $seqobj = $seq_array[$seq_num];
my $seq = $seqobj->seq();
my $id = $seqobj->id();
# if $regex is not found in the sequence, save sequence id name and set
# array value =0 for later
unless ($seq =~/$regex/) {
$local_array[$seq_num] = 0;
push (@seqs_not_matched, $id) ;
next;
}
# find positions of start and of subsequence to be aligned
my $match_start_pos = length($`);
my $match_stop_pos = length($`) + length($&);
my $start = ($match_start_pos - $extension) > 1 ?
($match_start_pos - $extension) +1 : 1;
my $stop = ($match_stop_pos + $extension) < length($seq) ?
($match_stop_pos + $extension) : length($seq);
my $string = $seqobj->subseq($start, $stop);
$local_array[$seq_num] = Bio::Seq->new(-id=>$id, -seq=>$string);
}
@local_array = grep $_ , @local_array; # remove array entries with no match
# Perform alignment on the local segments of the sequences which match "anchor"
$aln = $factory->align(\@local_array);
my $consensus = $aln->consensus_string(); # Get consensus of local alignment
if (scalar(@seqs_not_matched) ) {
print " Sequences not matching $regex : @seqs_not_matched \n"
} else {
print " All sequences match $regex : @seqs_not_matched \n"
}
print "Consensus sequence of local alignment: $consensus \n";
return 1;
}
π clustalw_usage() β the "help me bestie" function
#----------------
sub clustalw_usage {
#----------------
#-----------------------
# Prints usage information for general parameters.
print STDERR <<"QQ_PARAMS_QQ";
Command-line accessible script variables and commands:
-------------------------------
-h : Display this usage info and exit.
-in <str> : File containing input sequences in fasta format (default = $infile) .
-do <str> : String listing examples to be executed. Default is to execute
all tests (ie default = '123')
-param <str> : Parameter to be varied in example 1. Any clustalw parameter
which takes inteer values can be varied (default = 'ktuple')
-start <int> : Initial value for varying parameter in example 1 (default = 1)
-stop <int> : Final value for varying parameter (default = 3)
-regex <str> : Regular expression for 'anchoring' alignment in example 3
(default = $regex)
-ext <int> : Distance regexp anchor should be extended in each direction
for local alignment in example 3 (default = 30)
In addition, any valid Clustalw parameter can be set using the syntax
"parameter=>value" as in "ktuple=>3"
So a typical command lines might be:
> clustalw.pl -param=pairgap -start=2 -stop=3 -do=1 "ktuple=>3"
or
> clustalw.pl -ext=10 -regex='W[AST]F' -do=23 -in='t/cysprot1a.fa'
QQ_PARAMS_QQ
}
and that's the whole example file, bestie β every line of it, no skips, no shortcuts π lowkey iconic that one script demos three whole strategies, fr fr. keep reading though, we're not done π
π PARAMETER FOR ALIGNMENT COMPUTATION π
okay bestie, this is the part where we meet all the little knobs and dials you can turn. literally every single one, no skips. let's go π
KTUPLE
- Title β
KTUPLE - Description β (optional) set the word size to be used in the alignment. This is the size of exactly matching fragment that is used. INCREASE for speed (max =
2for proteins;4for DNA), DECREASE for sensitivity. For longer sequences (e.g.>1000residues) you may need to increase the default.
TOPDIAGS
- Title β
TOPDIAGS - Description β (optional) number of best diagonals to use. The number of k-tuple matches on each diagonal (in an imaginary dot-matrix plot) is calculated. Only the best ones (with most matches) are used in the alignment. This parameter specifies how many. Decrease for speed; increase for sensitivity.
WINDOW
- Title β
WINDOW - Description β (optional) window size. This is the number of diagonals around each of the 'best' diagonals that will be used. Decrease for speed; increase for sensitivity.
PAIRGAP
- Title β
PAIRGAP - Description β (optional) gap penalty for pairwise alignments. This is a penalty for each gap in the fast alignments. It has little affect on the speed or sensitivity except for extreme values.
FIXEDGAP
- Title β
FIXEDGAP - Description β (optional) fixed length gap penalty
FLOATGAP
- Title β
FLOATGAP - Description β (optional) variable length gap penalty
MATRIX
- Title β
MATRIX - Default β
PAM100for DNA βPAM250for protein alignment - Description β (optional) substitution matrix used in the multiple alignments. Depends on the version of clustalw as to what default matrix will be used
PROTEIN WEIGHT MATRIX leads to a new menu where you are offered a choice of weight matrices. The default for proteins in version 1.8 is the PAM series derived by Gonnet and colleagues. Note, a series is used! The actual matrix that is used depends on how similar the sequences to be aligned at this alignment step are. Different matrices work differently at each evolutionary distance.
DNA WEIGHT MATRIX leads to a new menu where a single matrix (not a series) can be selected. The default is the matrix used by BESTFIT for comparison of nucleic acid sequences.
TYPE
- Title β
TYPE - Description β (optional) sequence type: protein or DNA. This allows you to explicitly override the programs attempt at guessing the type of the sequence. It is only useful if you are using sequences with a VERY strange composition.
OUTPUT
- Title β
OUTPUT - Description β (optional) clustalw supports
GCGorPHYLIPorPIRor Clustal format. See theBio::AlignIOmodules for which formats are supported by bioperl.
OUTFILE
- Title β
OUTFILE - Description β (optional) Name of clustalw output file. If not set module will erase output file. In any case alignment will be returned in the form of
SimpleAlignobjects
TRANSMIT
- Title β
TRANSMIT - Description β (optional) transitions not weighted. The default is to weight transitions as more favourable than other mismatches in DNA alignments. This switch makes all nucleotide mismatches equally weighted.
ok so those were the clustalw-side vibes, now here come the actual perl methods, and they're giving main character energy, no cap π
program_name
- Title β
program_name - Usage β
$factory>program_name() - Function β holds the program name
- Returns β string
- Args β None
program_dir
- Title β
program_dir - Usage β
$factory->program_dir(@params) - Function β returns the program directory, obtained from ENV variable.
- Returns β string
- Args β
version
- Title β
version - Usage β
exit if $prog->version() < 1.8 - Function β Determine the version number of the program
- Example β
- Returns β float or undef
- Args β none
run
- Title β
run - Usage β
($aln, $tree) = $factory->run($inputfilename);
($aln, $tree) = $factory->run($seq_array_ref);
- Function β Perform a multiple sequence alignment, generating a tree at the same time. (Like
align()andtree()combined.) - Returns β A
SimpleAlignobject containing the sequence alignment and aBio::Tree::Treeobject with the tree relating the sequences. - Args β Name of a file containing a set of unaligned fasta sequences or else an array of references to
Bio::Seqobjects.
align
- Title β
align - Usage β
$inputfilename = 't/data/cysprot.fa';
$aln = $factory->align($inputfilename);
or
$seq_array_ref = \@seq_array; # @seq_array is array of Seq objs
$aln = $factory->align($seq_array_ref);
- Function β Perform a multiple sequence alignment
- Returns β Reference to a
SimpleAlignobject containing the sequence alignment. - Args β Name of a file containing a set of unaligned fasta sequences or else an array of references to
Bio::Seqobjects.
Throws an exception if argument is not either a string (eg a filename) or a reference to an array of Bio::Seq objects. If argument is string, throws exception if file corresponding to string name can not be found. If argument is Bio::Seq array, throws exception if less than two sequence objects are in array.
bestie if you hand it something weird it WILL throw, and if your file doesn't exist it WILL throw, and if you give it fewer than two Seq objects it WILL throw. three ways to get yelled at, we love accountability π
profile_align
- Title β
profile_align - Usage β
$aln = $factory->profile_align(@simple_aligns);
or
$aln = $factory->profile_align(@subalignment_filenames);
- Function β Perform an alignment of 2 (sub)alignments
- Returns β Reference to a
SimpleAlignobject containing the (super)alignment. - Args β Names of 2 files containing the subalignments or references to 2
Bio::SimpleAlignobjects.
Throws an exception if arguments are not either strings (eg filenames) or references to SimpleAlign objects.
add_sequences
- Title β
add_sequences - Usage β
- Function β Align and add sequences into an alignment
- Example β
- Returns β Reference to a
SimpleAlignobject containing the (super)alignment. - Args β Names of 2 files, the first one containing an alignment and the second one containing sequences to be added or references to 2
Bio::SimpleAlignobjects.
Throws an exception if arguments are not either strings (eg filenames) or references to SimpleAlign objects.
tree
- Title β
tree - Usage β
@params = ('bootstrap' => 1000,
'tossgaps' => 1,
'kimura' => 1,
'seed' => 121,
'bootlabels'=> 'nodes',
'quiet' => 1);
$factory = Bio::Tools::Run::Alignment::Clustalw->new(@params);
$tree_obj = $factory->tree($aln_obj);
or
$tree_obj = $factory->tree($treefilename);
- Function β Retrieve a tree corresponding to the input
- Returns β
Bio::TreeIOobject - Args β
Bio::SimpleAlignor filename of a tree
footprint
- Title β
footprint - Usage β
@alns = $factory->footprint($treefilename, $window_size, $diff);
@alns = $factory->footprint($seqs_array_ref);
- Function β Aligns all the supplied sequences and slices out of the alignment those regions along a sliding window who's tree length differs significantly from the total average tree length.
- Returns β list of
Bio::SimpleAlignobjects - Args β first argument as per
run(), optional second argument to specify the size of the sliding window (default5bp) and optional third argument to specify the % difference from the total tree length needed for a window to be considered a footprint (default33%).
π FEEDBACK π
Mailing lists
User feedback is an integral part of the evolution of this and other Bioperl modules. Send your comments and suggestions preferably to the Bioperl mailing list. Your participation is much appreciated.
bioperl-l@bioperl.org - General discussion
http://bioperl.org/Support.html - About the mailing lists
Support
Please direct usage questions or support issues to the mailing list:
bioperl-l@bioperl.org
rather than to the module maintainer directly. Many experienced and reponsive experts will be able look at the problem and quickly address it. Please include a thorough description of the problem with code and data examples if at all possible.
fr fr, slide into the mailing list DMs first, not the maintainer's. the experts are literally right there and they're so helpful π«Ά
Reporting bugs
Report bugs to the Bioperl bug tracking system to help us keep track of the bugs and their resolution. Bug reports can be submitted via the web:
https://github.com/bioperl/bio-tools-run-alignment-clustalw/issues
π AUTHORS π
Peter Schattner <schattner@alum.mit.edu>
Jason Stajich <jason@bioperl.org>
Sendu Bala <bix@sendu.me.uk>
π COPYRIGHT π
This software is copyright (c) by Peter Schattner <schattner@alum.mit.edu>.
This software is available under the same terms as the perl 5 programming language system itself.
aaaand that's a wrap on the whole page, bestie!! πβ¨ this was the User Contributed Perl Documentation version of Bio::Tools::Run::Alignment::Clustalw(3pm), coming to you from perl v5.34.0 and dated 2022-05-28. go forth and align, you absolute icon ππ¦π
π¦ where this page comes from
- debian bookworm: libbio-tools-run-alignment-clustalw-perl 1.7.4-3 Β· Artistic-1.0-Perl OR GPL-1.0-or-later
- ubuntu noble: libbio-tools-run-alignment-clustalw-perl 1.7.4-3 Β· Artistic-1.0-Perl OR GPL-1.0-or-later
- π girlified by deepseek-ai/DeepSeek-V4.1-Flash on : a language model's rewrite of the original, under its terms