Bio::Search::Tiling::MapTiling(3pm) | User Contributed Perl Documentation | Bio::Search::Tiling::MapTiling(3pm) |
NAME¶
Bio::Search::Tiling::MapTiling - An implementation of an HSP tiling algorithm, with methods to obtain frequently-requested statistics
SYNOPSIS¶
# get a BLAST $hit from somewhere, then $tiling = Bio::Search::Tiling::MapTiling->new($hit); # stats $numID = $tiling->identities(); $numCons = $tiling->conserved(); $query_length = $tiling->length('query'); $subject_length = $tiling->length('subject'); # or... $subject_length = $tiling->length('hit'); # get a visual on the coverage map print $tiling->coverage_map_as_text('query',$context,'LEGEND'); # tilings $context = $tiling->_context( -type => 'subject', -strand=> 1, -frame=>1); @covering_hsps_for_subject = $tiling->next_tiling('subject',$context); $context = $tiling->_context( -type => 'query', -strand=> -1, -frame=>0); @covering_hsps_for_query = $tiling->next_tiling('query', $context);
DESCRIPTION¶
Frequently, users want to use a set of high-scoring pairs (HSPs) obtained from a BLAST or other search to assess the overall level of identity, conservation, or coverage represented by matches between a subject and a query sequence. Because a set of HSPs frequently describes multiple overlapping sequence fragments, a simple summation of statistics over the HSPs will generally overestimate those statistics. To obtain an accurate estimate of global hit statistics, a 'tiling' of HSPs onto either the subject or the query sequence must be performed, in order to properly correct for this.
This module will execute a tiling algorithm on a given hit based on an interval decomposition I'm calling the "coverage map". Internal object methods compute the various statistics, which are then stored in appropriately-named public object attributes. See Bio::Search::Tiling::MapTileUtils for more info on the algorithm.
STRAND/FRAME CONTEXTS¶
In BLASTX, TBLASTN, and TBLASTX reports, strand and frame information are reported for the query, subject, or query and subject, respectively, for each HSP. Tilings for these sequence types are only meaningful when they include HSPs in the same strand and frame, or "context". So, in these situations, the context must be specified in the method calls or the methods will throw.
Contexts are specified as strings: "[ 'all' | [m|p][_|0|1|2] ]", where "all" = all HSPs (will throw if context must be specified), "m" = minus strand, "p" = plus strand, and "_" = no frame info, "0,1,2" = respective (absolute) frame. The "_make_context_key" method will convert a (strand, frame) specification to a context string, e.g.:
$context = $self->_context(-type=>'query', -strand=>-1, -frame=>-2);
returns "m2".
The contexts present among the HSPs in a hit are identified and stored for convenience upon object construction. These are accessed off the object with the "contexts" method. If contexts don't apply for the given report, this returns "('all')".
TILED ALIGNMENTS¶
The experimental method "get_tiled_alns" in ALIGNMENTS will use a tiling to concatenate tiled hsps into a series of Bio::SimpleAlign objects:
@alns = $tiling->get_tiled_alns($type, $context);
Each alignment contains two sequences with ids 'query' and 'subject', and consists of a concatenation of tiling HSPs which overlap or are directly adjacent. The alignment are returned in $type sequence order. When HSPs overlap, the alignment sequence is taken from the HSP which comes first in the coverage map array.
The sequences in each alignment contain features (even though they are Bio::LocatableSeq objects) which map the original query/subject coordinates to the new alignment sequence coordinates. You can determine the original BLAST fragments this way:
$aln = ($tiling->get_tiled_alns)[0]; $qseq = $aln->get_seq_by_id('query'); $hseq = $aln->get_seq_by_id('subject'); foreach my $feat ($qseq->get_SeqFeatures) { $org_start = ($feat->get_tag_values('query_start'))[0]; $org_end = ($feat->get_tag_values('query_end'))[0]; # original fragment as represented in the tiled alignment: $org_fragment = $feat->seq; } foreach my $feat ($hseq->get_SeqFeatures) { $org_start = ($feat->get_tag_values('subject_start'))[0]; $org_end = ($feat->get_tag_values('subject_end'))[0]; # original fragment as represented in the tiled alignment: $org_fragment = $feat->seq; }
DESIGN NOTE¶
The major calculations are made just-in-time, and then memoized. So, for example, for a given MapTiling object, a coverage map would usually be calculated only once (for the query), and at most twice (if the subject perspective is also desired), and then only when a statistic is first accessed. Afterward, the map and/or any statistic is read from storage. So feel free to call the statistic methods frequently if it suits you.
FEEDBACK¶
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/wiki/Mailing_lists - 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.
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/bioperl-live/issues
AUTHOR - Mark A. Jensen¶
Email maj -at- fortinbras -dot- us
APPENDIX¶
The rest of the documentation details each of the object methods. Internal methods are usually preceded with a _
CONSTRUCTOR¶
new¶
Title : new Usage : my $obj = new Bio::Search::Tiling::GenericTiling(); Function: Builds a new Bio::Search::Tiling::GenericTiling object Returns : an instance of Bio::Search::Tiling::GenericTiling Args : -hit => $a_Bio_Search_Hit_HitI_object general filter function: -hsp_filter => sub { my $this_hsp = shift; ...; return 1 if $wanted; return 0; }
TILING ITERATORS¶
next_tiling¶
Title : next_tiling Usage : @hsps = $self->next_tiling($type); Function: Obtain a tiling: a minimal set of HSPs covering the $type ('hit', 'subject', 'query') sequence Example : Returns : an array of HSPI objects Args : scalar $type: one of 'hit', 'subject', 'query', with 'subject' an alias for 'hit'
rewind_tilings¶
Title : rewind_tilings Usage : $self->rewind_tilings($type) Function: Reset the next_tilings($type) iterator Example : Returns : True on success Args : scalar $type: one of 'hit', 'subject', 'query'; default is 'query'
ALIGNMENTS¶
get_tiled_alns()¶
Title : get_tiled_alns Usage : @alns = $tiling->get_tiled_alns($type, $context) Function: Use a tiling to construct a minimal set of alignment objects covering the region specified by $type/$context by splicing adjacent HSP tiles Returns : an array of Bio::SimpleAlign objects; see Note below Args : scalar $type: one of 'hit', 'subject', 'query' default is 'query' scalar $context: strand/frame context string Following $type and $context, an array of ordered, tiled HSP objects can be specified; this is the tiling that will directly the alignment construction default -- the first tiling provided by a tiling iterator Notes : Each returned alignment is a concatenation of adjacent tiles. The set of alignments will cover all regions described by the $type/$context pair in the hit. The pair of sequences in each alignment have ids 'query' and 'subject', and each sequence possesses SeqFeatures that map the original query or subject coordinates to the sequence coordinates in the tiled alignment.
STATISTICS¶
identities¶
Title : identities Usage : $tiling->identities($type, $action, $context) Function: Retrieve the calculated number of identities for the invocant Example : Returns : value of identities (a scalar) Args : scalar $type: one of 'hit', 'subject', 'query' default is 'query' option scalar $action: one of 'exact', 'est', 'fast', 'max' default is 'exact' option scalar $context: strand/frame context string Note : getter only
conserved¶
Title : conserved Usage : $tiling->conserved($type, $action) Function: Retrieve the calculated number of conserved sites for the invocant Example : Returns : value of conserved (a scalar) Args : scalar $type: one of 'hit', 'subject', 'query' default is 'query' option scalar $action: one of 'exact', 'est', 'fast', 'max' default is 'exact' option scalar $context: strand/frame context string Note : getter only
length¶
Title : length Usage : $tiling->length($type, $action, $context) Function: Retrieve the total length of aligned residues for the seq $type Example : Returns : value of length (a scalar) Args : scalar $type: one of 'hit', 'subject', 'query' default is 'query' option scalar $action: one of 'exact', 'est', 'fast', 'max' default is 'exact' option scalar $context: strand/frame context string Note : getter only
frac¶
Title : frac Usage : $tiling->frac($type, $denom, $action, $context, $method) Function: Return the fraction of sequence length consisting of desired kinds of pairs (given by $method), with respect to $denom Returns : scalar float Args : -type => one of 'hit', 'subject', 'query' -denom => one of 'total', 'aligned' -action => one of 'exact', 'est', 'fast', 'max' -context => strand/frame context string -method => one of 'identical', 'conserved' Note : $denom == 'aligned', return desired_stat/num_aligned $denom == 'total', return desired_stat/_reported_length (i.e., length of the original input sequences) Note : In keeping with the spirit of Bio::Search::HSP::HSPI, reported lengths of translated dna are reduced by a factor of 3, to provide fractions relative to amino acid coordinates.
frac_identical¶
Title : frac_identical Usage : $tiling->frac_identical($type, $denom, $action, $context) Function: Return the fraction of sequence length consisting of identical pairs, with respect to $denom Returns : scalar float Args : -type => one of 'hit', 'subject', 'query' -denom => one of 'total', 'aligned' -action => one of 'exact', 'est', 'fast', 'max' -context => strand/frame context string Note : $denom == 'aligned', return conserved/num_aligned $denom == 'total', return conserved/_reported_length (i.e., length of the original input sequences) Note : In keeping with the spirit of Bio::Search::HSP::HSPI, reported lengths of translated dna are reduced by a factor of 3, to provide fractions relative to amino acid coordinates. Note : This an alias that calls frac()
frac_conserved¶
Title : frac_conserved Usage : $tiling->frac_conserved($type, $denom, $action, $context) Function: Return the fraction of sequence length consisting of conserved pairs, with respect to $denom Returns : scalar float Args : -type => one of 'hit', 'subject', 'query' -denom => one of 'total', 'aligned' -action => one of 'exact', 'est', 'fast', 'max' -context => strand/frame context string Note : $denom == 'aligned', return conserved/num_aligned $denom == 'total', return conserved/_reported_length (i.e., length of the original input sequences) Note : In keeping with the spirit of Bio::Search::HSP::HSPI, reported lengths of translated dna are reduced by a factor of 3, to provide fractions relative to amino acid coordinates. Note : This an alias that calls frac()
frac_aligned¶
Title : frac_aligned Aliases : frac_aligned_query - frac_aligned(-type=>'query',...) frac_aligned_hit - frac_aligned(-type=>'hit',...) Usage : $tiling->frac_aligned(-type=>$type, -action=>$action, -context=>$context) Function: Return the fraction of input sequence length that was aligned by the algorithm Returns : scalar float Args : -type => one of 'hit', 'subject', 'query' -action => one of 'exact', 'est', 'fast', 'max' -context => strand/frame context string
num_aligned¶
Title : num_aligned Usage : $tiling->num_aligned(-type=>$type) Function: Return the number of residues of sequence $type that were aligned by the algorithm Returns : scalar int Args : -type => one of 'hit', 'subject', 'query' -action => one of 'exact', 'est', 'fast', 'max' -context => strand/frame context string Note : Since this is calculated from reported coordinates, not symbol string counts, it is already in terms of "logical length" Note : Aliases length()
num_unaligned¶
Title : num_unaligned Usage : $tiling->num_unaligned(-type=>$type) Function: Return the number of residues of sequence $type that were left unaligned by the algorithm Returns : scalar int Args : -type => one of 'hit', 'subject', 'query' -action => one of 'exact', 'est', 'fast', 'max' -context => strand/frame context string Note : Since this is calculated from reported coordinates, not symbol string counts, it is already in terms of "logical length"
range¶
Title : range Usage : $tiling->range(-type=>$type) Function: Returns the extent of the longest tiling as ($min_coord, $max_coord) Returns : array of two scalar integers Args : -type => one of 'hit', 'subject', 'query' -context => strand/frame context string
ACCESSORS¶
coverage_map¶
Title : coverage_map Usage : $map = $tiling->coverage_map($type) Function: Property to contain the coverage map calculated by _calc_coverage_map() - see that for details Example : Returns : value of coverage_map_$type as an array Args : scalar $type: one of 'hit', 'subject', 'query' default is 'query' Note : getter
coverage_map_as_text¶
Title : coverage_map_as_text Usage : $tiling->coverage_map_as_text($type, $legend_flag) Function: Format a text-graphic representation of the coverage map Returns : an array of scalar strings, suitable for printing Args : $type: one of 'query', 'hit', 'subject' $context: strand/frame context string $legend_flag: boolean; add a legend indicating the actual interval coordinates for each component interval and hsp (in the $type sequence context) Example : print $tiling->coverage_map_as_text('query',1);
hit¶
Title : hit Usage : $tiling->hit Function: Example : Returns : The HitI object associated with the invocant Args : none Note : getter only
hsps¶
Title : hsps Usage : $tiling->hsps() Function: Container for the HSP objects associated with invocant Example : Returns : an array of hsps associated with the hit Args : on set, new value (an arrayref or undef, optional)
contexts¶
Title : contexts Usage : @contexts = $tiling->context($type) or @indices = $tiling->context($type, $context) Function: Retrieve the set of available contexts in the hit, or the indices of hsps having the given context (integer indices for the array returned by $self->hsps) Returns : array of scalar context strings or array of scalar positive integers undef if no hsps in given context Args : $type: one of 'query', 'hit', 'subject' optional $context: context string
mapping¶
Title : mapping Usage : $tiling->mapping($type) Function: Retrieve the mapping coefficient for the sequence type based on the underlying algorithm Returns : scalar integer (mapping coefficient) Args : $type: one of 'query', 'hit', 'subject' Note : getter only (set in constructor)
default_context¶
Title : default_context Usage : $tiling->default_context($type) Function: Retrieve the default strand/frame context string for the sequence type based on the underlying algorithm Returns : scalar string (context string) Args : $type: one of 'query', 'hit', 'subject' Note : getter only (set in constructor)
algorithm¶
Title : algorithm Usage : $tiling->algorithm Function: Retrieve the algorithm name associated with the invocant's hit object Returns : scalar string Args : none Note : getter only (set in constructor)
"PRIVATE" METHODS¶
Calculators¶
See Bio::Search::Tiling::MapTileUtils for lower level calculation methods.
_calc_coverage_map¶
Title : _calc_coverage_map Usage : $tiling->_calc_coverage_map($type) Function: Calculates the coverage map for the object's associated hit from the perspective of the desired $type (see Args:) and sets the coverage_map() property Returns : True on success Args : optional scalar $type: one of 'hit'|'subject'|'query' default is 'query' Note : The "coverage map" is an array with the following format: ( [ $component_interval => [ @containing_hsps ] ], ... ), where $component_interval is a closed interval (see DESCRIPTION) of the form [$a0, $a1] with $a0 <= $a1, and @containing_hsps is an array of all HspI objects in the hit which completely contain the $component_interval. The set of $component_interval's is a disjoint decomposition of the minimum set of minimal intervals that completely cover the hit's HSPs (from the perspective of the $type) Note : This calculates the map for all strand/frame contexts available in the hit
_calc_stats¶
Title : _calc_stats Usage : $tiling->_calc_stats($type, $action, $context) Function: Calculates [estimated] tiling statistics (identities, conserved sites length) and sets the public accessors Returns : True on success Args : scalar $type: one of 'hit', 'subject', 'query' default is 'query' optional scalar $action: requests calculation method currently one of 'exact', 'est', 'fast', 'max' option scalar $context: strand/frame context string Note : Action: The statistics are calculated by summing quantities over the disjoint component intervals, taking into account coverage of those intervals by multiple HSPs. The action tells the algorithm how to obtain those quantities-- 'exact' will use Bio::Search::HSP::HSPI::matches to count the appropriate segment of the homology string; 'est' will estimate the statistics by multiplying the fraction of the HSP overlapped by the component interval (see MapTileUtils) by the BLAST-reported identities/postives (this may be convenient for BLAST summary report formats) * Both exact and est take the average over the number of HSPs that overlap the component interval. 'max' uses the exact method to calculate the statistics, and returns only the maximum identites/positives over overlapping HSP for the component interval. No averaging is involved here. 'fast' doesn't involve tiling at all (hence the name), but it seems like a very good estimate, and uses only reported values, and so does not require sequence data. It calculates an average of reported identities, conserved sites, and lengths, over unmodified hsps in the hit, weighted by the length of the hsps.
Tiling Helper Methods¶
_make_tiling_iterator¶
Title : _make_tiling_iterator Usage : $self->_make_tiling_iterator($type) Function: Create an iterator code ref that will step through all minimal combinations of HSPs that produce complete coverage of the $type ('hit', 'subject', 'query') sequence, and set the correct iterator property of the invocant Example : Returns : The iterator Args : scalar $type, one of 'hit', 'subject', 'query'; default is 'query'
_tiling_iterator¶
Title : _tiling_iterator Usage : $tiling->_tiling_iterator($type,$context) Function: Retrieve the tiling iterator coderef for the requested $type ('hit', 'subject', 'query') Example : Returns : coderef to the desired iterator Args : scalar $type, one of 'hit', 'subject', 'query' default is 'query' option scalar $context: strand/frame context string Note : getter only
Construction Helper Methods¶
See also Bio::Search::Tiling::MapTileUtils.
_make_context_key¶
Title : _make_context_key Alias : _context Usage : $tiling->_make_context_key(-strand => $strand, -frame => $frame) Function: create a string indicating strand/frame context; serves as component of memoizing hash keys Returns : scalar string Args : -type => one of ('query', 'hit', 'subject') -strand => one of (1,0,-1) -frame => one of (-2, 1, 0, 1, -2) called w/o args: returns 'all'
_context¶
Title : _context Alias : _make_context_key Usage : $tiling->_make_context_key(-strand => $strand, -frame => $frame) Function: create a string indicating strand/frame context; serves as component of memoizing hash keys Returns : scalar string Args : -type => one of ('query', 'hit', 'subject') -strand => one of (1,0,-1) -frame => one of (-2, 1, 0, 1, -2) called w/o args: returns 'all'
Predicates¶
Most based on a reading of the algorithm name with a configuration lookup.
- _has_sequence_data()
- _has_logical_length()
- _has_strand()
- _has_frame()
Private Accessors¶
_contig_intersection¶
Title : _contig_intersection Usage : $tiling->_contig_intersection($type) Function: Return the minimal set of $type coordinate intervals covered by the invocant's HSPs Returns : array of intervals (2-member arrayrefs; see MapTileUtils) Args : scalar $type: one of 'query', 'hit', 'subject'
_reported_length¶
Title : _reported_length Usage : $tiling->_reported_length($type) Function: Get the total length of the seq $type for the invocant's hit object, as reported by (not calculated from) the input data file Returns : scalar int Args : scalar $type: one of 'query', 'hit', 'subject' Note : This is kludgy; the hit object does not currently maintain accessors for these values, but the hsps possess these attributes. This is a wrapper that allows a consistent access method in the MapTiling code. Note : Since this number is based on a reported length, it is already a "logical length".
2021-08-15 | perl v5.32.1 |