diff filter_by_human_phenotype_ontology_pipe @ 0:6411ca16916e default tip

initial commit
author Yusuf Ali <ali@yusuf.email>
date Wed, 25 Mar 2015 13:23:29 -0600
parents
children
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/filter_by_human_phenotype_ontology_pipe	Wed Mar 25 13:23:29 2015 -0600
@@ -0,0 +1,210 @@
+#!/usr/bin/env perl
+
+use strict;
+use warnings;
+
+my $quiet = 0;
+if(@ARGV and $ARGV[0] =~ /^-q/){
+  $quiet = 1;
+  shift @ARGV;
+}
+
+@ARGV == 4 or die "Usage: $0 [-q(uiet)] <human_phenotype_ontology_dir> <hgvs_annotated.txt> <output.txt> <query>\n",
+                  "Where query has the format \"this or that\", \"this and that\", etc.\n",
+                  "Human phenotype files are available from http://compbio.charite.de/svn/hpo/trunk/src/ontology/human-phenotype-ontology.obo and genes_to_phenotype.txt\n";
+
+my $hpo_dir = shift @ARGV;
+my $obo_file = "$hpo_dir/human-phenotype-ontology.obo";
+my $gene_pheno_file = "$hpo_dir/genes_to_phenotype.txt";
+my $hgvs_file = shift @ARGV;
+my $out_file = shift @ARGV;
+my $query = shift @ARGV;
+
+# Below is a list of ontology terms with definitions including hyponyms and meronyms, so only match text on title so as not to get too many false positives 
+my %problematic = qw(HP:0003271 Visceromegaly
+                     HP:0000246 Sinusitis);
+# Ontology terms with HPO in the free text, leading to nasty overmatching when searching for gene HPO
+my %self_referencing = (
+       "HP:0000118" => "Phenotypic abnormality",
+       "HP:0000455" => "Broad nasal tip",
+       "HP:0000968" => "Ectodermal dysplasia",
+       "HP:0002652" => "Skeletal dysplasia",
+       "HP:0003812" => "Phenotypic variability",
+       "HP:0003828" => "Variable expressivity",
+       "HP:0003829" => "Incomplete penetrance",
+       "HP:0004472" => "Mandibular hyperostosis",
+       "HP:0004495" => "Thin anteverted nares",
+       "HP:0005286" => "Hypoplastic, notched nares",
+       "HP:0005321" => "Mandibulofacial dysostosis",
+       "HP:0005871" => "Metaphyseal chondrodysplasia",
+       "HP:0007589" => "Aplasia cutis congenita on trunk or limbs",
+       "HP:0007819" => "Presenile cataracts");
+
+# Ignore metadata field words, so we can properly match gene names like HPO :-)
+my %stop_words = ("name:" => 1,
+                  "HPO:" => 1,
+                  "alt_id:" => 1,
+                  "def:" => 1,
+                  "synonym:" => 1,
+                  "EXACT" => 1,
+                  "xref:" => 1,
+                  "UMLS:" => 1,
+                  "is_a:" => 1,
+                  "created_by:" => 1,
+                  "comment:" => 1,
+                  "creation_date:" => 1);
+
+# convert the query to a regex
+my $orig_query = $query;
+my $and_query = 0;
+$query =~ s/\(\s*.+?\s*\)/my $s=$&;$s=~s(\s+or\s+)(|)g; $s/eg;
+if($query =~ s/(\S+)\s+and\s+(\S+)/(?:$1.*?$2|$2.*?$1)/gi){
+  $and_query = 1;
+}
+$query =~ s/\s+or\s+/|/gi;
+$query =~ s/\b([a-z])([a-z]+\b)/"[".uc($1)."$1]$2"/eg; # allow title case match in regex for letter only lower case words, otherwise make case sensitive as assuming gene name
+#print STDERR "Query regex is $query\n" unless $quiet;
+
+
+open(OBO, $obo_file)
+  or die "Cannot open $obo_file for reading: $!\n";
+my %matched_pheno_ids;
+my %pheno_id2subtypes;
+my %pheno_id2name;
+my $record_count;
+$/ = "\n[Term]\n";
+<OBO>; # chuck header
+while(<OBO>){
+  next unless /^id:\s*(HP:\d+)/s;
+  my $id = $1;
+  next unless /\nname:\s*(.+?)\s*\n/s;
+  my $name = $1;
+  $pheno_id2name{$id} = $name;
+  $record_count++;
+  while(/\nis_a:\s*(HP:\d+)/g){
+    my $parent_id = $1;
+    $pheno_id2subtypes{$parent_id} = [] unless exists $pheno_id2subtypes{$parent_id};
+    push @{$pheno_id2subtypes{$parent_id}}, $id;
+  }
+  s/(UMLS:\S+\s+")(.+?)(?=")/$1.lc($2)/eg;
+  if(exists $problematic{$id}){ # for overmatching terms due to their descriptions (hyponyms and meronyms included in 
+                                # parent entry), only match the title to not generate too many false poositives
+    while($name =~ /\b($query)(\S*?:?)/go){
+      next if exists $stop_words{$1.$2};
+      my $match = $1;
+      $match =~ tr/\t\n/  /;
+      $match =~ s/\s{2,}/ /g;
+      if(not exists $matched_pheno_ids{$id}){
+        $matched_pheno_ids{$id} = $match;
+      } 
+      elsif($matched_pheno_ids{$id} !~ /$match/){
+        $matched_pheno_ids{$id} .= "; $match";
+      }
+    }
+  }
+  else{ # normally, match anywhere in the entry
+    while(/\b($query)(\S*?:?)/go){
+      next if defined $2 and exists $stop_words{$1.$2} or $1 eq "HPO" and $self_referencing{$id};
+      my $match = $1;
+      $match =~ tr/\t\n/  /;
+      $match =~ s/\s{2,}/ /g;
+      if(not exists $matched_pheno_ids{$id}){
+        $matched_pheno_ids{$id} = $match;
+      } 
+      elsif($matched_pheno_ids{$id} !~ /\Q$match\E/){
+        $matched_pheno_ids{$id} .= "; $match";
+      }
+      #print STDERR "Match $match for $_\n";
+    }
+  }
+}
+close(OBO);
+#print STDERR "Found ", scalar(keys %matched_pheno_ids), "/$record_count phenotype ontology terms matching the query\n";
+
+
+# Implements term subsumption
+my @matched_pheno_ids = keys %matched_pheno_ids;
+for(my $i = 0; $i <= $#matched_pheno_ids; $i++){
+  my $pheno_id = $matched_pheno_ids[$i];
+  next unless exists $pheno_id2subtypes{$pheno_id};
+  for my $sub_type_id (@{$pheno_id2subtypes{$pheno_id}}){
+    if(not exists $matched_pheno_ids{$sub_type_id}){
+      $matched_pheno_ids{$sub_type_id} = $matched_pheno_ids{$pheno_id};
+      push @matched_pheno_ids, $sub_type_id;
+    }
+  }
+}
+
+$/="\n"; # record separator
+my %gene2pheno_ids;
+# Format: entrez-gene-id<tab>entrez-gene-symbol<tab>HPO-Term-Name<tab>HPO-Term-ID
+open(PHENO, $gene_pheno_file)
+  or die "Cannot open $gene_pheno_file for reading: $!\n";
+while(<PHENO>){
+  chomp;
+  my @F = split /\t/, $_;
+  next unless $#F > 2; # does it have the phenotype id field?
+  my $gene = $F[1];
+  my $pheno_id = $F[3];
+  $gene2pheno_ids{$gene} = [] unless exists $gene2pheno_ids{$gene};
+  push @{$gene2pheno_ids{$gene}}, $pheno_id;
+}
+
+# remove genes if they don't have a matching phenotype
+for my $gene (keys %gene2pheno_ids){
+  my $keep = 0;
+  for my $pheno_id (@{$gene2pheno_ids{$gene}}){
+    if(exists $matched_pheno_ids{$pheno_id}){
+      $keep = 1;
+      last;
+    }
+  }
+  delete $gene2pheno_ids{$gene} unless $keep;
+}
+#print STDERR "Found ", scalar(keys %gene2pheno_ids), " genes with human phenotype ontology terms matching the query\n" unless $quiet;
+
+$/ = "\n"; # one line at, a time from the HGVS file please!
+open(HGVS, $hgvs_file)
+  or die "Cannot open $hgvs_file for reading: $!\n";
+my $header = <HGVS>;
+chomp $header;
+my @header_columns = split /\t/, $header;
+my $gene_name_column;
+for(my $i = 0; $i <= $#header_columns; $i++){
+  if($header_columns[$i] eq "Gene Name"){
+    $gene_name_column = $i;
+  }
+}
+if(not defined $gene_name_column){
+  die "Could not find 'Gene Name' column in the input header, aborting\n";
+}
+open(OUT, ">$out_file")
+  or die "Cannot open $out_file for writing: $!\n";
+print OUT "$header\tHuman Phenotypes (matching $orig_query)\tHuman Phenotypes (other)\n";
+
+# Check if any of the variants in the annotated HGVS table are in knockout genes matching the target phenotypes list
+while(<HGVS>){
+  chomp;
+  my @F = split /\t/, $_, -1;
+  my (@target_phenos, @other_phenos);
+  for my $gene_name (split /\s*;\s*/, $F[$gene_name_column]){
+    next unless exists $gene2pheno_ids{$gene_name};
+    for my $id (@{$gene2pheno_ids{$gene_name}}){
+      next unless exists $pheno_id2name{$id};
+      if(exists $matched_pheno_ids{$id}){
+        push @target_phenos, $pheno_id2name{$id}."($matched_pheno_ids{$id})";
+      }
+      else{
+        push @other_phenos, $pheno_id2name{$id};
+      }
+    }
+  }
+  if(@target_phenos){
+    print OUT join("\t", @F, join("; ", @target_phenos), join("; ", @other_phenos)), "\n";
+  }
+  else{
+    print OUT join("\t", @F, "", ""), "\n";
+  }
+}
+close(OUT);
+close(HGVS);