# encoding: utf-8 require 'bio' require 'forwardable' module Cheripic # Custom error handling for Variants class class VariantsError < CheripicError; end # A Variants object for each analysis pipeline that stores # assembly details and extracts pileups for each contig # assembly and pileup details are stored as # hashes of Contig and ContigPileups objects # # @!attribute [r] assembly # @return [Hash] a hash of contig ids from assembly as keys and respective Contig objects as values # @!attribute [r] pileups # @return [Hash] a hash of contig ids from assembly as keys and respective ContigPileups objects as values # @!attribute [r] hmes_frags # @return [Hash] a hash of contigs with selected hme score, a subset of assembly hash # @!attribute [r] bfr_frags # @return [Hash] a hash of contigs with selected bfr score, a subset of assembly hash # @!attribute [r] pileups_analyzed # @return [Boolean] a Boolean option to check if pileups for the assembly are analyzed or not class Variants include Enumerable extend Forwardable def_delegators :@assembly, :each, :each_key, :each_value, :size, :length, :[] attr_reader :assembly, :pileups, :hmes_frags, :bfr_frags, :pileups_analyzed # creates a Variants object using user input files # @param options [Hash] a hash of required input files as keys and file paths as values def initialize(options) @params = options @assembly = {} @pileups = {} Bio::FastaFormat.open(@params.assembly).each do |entry| if entry.seq.length == 0 logger.error "No sequence found for entry #{entry.entry_id}" raise VariantsError end contig = Contig.new(entry) if @assembly.key?(contig.id) logger.error "fasta id already found in the file for #{contig.id}" logger.error 'make sure there are no duplicate entries in the fasta file' raise VariantsError end @assembly[contig.id] = contig @pileups[contig.id] = ContigPileups.new(contig.id) end @pileups_analyzed = false end # Reads and store pileup data for each of input bulk and parents pileup files # And sets pileups_analyzed to true that pileups files are processed def analyse_pileups @bg_bulk = @params.bg_bulk @mut_parent = @params.mut_parent @bg_parent = @params.bg_parent %i{mut_bulk bg_bulk mut_parent bg_parent}.each do | input | infile = @params[input] if infile != '' extract_pileup(infile, input) end end @pileups_analyzed = true end # Input pileup file is read and positions are selected that pass the thresholds # @param pileupfile [String] path to the pileup file to read # @param sym [Symbol] Symbol of the pileup file used to write selected variants # pileup information to respective ContigPileups object def extract_pileup(pileupfile, sym) # read mpileup file and process each variant File.foreach(pileupfile) do |line| pileup = Pileup.new(line) if pileup.is_var contig_obj = @pileups[pileup.ref_name] contig_obj.send(sym).store(pileup.pos, pileup) end end end # Once pileup files are analysed and variants are extracted from each bulk; # bulks are compared to identify and isolate variants for downstream analysis. # If polyploidy set to trye and mut_parent and bg_parent bulks are provided # hemisnps in parents are extracted for bulk frequency ratio analysis def compare_pileups unless @pileups_analyzed self.analyse_pileups end @assembly.each_key do | id | contig = @assembly[id] # extract parental hemi snps for polyploids before bulks are compared if @mut_parent != '' or @bg_parent != '' @pileups[id].hemisnps_in_parent end contig.hm_pos, contig.ht_pos, contig.hemi_pos = @pileups[id].bulks_compared end end # From Assembly contig objects, contigs are selected based on user selected options # for homozygosity enrichment score (hme_score) def hmes_frags # calculate every time method gets called @hmes_frags = select_contigs(:hme_score) end # From Assembly contig objects, contigs are selected based on user selected options # for bulk frequency ratio (bfr_score) def bfr_frags unless defined?(@bfr_frags) @bfr_frags = select_contigs(:bfr_score) end @bfr_frags end # Applies selection procedure on assembly contigs based on the ratio_type provided. # If use_all_contigs is set to false then contigs without any variant are discarded for :hme_score # while contigs without any hemisnps are discarded for :bfr_score # If include_low_hmes is set to false then contigs are further filtered based on a cut off value of the score # @param ratio_type [Symbol] ratio_type is either :hme_score or :bfr_score def select_contigs(ratio_type) selected_contigs ={} use_all_contigs = Options.use_all_contigs @assembly.each_key do | frag | if use_all_contigs selected_contigs[frag] = @assembly[frag] else if ratio_type == :hme_score # selecting fragments which have a variant if @assembly[frag].hm_num + @assembly[frag].ht_num > 2 * Options.hmes_adjust selected_contigs[frag] = @assembly[frag] end else # ratio_type == :bfr_score # in polyploidy scenario selecting fragments with at least one bfr position if @assembly[frag].hemi_num > 0 selected_contigs[frag] = @assembly[frag] end end end end selected_contigs = filter_contigs(selected_contigs, ratio_type) if use_all_contigs logger.info "No filtering was applied to fragments\n" else logger.info "Selected #{selected_contigs.length} out of #{@assembly.length} fragments with #{ratio_type} score\n" end selected_contigs end # Filters out contigs below a cutoff for selected ratio_type # a cutoff value is calculated based on ratio_type provided # @param ratio_type [Symbol] ratio_type is either :hme_score or :bfr_score # @param selected_contigs [Hash] a hash of contigs with selected ratio_type, a subset of assembly hash def filter_contigs(selected_contigs, ratio_type) cutoff = get_cutoff(selected_contigs, ratio_type) selected_contigs.each_key do | frag | if selected_contigs[frag].send(ratio_type) < cutoff selected_contigs.delete(frag) end end selected_contigs end # Cut off value calculation used to filter out low scored contigs. # # @param ratio_type [Symbol] ratio_type is either :hme_score or :bfr_score # @param selected_contigs [Hash] a hash of contigs with selected ratio_type, a subset of assembly hash def get_cutoff(selected_contigs, ratio_type) include_low_hmes = Options.include_low_hmes # set minimum cut off hme_score or bfr_score to pick fragments with variants # calculate min hme score for back or out crossed data or bfr_score for polypoidy data # if no filtering applied set cutoff to 1.1 if include_low_hmes cutoff = 0.0 else if ratio_type == :hme_score adjust = Options.hmes_adjust if Options.cross_type == 'back' cutoff = (1.0/adjust) + 1.0 else # outcross cutoff = (2.0/adjust) + 1.0 end else # ratio_type is bfr_score cutoff = bfr_cutoff(selected_contigs) end end cutoff end # Cut off value calculation for bfr contigs. # ratio value at index 0.1% length of an array or at index zero of an array that contains decreasing order of bfr ratios # @param selected_contigs [Hash] a hash of contigs with selected bfr score, a subset of assembly hash def bfr_cutoff(selected_contigs, prop=0.1) ratios = [] selected_contigs.each_key do | frag | ratios << selected_contigs[frag].bfr_score end ratios.sort!.reverse! index = (ratios.length * prop)/100 # set a minmum index to get at least one contig if index < 1 index = 1 end ratios[index - 1] end # Method is to discard homozygous variant positions for which background bulk # pileup shows a fraction value higher than 0.35 for variant allele/non-reference allele # a recessive variant is expected to have 1/3rd frequency in background bulk def verify_bg_bulk_pileup unless defined?(@hmes_frags) self.hmes_frags end @hmes_frags.each_key do | frag | positions = @assembly[frag].hm_pos.keys contig_pileup_obj = @pileups[frag] positions.each do | pos | if contig_pileup_obj.mut_bulk.key?(pos) mut_pileup = contig_pileup_obj.mut_bulk[pos] if mut_pileup.is_var if contig_pileup_obj.bg_bulk.key?(pos) bg_pileup = contig_pileup_obj.bg_bulk[pos] if bg_pileup.non_ref_ratio > 0.35 @assembly[frag].hm_pos.delete(pos) end end else # this should not happen, may be catch as as an error @assembly[frag].hm_pos.delete(pos) end else # this should not happen, may be catch as as an error @assembly[frag].hm_pos.delete(pos) end end end # recalculate hmes_frags once pileups are verified self.hmes_frags end end # Variants end # Cheripic