Mercurial > repos > jjohnson > ensembl_cdna_translate
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author | jjohnson |
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date | Thu, 14 Dec 2017 13:35:00 -0500 |
parents | 5c92d0be6514 |
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#!/usr/bin/env python """ # #------------------------------------------------------------------------------ # University of Minnesota # Copyright 2016, Regents of the University of Minnesota #------------------------------------------------------------------------------ # Author: # # James E Johnson # #------------------------------------------------------------------------------ """ import sys from Bio.Seq import reverse_complement, translate def bed_from_line(line,ensembl=False): fields = line.rstrip('\r\n').split('\t') if len(fields) < 12: return None (chrom, chromStart, chromEnd, name, score, strand, thickStart, thickEnd, itemRgb, blockCount, blockSizes, blockStarts) = fields[0:12] bed_entry = BedEntry(chrom=chrom, chromStart=chromStart, chromEnd=chromEnd, name=name, score=score, strand=strand, thickStart=thickStart, thickEnd=thickEnd, itemRgb=itemRgb, blockCount=blockCount, blockSizes=blockSizes.rstrip(','), blockStarts=blockStarts.rstrip(',')) if ensembl and len(fields) >= 20: bed_entry.second_name = fields[12] bed_entry.cds_start_status = fields[13] bed_entry.cds_end_status = fields[14] bed_entry.exon_frames = fields[15].rstrip(',') bed_entry.biotype = fields[16] bed_entry.gene_name = fields[17] bed_entry.second_gene_name = fields[18] bed_entry.gene_type = fields[19] return bed_entry class BedEntry( object ): def __init__(self, chrom=None, chromStart=None, chromEnd=None, name=None, score=None, strand=None, thickStart=None, thickEnd=None, itemRgb=None, blockCount=None, blockSizes=None, blockStarts=None): self.chrom = chrom self.chromStart = int(chromStart) self.chromEnd = int(chromEnd) self.name = name self.score = int(score) if score is not None else 0 self.strand = '-' if str(strand).startswith('-') else '+' self.thickStart = int(thickStart) if thickStart else self.chromStart self.thickEnd = int(thickEnd) if thickEnd else self.chromEnd self.itemRgb = str(itemRgb) if itemRgb is not None else r'100,100,100' self.blockCount = int(blockCount) if isinstance(blockSizes, str) or isinstance(blockSizes, unicode): self.blockSizes = [int(x) for x in blockSizes.split(',')] elif isinstance(blockSizes, list): self.blockSizes = [int(x) for x in blockSizes] else: self.blockSizes = blockSizes if isinstance(blockStarts, str) or isinstance(blockSizes, unicode): self.blockStarts = [int(x) for x in blockStarts.split(',')] elif isinstance(blockStarts, list): self.blockStarts = [int(x) for x in blockStarts] else: self.blockStarts = blockStarts self.second_name = None self.cds_start_status = None self.cds_end_status = None self.exon_frames = None self.biotype = None self.gene_name = None self.second_gene_name = None self.gene_type = None self.seq = None self.cdna = None self.pep = None # T26C self.aa_change = [] # p.Trp26Cys g.<pos><ref>><alt> # g.1304573A>G self.variants = [] def __str__(self): return '%s\t%d\t%d\t%s\t%d\t%s\t%d\t%d\t%s\t%d\t%s\t%s' % ( self.chrom, self.chromStart, self.chromEnd, self.name, self.score, self.strand, self.thickStart, self.thickEnd, str(self.itemRgb), self.blockCount, ','.join([str(x) for x in self.blockSizes]), ','.join([str(x) for x in self.blockStarts])) def get_splice_junctions(self): splice_juncs = [] for i in range(self.blockCount - 1): splice_junc = "%s:%d_%d" % (self.chrom, self.chromStart + self.blockSizes[i], self.chromStart + self.blockStarts[i+1]) splice_juncs.append(splice_junc) return splice_juncs def get_exon_seqs(self): if not self.seq: return None exons = [] for i in range(self.blockCount): # splice_junc = "%s:%d_%d" % (self.chrom, self.chromStart + self.blockSizes[i], self.chromStart + self.blockStarts[i+1]) exons.append(self.seq[self.blockStarts[i]:self.blockStarts[i] + self.blockSizes[i]]) if self.strand == '-': #reverse complement exons.reverse() for i,s in enumerate(exons): exons[i] = reverse_complement(s) return exons def get_spliced_seq(self,strand=None): if not self.seq: return None seq = ''.join(self.get_exon_seqs()) if strand and self.strand != strand: seq = reverse_complement(seq) return seq def get_cdna(self): if not self.cdna: self.cdna = self.get_spliced_seq() return self.cdna def get_cds(self): cdna = self.get_cdna() if cdna: if self.chromStart == self.thickStart and self.chromEnd == self.thickEnd: return cdna pos = [self.offset_of_pos(self.thickStart),self.offset_of_pos(self.thickEnd)] if 0 <= min(pos) <= max(pos) <= len(cdna): return cdna[min(pos):max(pos)] return None def get_cigar(self): cigar = '' md = '' r = range(self.blockCount) rev = self.strand == '-' ## if rev: r.reverse() xl = None for x in r: if xl is not None: intronSize = abs(self.blockStarts[x] - self.blockSizes[xl] - self.blockStarts[xl]) cigar += '%dN' % intronSize cigar += '%dM' % self.blockSizes[x] xl = x return cigar def get_cigar_md(self): cigar = '' md = '' r = range(self.blockCount) rev = self.strand == '-' ## if rev: r.reverse() xl = None for x in r: if xl is not None: intronSize = abs(self.blockStarts[x] - self.blockSizes[xl] - self.blockStarts[xl]) cigar += '%dN' % intronSize cigar += '%dM' % self.blockSizes[x] xl = x md = '%d' % sum(self.blockSizes) return (cigar,md) def get_translation(self,sequence=None): translation = None seq = sequence if sequence else self.get_spliced_seq() if seq: seqlen = len(seq) / 3 * 3; if seqlen >= 3: translation = translate(seq[:seqlen]) return translation def get_translations(self): translations = [] seq = self.get_spliced_seq() if seq: for i in range(3): translation = self.get_translation(sequence=seq[i:]) if translation: translations.append(translation) return translations def pos_of_na(self, offset): if offset is not None and 0 <= offset < sum(self.blockSizes): r = range(self.blockCount) rev = self.strand == '-' if rev: r.reverse() nlen = 0 for x in r: if offset < nlen + self.blockSizes[x]: if rev: return self.chromStart + self.blockStarts[x] + self.blockSizes[x] - (offset - nlen) else: return self.chromStart + self.blockStarts[x] + (offset - nlen) nlen += self.blockSizes[x] return None def offset_of_pos(self, pos): if not self.chromStart <= pos < self.chromEnd: return -1 r = range(self.blockCount) rev = self.strand == '-' if rev: r.reverse() nlen = 0 for x in r: bStart = self.chromStart + self.blockStarts[x] bEnd = bStart + self.blockSizes[x] ## print >> sys.stdout, "offset_of_pos %d %d %d %d" % (bStart,pos,bEnd,nlen) if bStart <= pos < bEnd: return nlen + (bEnd - pos if rev else pos - bStart) nlen += self.blockSizes[x] def apply_variant(self,pos,ref,alt): pos = int(pos) if not ref or not alt: print >> sys.stderr, "variant requires ref and alt sequences" return if not self.chromStart <= pos <= self.chromEnd: print >> sys.stderr, "variant not in entry %s: %s %d < %d < %d" % (self.name,self.strand, self.chromStart,pos,self.chromEnd) print >> sys.stderr, "%s" % str(self) return if len(ref) != len(alt): print >> sys.stderr, "variant only works for snp: %s %s" % (ref,alt) return if not self.seq: print >> sys.stderr, "variant entry %s has no seq" % self.name return """ if self.strand == '-': ref = reverse_complement(ref) alt = reverse_complement(alt) """ bases = list(self.seq) offset = pos - self.chromStart for i in range(len(ref)): # offset = self.offset_of_pos(pos+i) if offset is not None: bases[offset+i] = alt[i] else: print >> sys.stderr, "variant offset %s: %s %d < %d < %d" % (self.name,self.strand,self.chromStart,pos+1,self.chromEnd) print >> sys.stderr, "%s" % str(self) self.seq = ''.join(bases) self.variants.append("g.%d%s>%s" % (pos+1,ref,alt)) def get_variant_bed(self,pos,ref,alt): pos = int(pos) if not ref or not alt: print >> sys.stderr, "variant requires ref and alt sequences" return None if not self.chromStart <= pos <= self.chromEnd: print >> sys.stderr, "variant not in entry %s: %s %d < %d < %d" % (self.name,self.strand, self.chromStart,pos,self.chromEnd) print >> sys.stderr, "%s" % str(self) return None if not self.seq: print >> sys.stderr, "variant entry %s has no seq" % self.name return None tbed = BedEntry(chrom = self.chrom, chromStart = self.chromStart, chromEnd = self.chromEnd, name = self.name, score = self.score, strand = self.strand, thickStart = self.chromStart, thickEnd = self.chromEnd, itemRgb = self.itemRgb, blockCount = self.blockCount, blockSizes = self.blockSizes, blockStarts = self.blockStarts) bases = list(self.seq) offset = pos - self.chromStart tbed.seq = ''.join(bases[:offset] + list(alt) + bases[offset+len(ref):]) if len(ref) != len(alt): diff = len(alt) - len(ref) rEnd = pos + len(ref) aEnd = pos + len(alt) #need to adjust blocks # change spans blocks, for x in range(tbed.blockCount): bStart = tbed.chromStart + tbed.blockStarts[x] bEnd = bStart + tbed.blockSizes[x] # change within a block or extends (last block), adjust blocksize # seq: GGGcatGGG # ref c alt tag: GGGtagatGGG # ref cat alt a: GGGaGGG if bStart <= pos < rEnd < bEnd: tbed.blockSizes[x] += diff return tbed ## (start,end) def get_subrange(self,tstart,tstop,debug=False): chromStart = self.chromStart chromEnd = self.chromEnd if debug: print >> sys.stderr, "%s" % (str(self)) r = range(self.blockCount) if self.strand == '-': r.reverse() bStart = 0 bEnd = 0 for x in r: bEnd = bStart + self.blockSizes[x] if bStart <= tstart < bEnd: if self.strand == '+': chromStart = self.chromStart + self.blockStarts[x] +\ (tstart - bStart) else: chromEnd = self.chromStart + self.blockStarts[x] +\ self.blockSizes[x] - (tstart - bStart) if bStart <= tstop < bEnd: if self.strand == '+': chromEnd = self.chromStart + self.blockStarts[x] +\ (tstop - bStart) else: chromStart = self.chromStart + self.blockStarts[x] +\ self.blockSizes[x] - (tstop - bStart) if debug: print >> sys.stderr,\ "%3d %s\t%d\t%d\t%d\t%d\t%d\t%d"\ % (x, self.strand, bStart, bEnd, tstart, tstop, chromStart, chromEnd) bStart += self.blockSizes[x] return(chromStart, chromEnd) # get the blocks for sub range def get_blocks(self, chromStart, chromEnd): tblockCount = 0 tblockSizes = [] tblockStarts = [] for x in range(self.blockCount): bStart = self.chromStart + self.blockStarts[x] bEnd = bStart + self.blockSizes[x] if bStart > chromEnd: break if bEnd < chromStart: continue cStart = max(chromStart, bStart) tblockStarts.append(cStart - chromStart) tblockSizes.append(min(chromEnd, bEnd) - cStart) tblockCount += 1 return (tblockCount, tblockSizes, tblockStarts) def trim(self, tstart, tstop, debug=False): (tchromStart, tchromEnd) =\ self.get_subrange(tstart, tstop, debug=debug) (tblockCount, tblockSizes, tblockStarts) =\ self.get_blocks(tchromStart, tchromEnd) tbed = BedEntry( chrom=self.chrom, chromStart=tchromStart, chromEnd=tchromEnd, name=self.name, score=self.score, strand=self.strand, thickStart=tchromStart, thickEnd=tchromEnd, itemRgb=self.itemRgb, blockCount=tblockCount, blockSizes=tblockSizes, blockStarts=tblockStarts) if self.seq: ts = tchromStart-self.chromStart te = tchromEnd - tchromStart + ts tbed.seq = self.seq[ts:te] return tbed def get_filtered_translations(self,untrimmed=False,filtering=True,ignore_left_bp=0,ignore_right_bp=0,debug=False): translations = [None,None,None] seq = self.get_spliced_seq() ignore = (ignore_left_bp if self.strand == '+' else ignore_right_bp) / 3 block_sum = sum(self.blockSizes) exon_sizes = [x for x in self.blockSizes] if self.strand == '-': exon_sizes.reverse() splice_sites = [sum(exon_sizes[:x]) / 3 for x in range(1,len(exon_sizes))] if debug: print >> sys.stderr, "splice_sites: %s" % splice_sites junc = splice_sites[0] if len(splice_sites) > 0 else exon_sizes[0] if seq: for i in range(3): translation = self.get_translation(sequence=seq[i:]) if translation: tstart = 0 tstop = len(translation) offset = (block_sum - i) % 3 if debug: print >> sys.stderr, "frame: %d\ttstart: %d tstop: %d offset: %d\t%s" % (i,tstart,tstop,offset,translation) if not untrimmed: tstart = translation.rfind('*',0,junc) + 1 stop = translation.find('*',junc) tstop = stop if stop >= 0 else len(translation) offset = (block_sum - i) % 3 trimmed = translation[tstart:tstop] if debug: print >> sys.stderr, "frame: %d\ttstart: %d tstop: %d offset: %d\t%s" % (i,tstart,tstop,offset,trimmed) if filtering and tstart > ignore: continue #get genomic locations for start and end if self.strand == '+': chromStart = self.chromStart + i + (tstart * 3) chromEnd = self.chromEnd - offset - (len(translation) - tstop) * 3 else: chromStart = self.chromStart + offset + (len(translation) - tstop) * 3 chromEnd = self.chromEnd - i - (tstart * 3) #get the blocks for this translation (tblockCount,tblockSizes,tblockStarts) = self.get_blocks(chromStart,chromEnd) translations[i] = (chromStart,chromEnd,trimmed,tblockCount,tblockSizes,tblockStarts) if debug: print >> sys.stderr, "tblockCount: %d tblockStarts: %s tblockSizes: %s" % (tblockCount,tblockStarts,tblockSizes) # translations[i] = (chromStart,chromEnd,trimmed,tblockCount,tblockSizes,tblockStarts) return translations def get_seq_id(self,seqtype='unk:unk',reference='',frame=None): ## Ensembl fasta ID format # >ID SEQTYPE:STATUS LOCATION GENE TRANSCRIPT # >ENSP00000328693 pep:splice chromosome:NCBI35:1:904515:910768:1 gene:ENSG00000158815:transcript:ENST00000328693 gene_biotype:protein_coding transcript_biotype:protein_coding frame_name = '' chromStart = self.chromStart chromEnd = self.chromEnd strand = 1 if self.strand == '+' else -1 if frame != None: block_sum = sum(self.blockSizes) offset = (block_sum - frame) % 3 frame_name = '_' + str(frame + 1) if self.strand == '+': chromStart += frame chromEnd -= offset else: chromStart += offset chromEnd -= frame location = "chromosome:%s:%s:%s:%s:%s" % (reference,self.chrom,chromStart,chromEnd,strand) seq_id = "%s%s %s %s" % (self.name,frame_name,seqtype,location) return seq_id def get_line(self, start_offset = 0, end_offset = 0): if start_offset or end_offset: s_offset = start_offset if start_offset else 0 e_offset = end_offset if end_offset else 0 if s_offset > self.chromStart: s_offset = self.chromStart chrStart = self.chromStart - s_offset chrEnd = self.chromEnd + e_offset blkSizes = self.blockSizes blkSizes[0] += s_offset blkSizes[-1] += e_offset blkStarts = self.blockStarts for i in range(1,self.blockCount): blkStarts[i] += s_offset items = [str(x) for x in [self.chrom,chrStart,chrEnd,self.name,self.score,self.strand,self.thickStart,self.thickEnd,self.itemRgb,self.blockCount,','.join([str(x) for x in blkSizes]),','.join([str(x) for x in blkStarts])]] return '\t'.join(items) + '\n' return self.line