def _calculate_protein_sequence(self, exons, seq, cds_start_genomic_space, cds_stop_genomic_space, strand): cds_start_exon_space, cds_stop_exon_space = TranscriptProviderUtils._convert_genomic_space_to_feature_space(int(cds_start_genomic_space), int(cds_stop_genomic_space), exons, strand) prot_seq = MutUtils.translate_sequence(seq[int(cds_start_exon_space):int(cds_stop_exon_space)]) if len(prot_seq) > 0 and prot_seq[-1] == '*': prot_seq = prot_seq[:-1] return prot_seq
def _calculate_protein_sequence(self, exons, seq, cds_start_genomic_space, cds_stop_genomic_space, strand): cds_start_exon_space, cds_stop_exon_space = TranscriptProviderUtils._convert_genomic_space_to_feature_space( int(cds_start_genomic_space), int(cds_stop_genomic_space), exons, strand) prot_seq = MutUtils.translate_sequence( seq[int(cds_start_exon_space):int(cds_stop_exon_space)]) if len(prot_seq) > 0 and prot_seq[-1] == '*': prot_seq = prot_seq[:-1] return prot_seq
def get_protein_seq(self, transcript_id): gaf_record = self.get_transcript(transcript_id) tx_seq = self.get_transcript_seq(transcript_id) if not gaf_record or not tx_seq: return None if 'cds_start' not in gaf_record or not gaf_record['cds_start']: return None prot_seq = MutUtils.translate_sequence(tx_seq[gaf_record['cds_start']-1:gaf_record['cds_stop']]) if prot_seq[-1] == '*': prot_seq = prot_seq[:-1] return prot_seq
def get_protein_seq(self, transcript_id): gaf_record = self.get_transcript(transcript_id) tx_seq = self.get_transcript_seq(transcript_id) if not gaf_record or not tx_seq: return None if 'cds_start' not in gaf_record or not gaf_record['cds_start']: return None prot_seq = MutUtils.translate_sequence( tx_seq[gaf_record['cds_start'] - 1:gaf_record['cds_stop']]) if prot_seq[-1] == '*': prot_seq = prot_seq[:-1] return prot_seq
def _determine_vc_for_cds_overlap(self, start, end, ref_allele, alt_allele, is_frameshift_indel, is_splice_site, tx, variant_type, is_start_codon): """ Note: This method can also handle start and stop codons. :param start: :param end: :param ref_allele: :param alt_allele: :param is_frameshift_indel: :param is_splice_site: :param tx: :param variant_type: :return: """ observed_allele_stranded, reference_allele_stranded = self._get_stranded_alleles( ref_allele, alt_allele, tx) transcript_position_start, transcript_position_end = TranscriptProviderUtils.convert_genomic_space_to_exon_space( start, end, tx) if tx.get_strand( ) == "+" and not variant_type == VariantClassification.VT_INS: transcript_position_start -= 1 transcript_position_end -= 1 transcript_seq = tx.get_seq() protein_seq = tx.get_protein_seq() cds_start, cds_stop = TranscriptProviderUtils.determine_cds_in_exon_space( tx) protein_position_start, protein_position_end = TranscriptProviderUtils.get_protein_positions( transcript_position_start, transcript_position_end, cds_start) new_ref_transcript_seq = transcript_seq if (transcript_seq[transcript_position_start:transcript_position_end + 1] != reference_allele_stranded ) and variant_type != VariantClassification.VT_INS: new_ref_transcript_seq = list(transcript_seq) new_ref_transcript_seq[ transcript_position_start:transcript_position_end + 1] = reference_allele_stranded new_ref_transcript_seq = ''.join(new_ref_transcript_seq) ref_tx_seq_has_been_changed = True else: ref_tx_seq_has_been_changed = False cds_codon_start, cds_codon_end = TranscriptProviderUtils.get_cds_codon_positions( protein_position_start, protein_position_end, cds_start) if variant_type == "DEL": reference_codon_seq = new_ref_transcript_seq[ cds_codon_start:cds_codon_end + 1].lower() else: reference_codon_seq = TranscriptProviderUtils.mutate_reference_sequence( new_ref_transcript_seq[cds_codon_start:cds_codon_end + 1].lower(), cds_codon_start, transcript_position_start, transcript_position_end, reference_allele_stranded, variant_type) if variant_type == "INS" and tx.get_strand() == "-": mutated_codon_seq = TranscriptProviderUtils.mutate_reference_sequence( reference_codon_seq.lower(), cds_codon_start - 1, transcript_position_start, transcript_position_end, observed_allele_stranded, variant_type) else: mutated_codon_seq = TranscriptProviderUtils.mutate_reference_sequence( reference_codon_seq.lower(), cds_codon_start, transcript_position_start, transcript_position_end, observed_allele_stranded, variant_type) observed_aa = MutUtils.translate_sequence(mutated_codon_seq) if ref_tx_seq_has_been_changed: reference_aa = MutUtils.translate_sequence(reference_codon_seq) else: reference_aa = protein_seq[protein_position_start - 1:protein_position_end] if variant_type != VariantClassification.VT_SNP: try: reference_aa, observed_aa, protein_position_start, protein_position_end = \ self._adjust_protein_position_and_alleles(protein_seq, protein_position_start, protein_position_end, reference_aa, observed_aa) except InvalidVariantException as ive: logging.getLogger(__name__).error( "Could not properly adjust protein position for variant: %s, %s, %s, %s, %s VT: %s" % (tx.get_contig(), start, end, ref_allele, alt_allele, variant_type)) logging.getLogger(__name__).error(str(ive)) logging.getLogger(__name__).warn( "Above error may not have exact start and end positions if this is a VCF input." ) logging.getLogger(__name__).warn( "Variant type is likely incorrect. This can happen with some GATK VCFs" ) logging.getLogger(__name__).warn( TranscriptProviderUtils.is_valid_xNP( variant_type, ref_allele, alt_allele)) logging.getLogger(__name__).warn( "The protein_change annotation may not be properly rendered." ) vc_tmp, vc_tmp_secondary = self.infer_variant_classification( variant_type, reference_aa, observed_aa, ref_allele, alt_allele, is_frameshift_indel=is_frameshift_indel, is_splice_site=is_splice_site, is_start_codon=is_start_codon) cds_start_exon_space, cds_end_exon_space = TranscriptProviderUtils.determine_cds_in_exon_space( tx) exon_i = TranscriptProviderUtils.determine_exon_index( int(start), int(end), tx, variant_type) final_vc = VariantClassification( vc_tmp, variant_type, transcript_id=tx.get_transcript_id(), alt_codon=mutated_codon_seq, ref_codon=reference_codon_seq, ref_aa=reference_aa, ref_protein_start=protein_position_start, ref_protein_end=protein_position_end, alt_aa=observed_aa, alt_codon_start_in_exon=cds_codon_start, alt_codon_end_in_exon=cds_codon_end, ref_codon_start_in_exon=cds_codon_start, ref_codon_end_in_exon=cds_codon_end, cds_start_in_exon_space=cds_start_exon_space, ref_allele_stranded=reference_allele_stranded, alt_allele_stranded=observed_allele_stranded, exon_i=exon_i, vc_secondary=vc_tmp_secondary) return final_vc