Created
September 16, 2015 09:06
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Use pysam and pyfaidx to find mismatches in an interval
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from pysam import AlignmentFile | |
from pyfaidx import Fasta | |
def has_mismatch_in_interval(reference, bamfile, chrom, start, end): | |
""" | |
Return whether there is a mismatch in the interval (start, end) in any read mapping to the given chromosome. | |
reference -- a pyfaidx.Fasta object or something that behaves similarly | |
""" | |
for column in bamfile.pileup(chrom, start, end): | |
refbase = reference[chrom][column.pos:column.pos+1] | |
for piledup in column.pileups: | |
if piledup.indel != 0: # Insertion is positive; deletion is negative | |
# Ignore indels | |
continue | |
querybase = piledup.alignment.query_sequence[piledup.query_position] | |
if refbase != querybase: | |
# Mismatch | |
return True | |
return False | |
ref = Fasta('reference.fasta') | |
bamfile = AlignmentFile('mappedreads.bam') | |
has_mismatch_in_interval(ref, bamfile, 'scaffold17', 1000, 2000) |
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