A New Fast Phasing Method Based On Haplotype Subtraction

Evelina Mocci, Marija Debeljak, Alison P. Klein, James R. Eshleman

Research output: Contribution to journalArticle

Abstract

We developed a novel phasing approach, based solely on molecules and genotype frequency, that does not rely on inference of new alleles. We initiated the project because of errors that were detected in the phased 1000 Genomes Project data. The algorithm first combined identical genotypes into clusters and ranked them by descending frequency. Using alleles defined in homozygotes, it combined them to produce expected genotypes that were dismissed and subtracted them from remaining genotypes to define additional new putative alleles. Putative alleles had to be confirmed by identifying them in independent genotypes, and the process was iterated until all alleles were identified. The new approach was validated using single-molecule sequencing of eight loci, 145 (8 to 35 per locus) alleles were identified, and an average 98.2% (range, 95.0% to 99.9%) of 1000 genome individuals at these loci were explained. The accuracy of the new method was compared with that from PHASE and SHAPEIT2 to the experimentally determined genotypes based on single-molecule sequencing. Our method was comparable to PHASE and SHAPEIT2 in accuracy but was, on average, 14.6- and 10.8-fold faster, respectively.

Original languageEnglish (US)
Pages (from-to)427-436
Number of pages10
JournalJournal of Molecular Diagnostics
Volume21
Issue number3
DOIs
StatePublished - May 2019

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ASJC Scopus subject areas

  • Pathology and Forensic Medicine
  • Molecular Medicine

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