Optimal haplotype assembly from high-throughput mate-pair reads | IEEE Conference Publication | IEEE Xplore

Optimal haplotype assembly from high-throughput mate-pair reads


Abstract:

Humans have 23 pairs of homologous chromosomes. The homologous pairs are identical except on certain documented positions called single nucleotide polymorphisms (SNPs). A...Show More

Abstract:

Humans have 23 pairs of homologous chromosomes. The homologous pairs are identical except on certain documented positions called single nucleotide polymorphisms (SNPs). A haplotype of an individual is the pair of sequences of SNPs on the two homologous chromosomes. In this paper, we study the problem of inferring haplotypes of individuals from mate-pair reads of their genome. We give a simple formula for the coverage needed for haplotype assembly, under a generative model. The analysis here leverages connections of this problem with decoding convolutional codes.
Date of Conference: 14-19 June 2015
Date Added to IEEE Xplore: 01 October 2015
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Conference Location: Hong Kong, China

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