Journal article

Haplotype and isoform specific expression estimation using multi-mapping RNA-seq reads

Ernest Turro, Shu-Yi Su, Angela Goncalves, Lachlan JM Coin, Sylvia Richardson, Alex Lewin

GENOME BIOLOGY | BMC | Published : 2011

Abstract

We present a novel pipeline and methodology for simultaneously estimating isoform expression and allelic imbalance in diploid organisms using RNA-seq data. We achieve this by modeling the expression of haplotype-specific isoforms. If unknown, the two parental isoform sequences can be individually reconstructed. A new statistical method, MMSEQ, deconvolves the mapping of reads to multiple transcripts (isoforms or haplotype-specific isoforms). Our software can take into account non-uniform read generation and works with paired-end reads.

University of Melbourne Researchers