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

Ernest Turro; Shu-Yi Su; Ângela Gonçalves; Lachlan JM Coin; Sylvia Richardson; Alex Lewin ORCID logo; (2011) Haplotype and isoform specific expression estimation using multi-mapping RNA-seq reads. Genome Biol, 12 (2). R13-. ISSN 1474-760X DOI: 10.1186/gb-2011-12-2-r13
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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.


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