SuperTranscripts: a data driven reference for analysis and visualisation of transcriptomes

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作者
Nadia M. Davidson
Anthony D. K. Hawkins
Alicia Oshlack
机构
[1] Murdoch Children’s Research Institute,
[2] Royal Children’s Hospital,undefined
[3] School of BioSciences,undefined
[4] University of Melbourne,undefined
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Reference Genome; DEXSeq; Splicing Graph; Kallisto; Heterozygous SNPs;
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摘要
Numerous methods have been developed to analyse RNA sequencing (RNA-seq) data, but most rely on the availability of a reference genome, making them unsuitable for non-model organisms. Here we present superTranscripts, a substitute for a reference genome, where each gene with multiple transcripts is represented by a single sequence. The Lace software is provided to construct superTranscripts from any set of transcripts, including de novo assemblies. We demonstrate how superTranscripts enable visualisation, variant detection and differential isoform detection in non-model organisms. We further use Lace to combine reference and assembled transcriptomes for chicken and recover hundreds of gaps in the reference genome.
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