Abstract:
:Massively parallel sequencing of cDNA has enabled deep and efficient probing of transcriptomes. Current approaches for transcript reconstruction from such data often rely on aligning reads to a reference genome, and are thus unsuitable for samples with a partial or missing reference genome. Here we present the Trinity method for de novo assembly of full-length transcripts and evaluate it on samples from fission yeast, mouse and whitefly, whose reference genome is not yet available. By efficiently constructing and analyzing sets of de Bruijn graphs, Trinity fully reconstructs a large fraction of transcripts, including alternatively spliced isoforms and transcripts from recently duplicated genes. Compared with other de novo transcriptome assemblers, Trinity recovers more full-length transcripts across a broad range of expression levels, with a sensitivity similar to methods that rely on genome alignments. Our approach provides a unified solution for transcriptome reconstruction in any sample, especially in the absence of a reference genome.
journal_name
Nat Biotechnoljournal_title
Nature biotechnologyauthors
Grabherr MG,Haas BJ,Yassour M,Levin JZ,Thompson DA,Amit I,Adiconis X,Fan L,Raychowdhury R,Zeng Q,Chen Z,Mauceli E,Hacohen N,Gnirke A,Rhind N,di Palma F,Birren BW,Nusbaum C,Lindblad-Toh K,Friedman N,Regev Adoi
10.1038/nbt.1883subject
Has Abstractpub_date
2011-05-15 00:00:00pages
644-52issue
7eissn
1087-0156issn
1546-1696pii
nbt.1883journal_volume
29pub_type
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