rnaSPAdes: a de novo transcriptome assembler and its application to RNA-Seq data
Author(s) -
Elena Bushmanova,
Dmitry Antipov,
Alla Lapidus,
Andrey D. Prjibelski
Publication year - 2019
Publication title -
gigascience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.947
H-Index - 54
ISSN - 2047-217X
DOI - 10.1093/gigascience/giz100
Subject(s) - transcriptome , sequence assembly , de novo transcriptome assembly , computational biology , genome , rna seq , computer science , biology , alternative splicing , reference genome , gene , genetics , exon , gene expression
The possibility of generating large RNA-sequencing datasets has led to development of various reference-based and de novo transcriptome assemblers with their own strengths and limitations. While reference-based tools are widely used in various transcriptomic studies, their application is limited to the organisms with finished and well-annotated genomes. De novo transcriptome reconstruction from short reads remains an open challenging problem, which is complicated by the varying expression levels across different genes, alternative splicing, and paralogous genes.
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