Abstract
Next generation sequencing technologies provide unprecedented power to explore the repertoire of genes and their alternative splice variants, collectively defining the transcriptome of a species in great detail. However, assembling the short reads into full-length gene and transcript models presents significant computational challenges. We review current algorithms for assembling transcripts and genes from next generation sequencing reads aligned to a reference genome, and lay out areas for future improvements.
Original language | English (US) |
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Article number | 6654138 |
Pages (from-to) | 1234-1240 |
Number of pages | 7 |
Journal | IEEE/ACM Transactions on Computational Biology and Bioinformatics |
Volume | 10 |
Issue number | 5 |
DOIs | |
State | Published - Sep 2013 |
Keywords
- Algorithms
- Biology and genetics
- Computer applications
- Medicine and science
ASJC Scopus subject areas
- Biotechnology
- Genetics
- Applied Mathematics