Isoform-level ribosome occupancy estimation guided by transcript abundance with Ribomap

Bioinformatics. 2016 Jun 15;32(12):1880-2. doi: 10.1093/bioinformatics/btw085. Epub 2016 Feb 15.

Abstract

: Ribosome profiling is a recently developed high-throughput sequencing technique that captures approximately 30 bp long ribosome-protected mRNA fragments during translation. Because of alternative splicing and repetitive sequences, a ribosome-protected read may map to many places in the transcriptome, leading to discarded or arbitrary mappings when standard approaches are used. We present a technique and software that addresses this problem by assigning reads to potential origins proportional to estimated transcript abundance. This yields a more accurate estimate of ribosome profiles compared with a naïve mapping.

Availability and implementation: Ribomap is available as open source at http://www.cs.cmu.edu/∼ckingsf/software/ribomap

Contact: carlk@cs.cmu.edu

Supplementary information: Supplementary data are available at Bioinformatics online.

MeSH terms

  • Alternative Splicing
  • High-Throughput Nucleotide Sequencing
  • Protein Isoforms
  • Ribosomes*
  • Sequence Analysis, RNA
  • Software

Substances

  • Protein Isoforms