NMD Classifier: A reliable and systematic classification tool for nonsense-mediated decay events

PLoS One. 2017 Apr 3;12(4):e0174798. doi: 10.1371/journal.pone.0174798. eCollection 2017.

Abstract

Nonsense-mediated decay (NMD) degrades mRNAs that include premature termination codons to avoid the translation and accumulation of truncated proteins. This mechanism has been found to participate in gene regulation and a wide spectrum of biological processes. However, the evolutionary and regulatory origins of NMD-targeted transcripts (NMDTs) have been less studied, partly because of the complexity in analyzing NMD events. Here we report NMD Classifier, a tool for systematic classification of NMD events for either annotated or de novo assembled transcripts. This tool is based on the assumption of minimal evolution/regulation-an event that leads to the least change is the most likely to occur. Our simulation results indicate that NMD Classifier can correctly identify an average of 99.3% of the NMD-causing transcript structural changes, particularly exon inclusions/exclusions and exon boundary alterations. Researchers can apply NMD Classifier to evolutionary and regulatory studies by comparing NMD events of different biological conditions or in different organisms.

MeSH terms

  • Adenocarcinoma / metabolism
  • Adenocarcinoma of Lung
  • Alternative Splicing
  • Computer Simulation
  • Gene Expression Profiling / methods*
  • Humans
  • Internet
  • Lung Neoplasms / metabolism
  • Nonsense Mediated mRNA Decay*

Grants and funding

FC Chen was supported by the National Health Research Institutes (105-IPHS-PP06 and 106-IPHS-PP06), Taiwan (www.nhri.org.tw).