Stochastic principles governing alternative splicing of RNA.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 28910283.
- Also identified by DOI 10.1371/journal.pcbi.1005761 and PMC identifier 5614656.
- Licence recorded as CC0.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
The dominance of the major transcript isoform relative to other isoforms from the same gene generated by alternative splicing (AS) is essential to the maintenance of normal cellular physiology. However, the underlying principles that determine such dominance remain unknown. Here, we analyzed the physical AS process and found that it can be modeled by a stochastic minimization process, which causes the scaled expression levels of all transcript isoforms to follow the same Weibull extreme value distribution. Surprisingly, we also found a simple equation to describe the median frequency of transcript isoforms of different dominance. This two-parameter Weibull model provides the statistical distribution of all isoforms of all transcribed genes, and reveals that previously unexplained observations concerning relative isoform expression derive from these principles.
Medical subject headings
- Alternative Splicing
- Gene Expression Regulation
- Models, Genetic
- Models, Statistical
- RNA
- Transcription Factors