1. Mathematical modeling identifies potential gene structure determinants of co-transcriptional control of alternative pre-mRNA splicing
- Author
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Alexander Hoffmann, Jeremy Davis-Turak, and Tracy L. Johnson
- Subjects
0301 basic medicine ,Mature messenger RNA ,Transcription, Genetic ,Messenger ,Regulatory Sequences, Nucleic Acid ,Exon ,0302 clinical medicine ,Theoretical ,Models ,RNA Precursors ,Gene Regulatory Networks ,0303 health sciences ,Biological Sciences ,Markov Chains ,Drosophila melanogaster ,Chromosome Structures ,Regulatory sequence ,RNA splicing ,Corrigendum ,Sequence Analysis ,Transcription ,Spliceosome ,RNA Splicing ,Computational biology ,Biology ,03 medical and health sciences ,Genetic ,Information and Computing Sciences ,Genetics ,Animals ,Humans ,RNA, Messenger ,Gene ,030304 developmental biology ,Nucleic Acid ,Base Sequence ,Intron ,Computational Biology ,DNA ,Sequence Analysis, DNA ,Models, Theoretical ,Alternative Splicing ,030104 developmental biology ,Genes ,Spliceosomes ,RNA ,Human genome ,RNA Splice Sites ,Regulatory Sequences ,Environmental Sciences ,030217 neurology & neurosurgery ,Developmental Biology - Abstract
The spliceosome catalyzes the removal of introns from pre-messenger RNA (mRNA) and subsequent pairing of exons with remarkable fidelity. Some exons are known to be skipped or included in the mature mRNA in a cell type- or context-dependent manner (cassette exons), thereby contributing to the diversification of the human proteome. Interestingly, splicing is initiated (and sometimes completed) co-transcriptionally. Here, we develop a kinetic mathematical modeling framework to investigate alternative co-transcriptional splicing (CTS) and, specifically, the control of cassette exons’ inclusion. We show that when splicing is co-transcriptional, default splice patterns of exon inclusion are more likely than when splicing is post-transcriptional, and that certain exons are more likely to be regulatable (i.e. cassette exons) than others, based on the exon–intron structure context. For such regulatable exons, transcriptional elongation rates may affect splicing outcomes. Within the CTS paradigm, we examine previously described hypotheses of co-operativity between splice sites of short introns (i.e. ‘intron definition’) or across short exons (i.e. ‘exon definition’), and find that models encoding these faithfully recapitulate observations in the fly and human genomes, respectively.
- Published
- 2019
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