Mathematical modeling identifies potential gene structure determinants of co-transcriptional control of alternative pre-mRNA splicing

被引:8
作者
Davis-Turak, Jeremy [1 ]
Johnson, Tracy L. [1 ,2 ,3 ]
Hoffmann, Alexander [1 ,3 ,4 ,5 ]
机构
[1] Univ Calif San Diego, SDCSB, La Jolla, CA 92093 USA
[2] Univ Calif Los Angeles, Dept Mol Cell & Dev Biol, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, MBI, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet MIMG, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, Inst Quantitat & Computat Biosci QCB, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
INTRON DEFINITION; EXON INCLUSION; ELONGATION; REVEALS; DROSOPHILA; KINETICS; GENOME; MECHANISMS; CHROMATIN; NOISE;
D O I
10.1093/nar/gky870
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:10598 / 10607
页数:10
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