Institute of Molecular Biology (IMB), Ackermannweg 4, 55128, Mainz, Germany.
University of Stuttgart, Department of Systems Biology and Stuttgart Research Center Systems Biology (SRCSB), Allmandring 31, 70569, Stuttgart, Germany.
NPJ Syst Biol Appl. 2023 Jan 18;9(1):1. doi: 10.1038/s41540-022-00264-3.
Alternative splicing is an important step in eukaryotic mRNA pre-processing which increases the complexity of gene expression programs, but is frequently altered in disease. Previous work on the regulation of alternative splicing has demonstrated that splicing is controlled by RNA-binding proteins (RBPs) and by epigenetic DNA/histone modifications which affect splicing by changing the speed of polymerase-mediated pre-mRNA transcription. The interplay of these different layers of splicing regulation is poorly understood. In this paper, we derived mathematical models describing how splicing decisions in a three-exon gene are made by combinatorial spliceosome binding to splice sites during ongoing transcription. We additionally take into account the effect of a regulatory RBP and find that the RBP binding position within the sequence is a key determinant of how RNA polymerase velocity affects splicing. Based on these results, we explain paradoxical observations in the experimental literature and further derive rules explaining why the same RBP can act as inhibitor or activator of cassette exon inclusion depending on its binding position. Finally, we derive a stochastic description of co-transcriptional splicing regulation at the single-cell level and show that splicing outcomes show little noise and follow a binomial distribution despite complex regulation by a multitude of factors. Taken together, our simulations demonstrate the robustness of splicing outcomes and reveal that quantitative insights into kinetic competition of co-transcriptional events are required to fully understand this important mechanism of gene expression diversity.
可变剪接是真核生物 mRNA 前处理的重要步骤,增加了基因表达程序的复杂性,但在疾病中经常发生改变。先前关于可变剪接调控的研究表明,剪接受 RNA 结合蛋白 (RBPs) 和表观遗传 DNA/组蛋白修饰的调控,这些修饰通过改变聚合酶介导的前体 mRNA 转录的速度来影响剪接。这些不同层次的剪接调控之间的相互作用还了解甚少。在本文中,我们推导出了描述在三个外显子基因中如何通过组合剪接体结合在转录过程中的剪接位点来做出剪接决定的数学模型。我们还考虑了调节性 RBP 的影响,并发现 RBP 在序列中的结合位置是决定 RNA 聚合酶速度如何影响剪接的关键决定因素。基于这些结果,我们解释了实验文献中的矛盾观察,并进一步得出规则,解释为什么相同的 RBP 可以根据其结合位置作为盒外显子包含的抑制剂或激活剂。最后,我们在单细胞水平上推导出了共转录剪接调控的随机描述,并表明尽管受到多种因素的复杂调控,但剪接结果显示出较小的噪声并遵循二项式分布。总之,我们的模拟结果表明剪接结果具有稳健性,并揭示了需要深入了解这种重要的基因表达多样性机制,以获得共转录事件的动力学竞争的定量见解。