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基因产物多样性优化的遗传和选择性限制。

Genetic and selective constraints on the optimization of gene product diversity.

作者信息

Jiang Daohan, Kejiou Nevraj, Qiu Yi, Palazzo Alexander F, Pennell Matt

机构信息

Department of Quantitative and Computational Biology, University of Southern California, USA.

Department of Biochemistry, University of Toronto, Canada.

出版信息

bioRxiv. 2024 Jul 22:2024.07.17.603951. doi: 10.1101/2024.07.17.603951.

Abstract

RNA and protein expressed from the same gene can have diverse isoforms due to various post-transcriptional and post-translational modifications. For the vast majority of alternative isoforms, It is unknown whether they are adaptive or simply biological noise. As we cannot experimentally probe the function of each isoform, we can ask whether the distribution of isoforms across genes and across species is consistent with expectations from different evolutionary processes. However, there is currently no theoretical framework that can generate such predictions. To address this, we developed a mathematical model where isoform abundances are determined collectively by -acting loci, -acting factors, gene expression levels, and isoform decay rates to predict isoform abundance distributions across species and genes in the face of mutation, genetic drift, and selection. We found that factors beyond selection, such as effective population size and the number of -acting loci, significantly influence evolutionary outcomes. Notably, suboptimal phenotypes are more likely to evolve when the population is small and/or when the number of -loci is large. We also explored scenarios where modification processes have both beneficial and detrimental effects, revealing a non-monotonic relationship between effective population size and optimization, demonstrating how opposing selection pressures on - and -acting loci can constrain the optimization of gene product diversity. As a demonstration of the power of our theory, we compared the expected distribution of A-to-I RNA editing levels in coleoids and found this to be largely consistent with non-adaptive explanations.

摘要

由于各种转录后和翻译后修饰,同一基因表达的RNA和蛋白质可能具有多种异构体。对于绝大多数可变异构体而言,它们是适应性的还是仅仅是生物学噪音尚不清楚。由于我们无法通过实验探究每种异构体的功能,我们可以询问异构体在基因间和物种间的分布是否与不同进化过程的预期一致。然而,目前尚无能够产生此类预测的理论框架。为了解决这一问题,我们开发了一个数学模型,其中异构体丰度由顺式作用位点、反式作用因子、基因表达水平和异构体衰减率共同决定,以预测在突变、遗传漂变和选择情况下跨物种和基因的异构体丰度分布。我们发现,除选择之外的因素,如有效种群大小和顺式作用位点的数量,会显著影响进化结果。值得注意的是,当种群较小时和/或顺式作用位点数量较多时,次优表型更有可能进化。我们还探讨了修饰过程具有有益和有害影响的情况,揭示了有效种群大小与优化之间的非单调关系,证明了对顺式和反式作用位点的相反选择压力如何能够限制基因产物多样性的优化。作为我们理论威力的一个例证,我们比较了头足类动物中A到I RNA编辑水平的预期分布,发现这在很大程度上与非适应性解释一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e41c/11291005/9608dd217c19/nihpp-2024.07.17.603951v1-f0001.jpg

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