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野生番茄基因表达揭示了数千个数量性状的渐渗效应。

The effects of introgression across thousands of quantitative traits revealed by gene expression in wild tomatoes.

机构信息

Department of Biology, Indiana University, Bloomington, Indiana, United States of America.

Department of Computer Science, Indiana University, Bloomington, Indiana, United States of America.

出版信息

PLoS Genet. 2021 Nov 8;17(11):e1009892. doi: 10.1371/journal.pgen.1009892. eCollection 2021 Nov.

Abstract

It is now understood that introgression can serve as powerful evolutionary force, providing genetic variation that can shape the course of trait evolution. Introgression also induces a shared evolutionary history that is not captured by the species phylogeny, potentially complicating evolutionary analyses that use a species tree. Such analyses are often carried out on gene expression data across species, where the measurement of thousands of trait values allows for powerful inferences while controlling for shared phylogeny. Here, we present a Brownian motion model for quantitative trait evolution under the multispecies network coalescent framework, demonstrating that introgression can generate apparently convergent patterns of evolution when averaged across thousands of quantitative traits. We test our theoretical predictions using whole-transcriptome expression data from ovules in the wild tomato genus Solanum. Examining two sub-clades that both have evidence for post-speciation introgression, but that differ substantially in its magnitude, we find patterns of evolution that are consistent with histories of introgression in both the sign and magnitude of ovule gene expression. Additionally, in the sub-clade with a higher rate of introgression, we observe a correlation between local gene tree topology and expression similarity, implicating a role for introgressed cis-regulatory variation in generating these broad-scale patterns. Our results reveal a general role for introgression in shaping patterns of variation across many thousands of quantitative traits, and provide a framework for testing for these effects using simple model-informed predictions.

摘要

现在人们已经明白,基因渐渗可以作为一种强大的进化力量,提供遗传变异,从而塑造特征进化的过程。基因渐渗还会引起共同的进化历史,而这是物种系统发育树无法捕捉到的,这可能会使使用物种树的进化分析变得复杂。这种分析通常在跨物种的基因表达数据上进行,在这些数据中,测量数千个特征值可以进行强大的推断,同时控制共同的系统发育。在这里,我们在多物种网络合并框架下提出了一个用于数量性状进化的布朗运动模型,证明了基因渐渗可以在数千个数量性状的平均值上产生明显趋同的进化模式。我们使用来自野生番茄属 Solanum 的胚珠的全转录组表达数据来测试我们的理论预测。研究了两个亚群,它们都有证据表明存在种间基因渐渗,但渐渗的幅度有很大差异,我们发现进化模式与胚珠基因表达的渐渗历史在符号和幅度上是一致的。此外,在渐渗率较高的亚群中,我们观察到局部基因树拓扑结构与表达相似性之间存在相关性,这表明渐渗的顺式调控变异在产生这些广泛的模式方面发挥了作用。我们的研究结果揭示了基因渐渗在塑造数千个数量性状变异模式方面的普遍作用,并提供了一个使用简单的模型信息预测来检验这些影响的框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08b9/8601620/7791cf437dc2/pgen.1009892.g001.jpg

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