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Pervasive Variation of Transcription Factor Orthologs Contributes to Regulatory Network Evolution

机译:转录因子直向同源物的普遍变化有助于监管网络的发展。

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Differences in transcriptional regulatory networks underlie much of the phenotypic variation observed across organisms. Changes to cis-regulatory elements are widely believed to be the predominant means by which regulatory networks evolve, yet examples of regulatory network divergence due to transcription factor (TF) variation have also been observed. To systematically ascertain the extent to which TFs contribute to regulatory divergence, we analyzed the evolution of the largest class of metazoan TFs, Cys2-His2 zinc finger (C2H2-ZF) TFs, across 12 Drosophila species spanning ~45 million years of evolution. Remarkably, we uncovered that a significant fraction of all C2H2-ZF 1-to-1 orthologs in flies exhibit variations that can affect their DNA-binding specificities. In addition to loss and recruitment of C2H2-ZF domains, we found diverging DNA-contacting residues in ~44% of domains shared between D. melanogaster and the other fly species. These diverging DNA-contacting residues, found in ~70% of the D. melanogaster C2H2-ZF genes in our analysis and corresponding to ~26% of all annotated D. melanogaster TFs, show evidence of functional constraint: they tend to be conserved across phylogenetic clades and evolve slower than other diverging residues. These same variations were rarely found as polymorphisms within a population of D. melanogaster flies, indicating their rapid fixation. The predicted specificities of these dynamic domains gradually change across phylogenetic distances, suggesting stepwise evolutionary trajectories for TF divergence. Further, whereas proteins with conserved C2H2-ZF domains are enriched in developmental functions, those with varying domains exhibit no functional enrichments. Our work suggests that a subset of highly dynamic and largely unstudied TFs are a likely source of regulatory variation in Drosophila and other metazoans. Author Summary The phenotypic differences observed between closely related organisms are thought to be due largely to changes in regulatory networks. Changes in transcriptional networks can occur via mutations in cis binding sites, for which there are numerous known examples, as well as via binding specificity variation in transcription factors (TFs), a less studied phenomenon that has been observed primarily in multi-gene families. Though large-scale experimental studies ascertaining the extent to which TFs contribute to regulatory network variation across organisms are lacking and would be time-consuming, computational methods can begin to address this challenge. Here, we present a systematic, large-scale analysis of DNA-binding specificity evolution in TF orthologs by computationally leveraging specific features of Cys_(2)-His_(2)zinc finger proteins, the largest class of TFs in animals and major components of their regulatory programs. We find not only that divergence of DNA-binding residues in 1-to-1 orthologous C2H2-ZFs is pervasive but also that these changes show evidence of functional constraint and occur in a gradual, evolutionarily viable manner. We conclude that the diversification of orthologous TFs has most likely played a major and largely unstudied role in gene regulatory network evolution in metazoans.
机译:转录调控网络的差异是跨生物体观察到的许多表型变异的基础。人们普遍认为,顺式调节元件的变化是调节网络进化的主要手段,但也观察到由​​于转录因子(TF)变异而导致的调节网络差异的例子。为了系统地确定TFs对调节差异的贡献程度,我们分析了跨越约4500万年进化的12个果蝇物种中最大的后生动物TFs Cys2-His2锌指(C2H2-ZF)TFs的进化。值得注意的是,我们发现果蝇中所有C2H2-ZF一对一直向同源物中有很大一部分显示出可影响其DNA结合特异性的变异。除了C2H2-ZF结构域的丢失和募集外,我们还在D. melanogaster和其他蝇类之间共享的〜44%的结构域中发现了不同的DNA接触残基。这些分散的DNA接触残基在我们的分析中约70%的D. melanogaster C2H2-ZF基因中发现,对应于所有注释的D. melanogaster TF的〜26%,显示出功能受限的证据:它们倾向于在系统进化进化枝和进化比其他分散的残基慢。这些相同的变异很少被发现为黑腹果蝇果蝇中的多态性,表明它们被快速固定。这些动态域的预测特异性随着系统发育距离的变化而逐渐变化,这表明TF发散的逐步进化轨迹。此外,尽管具有保守的C 2 H 2 -ZF结构域的蛋白质在发育功能上富集,但是具有变化的结构域的蛋白质没有功能富集。我们的工作表明,在果蝇和其他后生动物中,高度动态且大部分未经研究的TF可能是调节变异的来源。作者摘要在密切相关的生物之间观察到的表型差异被认为主要是由于调节网络的变化。转录网络的变化可以通过顺式结合位点的突变发生,对此有许多已知的例子,也可以通过转录因子(TFs)的结合特异性变化而发生,这是一种研究较少的现象,主要在多基因家族中观察到。尽管目前尚缺乏大规模实验研究来确定TF在多大程度上促进了整个生物体之间调节网络的变化,但是这很耗时,但计算方法可以开始应对这一挑战。在这里,我们通过计算利用Cys_(2)-His_(2)锌指蛋白,动物中最大的TF类和主要成分的Cys_(2)-His_(2)锌指蛋白的特定特征,对TF直系同源基因进行DNA结合特异性进化的系统化,大规模分析。他们的监管计划。我们不仅发现在1对1直系同源C2H2-ZFs中DNA结合残基的差异普遍存在,而且这些变化显示了功能限制的证据并以渐进,进化可行的方式发生。我们得出结论,直系同源TFs的多样性很可能在后生动物的基因调控网络进化中起了主要且很大程度上未被研究的作用。

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