Chuang Trees-Juen, Chiang Tai-Wei
Division of Physical & Computational Genomics, Genomics Research Center, Academia Sinica, Taipei, Taiwan
Division of Physical & Computational Genomics, Genomics Research Center, Academia Sinica, Taipei, Taiwan.
Genome Biol Evol. 2014 Jun 12;6(6):1530-41. doi: 10.1093/gbe/evu124.
Gene expression is largely regulated by DNA methylation, transcription factor (TF), and microRNA (miRNA) before, during, and after transcription, respectively. Although the evolutionary effects of TF/miRNA regulations have been widely studied, evolutionary analysis of simultaneously accounting for DNA methylation, TF, and miRNA regulations and whether promoter methylation and gene body (coding regions) methylation have different effects on the rate of gene evolution remain uninvestigated. Here, we compared human-macaque and human-mouse protein evolutionary rates against experimentally determined single base-resolution DNA methylation data, revealing that promoter methylation level is positively correlated with protein evolutionary rates but negatively correlated with TF/miRNA regulations, whereas the opposite was observed for gene body methylation level. Our results showed that the relative importance of these regulatory factors in determining the rate of mammalian protein evolution is as follows: Promoter methylation ≈ miRNA regulation > gene body methylation > TF regulation, and further indicated that promoter methylation and miRNA regulation have a significant dependent effect on protein evolutionary rates. Although the mechanisms underlying cooperation between DNA methylation and TFs/miRNAs in gene regulation remain unclear, our study helps to not only illuminate the impact of these regulatory factors on mammalian protein evolution but also their intricate interaction within gene regulatory networks.
基因表达在转录前、转录过程中和转录后分别主要受DNA甲基化、转录因子(TF)和微小RNA(miRNA)调控。尽管TF/miRNA调控的进化效应已得到广泛研究,但同时考虑DNA甲基化、TF和miRNA调控以及启动子甲基化和基因体(编码区)甲基化对基因进化速率是否有不同影响的进化分析仍未开展。在此,我们将人类与猕猴、人类与小鼠的蛋白质进化速率与实验测定的单碱基分辨率DNA甲基化数据进行比较,发现启动子甲基化水平与蛋白质进化速率呈正相关,但与TF/miRNA调控呈负相关,而基因体甲基化水平则呈现相反的情况。我们的结果表明,这些调控因子在决定哺乳动物蛋白质进化速率方面的相对重要性如下:启动子甲基化≈miRNA调控>基因体甲基化>TF调控,并且进一步表明启动子甲基化和miRNA调控对蛋白质进化速率具有显著的依赖效应。尽管DNA甲基化与TFs/miRNAs在基因调控中协同作用的潜在机制仍不清楚,但我们的研究不仅有助于阐明这些调控因子对哺乳动物蛋白质进化的影响,还能揭示它们在基因调控网络中的复杂相互作用。