Institute of Information Science, Academia Sinica, Taipei 115, Taiwan.
Nucleic Acids Res. 2013 Jul;41(13):6371-80. doi: 10.1093/nar/gkt349. Epub 2013 May 8.
Transcription factor (TF) and microRNA (miRNA) are two crucial trans-regulatory factors that coordinately control gene expression. Understanding the impacts of these two factors on the rate of protein sequence evolution is of great importance in evolutionary biology. While many biological factors associated with evolutionary rate variations have been studied, evolutionary analysis of simultaneously accounting for TF and miRNA regulations across metazoans is still uninvestigated. Here, we provide a series of statistical analyses to assess the influences of TF and miRNA regulations on evolutionary rates across metazoans (human, mouse and fruit fly). Our results reveal that the negative correlations between trans-regulation and evolutionary rates hold well across metazoans, but the strength of TF regulation as a rate indicator becomes weak when the other confounding factors that may affect evolutionary rates are controlled. We show that miRNA regulation tends to be a more essential indicator of evolutionary rates than TF regulation, and the combination of TF and miRNA regulations has a significant dependent effect on protein evolutionary rates. We also show that trans-regulation (especially miRNA regulation) is much more important in human/mouse than in fruit fly in determining protein evolutionary rates, suggesting a considerable variation in rate determinants between vertebrates and invertebrates.
转录因子 (TF) 和 microRNA (miRNA) 是两种重要的转录调控因子,它们协同控制基因表达。了解这两种因素对蛋白质序列进化速度的影响在进化生物学中非常重要。虽然已经研究了许多与进化率变化相关的生物学因素,但对后生动物中同时考虑 TF 和 miRNA 调控的进化分析仍未得到研究。在这里,我们提供了一系列统计分析,以评估 TF 和 miRNA 调控对后生动物(人类、小鼠和果蝇)进化率的影响。我们的结果表明,跨调节与进化率之间的负相关关系在后生动物中表现良好,但当控制其他可能影响进化率的混杂因素时,TF 调节作为速率指标的强度变弱。我们表明,miRNA 调节往往比 TF 调节更能作为进化率的指示,并且 TF 和 miRNA 调节的组合对蛋白质进化率具有显著的相依效应。我们还表明,在决定蛋白质进化率方面,跨调节(尤其是 miRNA 调节)在人类/小鼠中比在果蝇中更为重要,这表明脊椎动物和无脊椎动物之间在速率决定因素上存在相当大的差异。