Center for Mitochondrial Functional Genomics, School of Life Science, Immanuel Kant Baltic Federal University, Kaliningrad, Russia.
Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland.
BMC Evol Biol. 2019 Feb 26;19(Suppl 1):47. doi: 10.1186/s12862-019-1371-x.
Heterotachy is the variation in the evolutionary rate of aligned sites in different parts of the phylogenetic tree. It occurs mainly due to epistatic interactions among the substitutions, which are highly complex and make it difficult to study protein evolution. The vast majority of computational evolutionary approaches for studying these epistatic interactions or their evolutionary consequences in proteins require high computational time. However, recently, it has been shown that the evolution of residue solvent accessibility (RSA) is tightly linked with changes in protein fitness and intra-protein epistatic interactions. This provides a computationally fast alternative, based on comparison of evolutionary rates of amino acid replacements with the rates of RSA evolutionary changes in order to recognize any shifts in epistatic interaction.
Based on RSA information, data randomization and phylogenetic approaches, we constructed a software pipeline, which can be used to analyze the evolutionary consequences of intra-protein epistatic interactions with relatively low computational time. We analyzed the evolution of 512 protein families tightly linked to mitochondrial function in Vertebrates and created "mtProtEvol", the web resource with data on protein evolution. In strict agreement with lifespan and metabolic rate data, we demonstrated that different functional categories of mitochondria-related proteins subjected to selection on accelerated and decelerated RSA rates in rodents and primates. For example, accelerated RSA evolution in rodents has been shown for Krebs cycle enzymes, respiratory chain and reactive oxygen species metabolism, while in primates these functions are stress-response, translation and mtDNA integrity. Decelerated RSA evolution in rodents has been demonstrated for translational machinery and oxidative stress response components.
mtProtEvol is an interactive resource focused on evolutionary analysis of epistatic interactions in protein families involved in Vertebrata mitochondria function and available at http://bioinfodbs.kantiana.ru/mtProtEvol /. This resource and the devised software pipeline may be useful tool for researchers in area of protein evolution.
异速进化是指系统发育树不同部位的对齐位点进化率的变化。它主要是由于取代之间的上位相互作用引起的,这些相互作用非常复杂,使得研究蛋白质进化变得困难。绝大多数用于研究这些上位相互作用或其在蛋白质中的进化后果的计算进化方法都需要很高的计算时间。然而,最近已经表明,残基溶剂可及性(RSA)的进化与蛋白质适应性和蛋白质内上位相互作用的变化密切相关。这提供了一种基于比较氨基酸替换的进化率与 RSA 进化变化率的快速替代方法,以便识别上位相互作用的任何变化。
基于 RSA 信息、数据随机化和系统发育方法,我们构建了一个软件管道,可以用于分析蛋白质内上位相互作用的进化后果,计算时间相对较短。我们分析了与脊椎动物线粒体功能紧密相关的 512 个蛋白质家族的进化,并创建了“mtProtEvol”,这是一个具有蛋白质进化数据的网络资源。与寿命和代谢率数据严格一致,我们证明了不同功能类别的与线粒体相关的蛋白质在啮齿动物和灵长类动物中受到加速和减速 RSA 率选择的影响。例如,在啮齿动物中,克雷布斯循环酶、呼吸链和活性氧代谢的 RSA 进化加速,而在灵长类动物中,这些功能是应激反应、翻译和 mtDNA 完整性。在啮齿动物中,翻译机制和氧化应激反应成分的 RSA 进化减速。
mtProtEvol 是一个交互式资源,侧重于分析与脊椎动物线粒体功能相关的蛋白质家族中的上位相互作用的进化,可在 http://bioinfodbs.kantiana.ru/mtProtEvol/ 获得。该资源和设计的软件管道可能是蛋白质进化领域研究人员的有用工具。