Song Jia, Zheng Sisi, Nguyen Nhung, Wang Youjun, Zhou Yubin, Lin Kui
MOE Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing, 100875, China.
Beijing Key Laboratory of Gene Resources and Molecular Development College of Life Sciences, Beijing Normal University, Beijing, 100875, China.
BMC Bioinformatics. 2017 Oct 3;18(1):439. doi: 10.1186/s12859-017-1850-2.
Because phylogenetic inference is an important basis for answering many evolutionary problems, a large number of algorithms have been developed. Some of these algorithms have been improved by integrating gene evolution models with the expectation of accommodating the hierarchy of evolutionary processes. To the best of our knowledge, however, there still is no single unifying model or algorithm that can take all evolutionary processes into account through a stepwise or simultaneous method.
On the basis of three existing phylogenetic inference algorithms, we built an integrated pipeline for inferring the evolutionary history of a given gene family; this pipeline can model gene sequence evolution, gene duplication-loss, gene transfer and multispecies coalescent processes. As a case study, we applied this pipeline to the STIMATE (TMEM110) gene family, which has recently been reported to play an important role in store-operated Ca entry (SOCE) mediated by ORAI and STIM proteins. We inferred their phylogenetic trees in 69 sequenced chordate genomes.
By integrating three tree reconstruction algorithms with diverse evolutionary models, a pipeline for inferring the evolutionary history of a gene family was developed, and its application was demonstrated.
由于系统发育推断是回答许多进化问题的重要基础,因此已经开发了大量算法。其中一些算法通过整合基因进化模型得到了改进,以期适应进化过程的层级结构。然而,据我们所知,仍然没有一个统一的模型或算法能够通过逐步或同时的方法考虑所有进化过程。
基于三种现有的系统发育推断算法,我们构建了一个用于推断给定基因家族进化历史的集成流程;该流程可以对基因序列进化、基因复制-丢失、基因转移和多物种合并过程进行建模。作为一个案例研究,我们将此流程应用于STIMATE(TMEM110)基因家族,该基因家族最近被报道在由ORAI和STIM蛋白介导的储存式钙内流(SOCE)中起重要作用。我们在69个已测序的脊索动物基因组中推断了它们的系统发育树。
通过整合三种具有不同进化模型的树重建算法,开发了一个用于推断基因家族进化历史的流程,并展示了其应用。