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首页> 外文期刊>BMC Bioinformatics >Integrated pipeline for inferring the evolutionary history of a gene family embedded in the species tree: a case study on the STIMATE gene family
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Integrated pipeline for inferring the evolutionary history of a gene family embedded in the species tree: a case study on the STIMATE gene family

机译:集成管道以推断物种树中嵌入的基因家族的进化历史:以STIMATE基因家族为例

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Background 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. Results 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 Ca2+ entry (SOCE) mediated by ORAI and STIM proteins. We inferred their phylogenetic trees in 69 sequenced chordate genomes. Conclusions 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.
机译:背景技术由于系统发育推断是回答许多进化问题的重要基础,因此已经开发了许多算法。这些算法中的一些已经通过将基因进化模型与适应进化过程的层次结构的期望进行整合而得到了改进。据我们所知,仍然没有单一的统一模型或算法可以通过逐步或同时方法将所有进化过程考虑在内。结果基于三种现有的系统发育推理算法,我们构建了一条集成的管道来推断给定基因家族的进化历史。该管道可以模拟基因序列进化,基因重复损失,基因转移和多物种合并过程。作为一个案例研究,我们将此管道应用于STIMATE(TMEM110)基因家族,最近据报道该家族在ORAI和ODI介导的存储操作Ca 2 + 进入(SOCE)中起着重要作用。 STIM蛋白。我们在69个测序的碳酸盐基因组中推断出它们的系统发育树。结论通过将三种树木重建算法与不同的进化模型相结合,开发了一个推断基因家族进化历史的流水线,并证明了其应用。

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