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首页> 外文期刊>Proceedings of the Royal Society. Biological sciences >Archaeal phylogenomics provides evidence in support of a methanogenic origin of the Archaea and a thaumarchaeal origin for the eukaryotes
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Archaeal phylogenomics provides evidence in support of a methanogenic origin of the Archaea and a thaumarchaeal origin for the eukaryotes

机译:古细菌系统基因组学提供证据支持古细菌的产甲烷起源和真核生物的拟南芥起源

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摘要

We have developed a machine-learning approach to identify 3537 discrete orthologue protein sequence groups distributed across all available archaeal genomes. We show that treating these orthologue groups as binary detectionon-detection data is sufficient to capture the majority of archaeal phylogeny. We subsequently use the sequence data from these groups to infer a method and substitution-model-independent phylogeny. By holding this phylogeny constrained and interrogating the intersection of this large dataset with both the Eukarya and the Bacteria using Bayesian and maximum-likelihood approaches, we propose and provide evidence for a methanogenic origin of the Archaea. By the same criteria, we also provide evidence in support of an origin for Eukarya either within or as sisters to the Thaumarchaea.
机译:我们已经开发出一种机器学习方法来识别分布在所有可用古细菌基因组中的3537个离散直向同源蛋白序列组。我们表明,将这些直向同源物组视为二进制检测/未检测数据足以捕获大多数古细菌系统发育。随后,我们使用来自这些组的序列数据来推断方法和独立于替换模型的系统发育。通过使用贝叶斯方法和最大似然方法,通过限制这种系统发育并限制了该大型数据集与Eukarya和Bacteria的交集,我们提出并提供了古细菌产甲烷作用起源的证据。按照相同的标准,我们还提供了证据来证明Eukarya在Thaumarchaea内或与其为姐妹的起源。

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