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Model-based detection and analysis of introgressed Neanderthalancestry in modern humans

机译:基于模型的渗入穴居人的检测与分析现代人类的祖先

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摘要

Genetic evidence has revealed that the ancestors of modern human populations outside Africa and their hominin sister groups, notably Neanderthals, exchanged genetic material in the past. The distribution of these introgressed sequence-tracts along modern-day human genomes provides insight into the selective forces acting on them and the role of introgression in the evolutionary history of hominins. Studying introgression patterns on the X-chromosome is of particular interest, as sex chromosomes are thought to play a special role in speciation. Recent studies have developed methods to localize introgressed ancestries, reporting long regions that are depleted of Neanderthal introgression and enriched in genes, suggesting negative selection against the Neanderthal variants. On the other hand, enriched Neanderthal ancestry in hair- and skin-related genes suggests that some introgressed variants facilitated adaptation to new environments. Here, we present a model-based introgression detection method called diCal-admix. We demonstrate its efficiency and accuracy through extensive simulations, and apply it to detect tracts of Neanderthal introgression in modern human individuals from the 1000 Genomes Project. Our findings are largely concordant with previous studies,consistent with weak selection against Neanderthal ancestry. We find evidencethat selection against Neanderthal ancestry was due to higher genetic load inNeanderthals resulting from small effective population size, rather thanwidespread Dobzhansky-Müller incompatibilities (DMIs) that couldcontribute to reproductive isolation. Moreover, we confirm the previouslyreported low level of introgression on the X-chromosome, but find littleevidence that DMIs contributed to this pattern.
机译:遗传证据表明,非洲以外的现代人类的祖先及其人类姐妹团体,尤其是尼安德特人,过去曾交换过遗传物质。这些渐渗的序列片段在现代人类基因组中的分布提供了洞察作用于它们的选择性力以及渐渗在人糖素进化史中的作用的见识。研究X染色体上的基因渗入模式特别受关注,因为人们认为性染色体在物种形成中起特殊作用。最近的研究已经开发出定位渗入祖先的方法,报告了耗尽尼安德特人渗入并且富含基因的长区域,表明对尼安德特人变种的阴性选择。另一方面,在头发和皮肤相关基因中丰富的尼安德特人血统表明,一些渗入的变体促进了对新环境的适应。在这里,我们提出了一种基于模型的渗入检测方法,称为 diCal-admix 。我们通过广泛的仿真证明了其效率和准确性,并将其应用于检测来自1000个基因组计划的现代个体中尼安德特人的基因渗入。我们的发现与先前的研究基本一致,与对尼安德特人血统的选择不力相符。我们找到证据反对尼安德特人血统的选择是由于尼安德特人是由于有效人口规模较小而不是广泛的Dobzhansky-Müller不兼容(DMI)有助于生殖隔离。此外,我们确认之前报道X染色体的基因渗入水平低,但很少发现DMI促成这种模式的证据。

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