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The utility of ancient human DNA for improving allele age estimates with implications for demographic models and tests of natural selection

机译:古代人类DNA在改善等位基因年龄估计中的效用对人口统计学模型和自然选择的检验具有启示意义

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摘要

The age of polymorphic alleles in humans is often estimated from population genetic patterns in extant human populations, such as allele frequencies, linkage disequilibrium, and rate of mutations. Ancient DNA can improve the accuracy of such estimates, as well as facilitate testing the validity of demographic models underlying many population genetic methods. Specifically, the presence of an allele in a genome derived from an ancient sample testifies that the allele is at least as old as that sample. In this study, we consider a common method for estimating allele age based on allele frequency as applied to variants from the US National Institutes of Health (NIH) Heart, Lung, and Blood Institute (NHLBI) Exome Sequencing Project. We view these estimates in the context of the presence or absence of each allele in the genomes of the 5300 year old Tyrolean Iceman, Ötzi, and of the 50,000 year old Altai Neandertal. Our results illuminate the accuracy of these estimates and their sensitivity to demographic events that were not included in the model underlying age estimation. Specifically, allele presence in the Iceman genome provides a good fit of allele age estimates to the expectation based on the age of that specimen. The equivalent based on the Neandertal genome leads to a poorer fit. This is likely due in part to the older age of the Neandertal and the older time of the split between modern humans and Neandertals, but also due to gene flow from Neandertals to modern humans not being considered in the underlying demographic model. Thus, the incorporation of ancient DNA can improve allele age estimation, demographic modeling, and tests of natural selection. Our results also point to the importance of considering a more diverse set of ancient samples for understanding the geographic and temporal range of individual alleles.
机译:人类多态等位基因的年龄通常是根据现有人群的遗传基因模式估算的,例如等位基因频率,连锁不平衡和突变率。古代DNA可以提高这种估计的准确性,并有助于测试许多人口遗传方法所依据的人口统计学模型的有效性。具体而言,在源自古代样品的基因组中等位基因的存在证明等位基因至少与该样品一样古老。在这项研究中,我们考虑了一种基于等位基因频率估算等位基因年龄的通用方法,该方法适用于美国国立卫生研究院(NIH)心脏,肺和血液研究所(NHLBI)外显子组测序项目的变体。我们在5300年的Tyrolean Iceman,Ötzi和50,000年的Altai Neandertal的基因组中是否存在每个等位基因的背景下查看这些估计。我们的结果阐明了这些估计的准确性及其对人口统计事件的敏感性,而年龄估算所依据的模型并未包括这些人口统计事件。具体而言,Iceman基因组中的等位基因存在使等位基因年龄估计与基于该样本年龄的期望值非常吻合。基于尼安德特人基因组的结果导致拟合度较差。这可能部分是由于尼安德特人的年龄较大,以及现代人和尼安德特人之间的分裂时间延长,也可能是由于在基本人口模型中未考虑从尼安德特人到现代人的基因流动。因此,纳入古代DNA可以改善等位基因年龄估计,人口统计学建模和自然选择测试。我们的结果还指出,考虑一组更多样化的古代样本对于理解单个等位基因的地理和时间范围的重要性。

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