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Phylogenetic Estimation of Timescales Using Ancient DNA: The Effects of Temporal Sampling Scheme and Uncertainty in Sample Ages

机译:使用古代DNA进行时标的系统发育估计:时间采样方案的影响和样品时代的不确定性

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摘要

In recent years, ancient DNA has increasingly been used for estimating molecular timescales, particularly in studies of substitution rates and demographic histories. Molecular clocks can be calibrated using temporal information from ancient DNA sequences. This information comes from the ages of the ancient samples, which can be estimated by radiocarbon dating the source material or by dating the layers in which the material was deposited. Both methods involve sources of uncertainty. The performance of Bayesian phylogenetic inference depends on the information content of the data set, which includes variation in the DNA sequences and the structure of the sample ages. Various sources of estimation error can reduce our ability to estimate rates and timescales accurately and precisely. We investigated the impact of sample-dating uncertainties on the estimation of evolutionary timescale parameters using the software BEAST. Our analyses involved 11 published data sets and focused on estimates of substitution rate and root age. We show that, provided that samples have been accurately dated and have a broad temporal span, it might be unnecessary to account for sample-dating uncertainty in Bayesian phylogenetic analyses of ancient DNA. We also investigated the sample size and temporal span of the ancient DNA sequences needed to estimate phylogenetic timescales reliably. Our results show that the range of sample ages plays a crucial role in determining the quality of the results but that accurate and precise phylogenetic estimates of timescales can be made even with only a few ancient sequences. These findings have important practical consequences for studies of molecular rates, timescales, and population dynamics.
机译:近年来,古代DNA已越来越多地用于估算分子时标,尤其是在替代率和人口统计历史研究中。可以使用来自古代DNA序列的时间信息来校准分子钟。该信息来自古代样品的年龄,可以通过对源材料进行放射性碳年代测算或对材料沉积层进行年代测算来估算。两种方法都涉及不确定性。贝叶斯系统发生推断的性能取决于数据集的信息内容,其中包括DNA序列的变化和样本年龄的结构。各种估计误差源可能会降低我们准确,准确地估计速率和时标的能力。我们使用软件BEAST调查了采样日期不确定性对进化时标参数估计的影响。我们的分析涉及11个已发布的数据集,并侧重于替代率和根龄的估计。我们证明,只要样本已准确标定日期并具有宽泛的时间跨度,就可能没有必要在古代DNA的贝叶斯系统发育分析中考虑样本约会的不确定性。我们还调查了可靠估计系统发生时间尺度所需的古代DNA序列的样本大小和时间跨度。我们的结果表明,样本年龄范围在确定结果的质量中起着至关重要的作用,但是即使只有很少的古老序列,也可以做出准确而精确的时间尺度系统发育估计。这些发现对分子速率,时标和种群动态的研究具有重要的实际意义。

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