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使用化石保存和分子进化的机制模型来测试分子钟。

Testing the molecular clock using mechanistic models of fossil preservation and molecular evolution.

作者信息

Warnock Rachel C M, Yang Ziheng, Donoghue Philip C J

机构信息

School of Earth Sciences, University of Bristol, Life Sciences Building, Tyndall Avenue, Bristol BS8 1TQ, UK

Department of Paleobiology, National Museum of Natural History, The Smithsonian Institution, Washington, DC 20560, USA.

出版信息

Proc Biol Sci. 2017 Jun 28;284(1857). doi: 10.1098/rspb.2017.0227.

Abstract

Molecular sequence data provide information about relative times only, and fossil-based age constraints are the ultimate source of information about absolute times in molecular clock dating analyses. Thus, fossil calibrations are critical to molecular clock dating, but competing methods are difficult to evaluate empirically because the true evolutionary time scale is never known. Here, we combine mechanistic models of fossil preservation and sequence evolution in simulations to evaluate different approaches to constructing fossil calibrations and their impact on Bayesian molecular clock dating, and the relative impact of fossil versus molecular sampling. We show that divergence time estimation is impacted by the model of fossil preservation, sampling intensity and tree shape. The addition of sequence data may improve molecular clock estimates, but accuracy and precision is dominated by the quality of the fossil calibrations. Posterior means and medians are poor representatives of true divergence times; posterior intervals provide a much more accurate estimate of divergence times, though they may be wide and often do not have high coverage probability. Our results highlight the importance of increased fossil sampling and improved statistical approaches to generating calibrations, which should incorporate the non-uniform nature of ecological and temporal fossil species distributions.

摘要

分子序列数据仅提供相对时间信息,而基于化石的年龄限制是分子钟定年分析中绝对时间信息的最终来源。因此,化石校准对于分子钟定年至关重要,但由于真实的进化时间尺度永远未知,很难通过实证评估相互竞争的方法。在这里,我们在模拟中结合化石保存和序列进化的机制模型,以评估构建化石校准的不同方法及其对贝叶斯分子钟定年的影响,以及化石采样与分子采样的相对影响。我们表明,分歧时间估计受到化石保存模型、采样强度和树形的影响。序列数据的增加可能会改善分子钟估计,但准确性和精确性主要由化石校准的质量决定。后验均值和中位数并不能很好地代表真实的分歧时间;后验区间能提供更准确的分歧时间估计,尽管它们可能很宽且通常没有高覆盖概率。我们的结果强调了增加化石采样和改进生成校准的统计方法的重要性,这些方法应纳入生态和时间化石物种分布的非均匀性质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e37/5489717/f0a5ddf71612/rspb20170227-g1.jpg

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