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溯祖方法在推断濒危双峰驼近期和古代基因流动方面的作用。

The power of coalescent methods for inferring recent and ancient gene flow in endangered Bactrian camels.

作者信息

Zhu Tianqi, Wang Zhen, Yang Ziheng

机构信息

State Key Laboratory of Mathematical Science, Chinese Academy of Sciences, Beijing 100190, China.

Shanghai Institute of Nutrition and Health, Key Laboratory of Computational Biology, Chinese Academy of Sciences, Shanghai 200031, China.

出版信息

Proc Natl Acad Sci U S A. 2025 Aug 5;122(31):e2410949122. doi: 10.1073/pnas.2410949122. Epub 2025 Jul 28.

Abstract

Genomic sequence data harbor valuable information concerning the history of species divergence and interspecific gene flow and may offer important insights into conservation of endangered species. However, extracting such information from genomic data requires powerful statistical inference methods. A recent analysis of genomic sequence data found little evidence for gene flow from domestic Bactrian camels into the endangered wild Bactrian species. Nevertheless, the methods used to infer gene flow are based on data summaries and lack the power and precision to represent the complex phylogenetic history of the species with gene flow. Here, we apply Bayesian methods to genomic sequence data to test for both recent and ancient gene flow among the three species in the genus and to estimate the strength and timing of gene flow. We detect a strong signal of gene flow from domestic into wild Bactrian camels, confirming early evidence based on mitochondrial DNA and the Y chromosome. Overall gene flow appears to affect the autosomal genome uniformly, with similar effective rates of gene flow for exonic and noncoding regions. Estimation of species divergence times is seriously affected if gene flow is not accommodated in the analysis. Our results highlight the power of the coalescent model in analysis of genomic data and the utility of the coding as well as noncoding parts of the genome in elucidating the evolutionary history of modern species.

摘要

基因组序列数据蕴含着有关物种分化历史和种间基因流动的宝贵信息,可能为濒危物种的保护提供重要见解。然而,从基因组数据中提取此类信息需要强大的统计推断方法。最近对基因组序列数据的分析几乎没有发现家养双峰驼向濒危野生双峰驼物种基因流动的证据。尽管如此,用于推断基因流动的方法是基于数据汇总的,缺乏呈现具有基因流动物种复杂系统发育历史的能力和精度。在这里,我们将贝叶斯方法应用于基因组序列数据,以测试该属中三个物种之间近期和古代的基因流动,并估计基因流动的强度和时间。我们检测到家养双峰驼向野生双峰驼强烈的基因流动信号,证实了基于线粒体DNA和Y染色体的早期证据。总体而言,基因流动似乎对常染色体基因组产生均匀影响,外显子区域和非编码区域的基因流动有效率相似。如果在分析中不考虑基因流动,物种分化时间的估计会受到严重影响。我们的结果突出了溯祖模型在基因组数据分析中的强大作用,以及基因组编码和非编码部分在阐明现代物种进化历史方面的效用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f03/12337305/0f1b098d4f31/pnas.2410949122fig01.jpg

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