AncestryGrapher 工具包:Python 命令行管道,用于可视化 RFMIX 第 2 版软件中的全球和本地祖先推断。

Alessandro Lisi, Michael C Campbell
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引用次数: 0

摘要

摘要:混血是影响人类群体遗传变异水平和模式的一个基本过程。RFMIX 第 2 版(RFMIX2)采用稳健的建模方法来确定混血人群的遗传祖先。然而,该软件没有内置的方法来直观地总结分析结果。在此,我们介绍 AncestryGrapher 工具包,它能将 RFMIX2 的数值输出转换为全局和局部祖先的图形表示(即分别表示每个个体的祖先成分和沿染色体的遗传祖先):为了证明我们的方法的实用性,我们应用 AncestryGrapher 工具包可视化了人类基因组多样性面板(HGDP)中北非 Mozabite Berber 人群中个体的全局和局部祖先关系。结果显示,莫扎比特柏柏尔人的祖先来自中东、欧洲和撒哈拉以南非洲(全球祖先)。我们还发现,祖先的人口来源在染色体上有很大差异(地方祖先)。例如,我们在 2 号染色体上的基因组区域观察到地方祖先的差异,该区域含有与乳糖酶持久性(LP)相关的 MCM6 基因调控序列,而乳糖酶持久性是与成人牛奶消费的文化发展相关的人类适应性特征。总之,AncestryGrapher 工具包有助于探索、解释和报告人类的祖先模式:AncestryGrapher 工具包是免费开源的,https://github.com/alisi1989/RFmix2-Pipeline-to-plot.Supplementary:补充数据可在 Bioinformatics online 上获取。
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AncestryGrapher toolkit: Python command-line pipelines to visualize global- and local- ancestry inferences from the RFMIX version 2 software.

Summary: Admixture is a fundamental process that has shaped levels and patterns of genetic variation in human populations. RFMIX version 2 (RFMIX2) utilizes a robust modeling approach to identify the genetic ancestries in admixed populations. However, this software does not have a built-in method to visually summarize the results of analyses. Here, we introduce the AncestryGrapher toolkit, which converts the numerical output of RFMIX2 into graphical representations of global and local ancestry (i.e. the per-individual ancestry components and the genetic ancestry along chromosomes, respectively).

Results: To demonstrate the utility of our methods, we applied the AncestryGrapher toolkit to visualize the global and local ancestry of individuals in the North African Mozabite Berber population from the Human Genome Diversity Panel. Our results showed that the Mozabite Berbers derived their ancestry from the Middle East, Europe, and sub-Saharan Africa (global ancestry). We also found that the population origin of ancestry varied considerably along chromosomes (local ancestry). For example, we observed variance in local ancestry in the genomic region on Chromosome 2 containing the regulatory sequence in the MCM6 gene associated with lactase persistence, a human trait tied to the cultural development of adult milk consumption. Overall, the AncestryGrapher toolkit facilitates the exploration, interpretation, and reporting of ancestry patterns in human populations.

Availability and implementation: The AncestryGrapher toolkit is free and open source on https://github.com/alisi1989/RFmix2-Pipeline-to-plot.

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