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Inference of Ancestral Recombination Graphs through Topological Data Analysis

机译:通过拓扑数据分析推断祖先重组图

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Author Summary Evolution occurs through different mechanisms, including point mutations, gene duplication, horizontal gene transfer, and recombinations. Some of these mechanisms cannot be captured by tree graphs. We present a framework, based on the mathematical tools of computational topology, that can explicitly accommodate both recombination and mutation events across the evolutionary history of a sample of genomic sequences. This approach generates a new type of summary graph and algebraic structures that provide quantitative information on the evolutionary scale and frequency of recombination events. The accompanying software, TARGet, is applied to several examples, including migration between sexually-reproducing populations, human recombination, and recombination in Darwin's finches.
机译:作者摘要进化是通过不同的机制发生的,包括点突变,基因重复,水平基因转移和重组。其中一些机制无法通过树图捕获。我们提出了一个基于计算拓扑的数学工具的框架,该框架可以在整个基因组序列样本的进化历史中明确容纳重组和突变事件。这种方法生成了一种新型的摘要图和代数结构,它们提供了有关重组事件的进化规模和频率的定量信息。随附的软件TARGet已应用于多个示例,包括在有性繁殖人群之间迁移,人类重组以及达尔文雀科鸟类的重组。

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