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Pysubsim-tree: A package for simulating tumor genomes according to tumor evolution history

机译:Pysubsim-tree:根据肿瘤进化历史模拟肿瘤基因组的软件包

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Next-generation sequencing (NGS) and the third generation sequencing (TGS) have recently allowed us to develop algorithms to quantitatively dissect the extent of heterogeneity within a tumour, resolve cancer evolution history and identify the somatic variations and aneuploidy events. Simulation of tumor NGS and TGS data serves as a powerful and cost-effective approach for benchmarking these algorithms, however, there is no available tool that could simulate all the distinct subclonal genomes with diverse aneuploidy events and somatic variations according to the given tumor evolution history. We provide a simulation package, Pysubsim-tree, which could simulate the tumor genomes according to their evolution history defined by the somatic variations and aneuploidy events. Pysubsim-tree is free, open source, available at: https://github.com/dustincys/pysubsimtree.
机译:下一代测序(NGS)和第三代测序(TGS)最近使我们能够开发算法,以定量地剖析肿瘤中的异质性程度,解析癌症进化史并识别体细胞变异和非整倍性事件。肿瘤NGS和TGS数据的模拟是对这些算法进行基准测试的有力且经济高效的方法,但是,没有可用的工具可以根据给定的肿瘤进化历史来模拟具有不同的非整倍性事件和体细胞变异的所有不同的亚克隆基因组。我们提供了一个模拟程序包Pysubsim-tree,它可以根据体细胞变异和非整倍性事件定义的进化历史来模拟肿瘤基因组。 Pysubsim-tree是免费的开放源代码,可从以下网址获得:https://github.com/dustincys/pysubsimtree。

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