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Conditional Coalescent Trees With Two Mutation Rates and Their Application to Genomic Instability

机译:具有两个突变率的条件合并树及其在基因组不稳定性中的应用

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摘要

Humans have invested several genes in DNA repair and fidelity replication. To account for the disparity between the rarity of mutations in normal cells and the large number of mutations present in cancer, an hypothesis is that cancer cells must exhibit a mutator phenotype (genomic instability) during tumor progression, with the initiation of abnormal mutation rates caused by the loss of mismatch repair. In this study we introduce a stochastic model of mutation in tumor cells with the aim of estimating the amount of genomic instability due to the alteration of DNA repair genes. Our approach took into account the difficulties generated by sampling within tumoral clones and the fact that these clones must be difficult to isolate. We provide corrections to two classical statistics to obtain unbiased estimators of the raised mutation rate, and we show that large statistical errors may be associated with such estimators. The power of these new statistics to reject genomic instability is assessed and proved to increase with the intensity of mutation rates. In addition, we show that genomic instability cannot be detected unless the raised mutation rates exceed the normal rates by a factor of at least 1000.
机译:人类已经在DNA修复和保真复制中投入了多个基因。为了说明正常细胞中的突变稀有性与癌症中存在的大量突变之间的差异,一种假设是,癌细胞必须在肿瘤进展过程中表现出突变体表型(基因组不稳定性),并引发异常突变率由失配造成的损失修复。在这项研究中,我们引入了肿瘤细胞突变的随机模型,目的是估计由于DNA修复基因的改变而导致的基因组不稳定性。我们的方法考虑了在肿瘤克隆中取样产生的困难,以及这些克隆必须难以分离的事实。我们提供了对两个经典统计量的更正,以获得突变率升高的无偏估计量,并且我们证明了较大的统计误差可能与此类估计量有关。评估了这些新统计数据拒绝基因组不稳定性的能力,并证明其随着突变率的增加而增强。此外,我们表明除非提高的突变率超过正常率至少1000倍,否则无法检测到基因组不稳定性。

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