Centre for Gene Regulation and Expression, University of Dundee, Dundee DD1 5EH, United Kingdom.
European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton CB10 1SD, United Kingdom.
Genome Res. 2018 May;28(5):666-675. doi: 10.1101/gr.226845.117. Epub 2018 Apr 10.
Throughout their lifetime, cells are subject to extrinsic and intrinsic mutational processes leaving behind characteristic signatures in the genome. DNA mismatch repair (MMR) deficiency leads to hypermutation and is found in different cancer types. Although it is possible to associate mutational signatures extracted from human cancers with possible mutational processes, the exact causation is often unknown. Here, we use genome sequencing of and knockouts to reveal the mutational patterns linked to MMR deficiency and their dependency on endogenous replication errors and errors caused by deletion of the polymerase ε subunit Signature extraction from 215 human colorectal and 289 gastric adenocarcinomas revealed three MMR-associated signatures, one of which closely resembles the MMR spectrum and strongly discriminates microsatellite stable and unstable tumors (AUC = 98%). A characteristic difference between human and MMR deficiency is the lack of elevated levels of NG > NTG mutations in likely caused by the absence of cytosine (CpG) methylation in worms The other two human MMR signatures may reflect the interaction between MMR deficiency and other mutagenic processes, but their exact cause remains unknown. In summary, combining information from genetically defined models and cancer samples allows for better aligning mutational signatures to causal mutagenic processes.
在其整个生命周期中,细胞都会受到外在和内在的突变过程的影响,从而在基因组中留下特征性的特征。DNA 错配修复 (MMR) 缺陷会导致突变,并存在于不同的癌症类型中。虽然可以将从人类癌症中提取的突变特征与可能的突变过程联系起来,但确切的因果关系通常是未知的。在这里,我们使用 和 敲除的基因组测序来揭示与 MMR 缺陷相关的突变模式及其对内源性复制错误和聚合酶 ε 亚基缺失引起的错误的依赖性。从 215 个人结直肠癌和 289 个人胃腺癌中提取的突变特征揭示了三个与 MMR 相关的特征,其中一个与 MMR 谱非常相似,强烈区分微卫星稳定和不稳定的肿瘤(AUC = 98%)。人类和 MMR 缺陷之间的一个特征区别是, 中 NG>NTG 突变水平没有升高,这可能是由于蠕虫中胞嘧啶 (CpG) 甲基化的缺失所致。其他两个人类 MMR 特征可能反映了 MMR 缺陷与其他致突变过程之间的相互作用,但它们的确切原因仍不清楚。总之,将遗传定义模型和癌症样本的信息结合起来,可以更好地将突变特征与因果致突变过程对齐。