重新定义的InDel分类法提供了对突变签名的深入了解

IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY
Gene Ching Chiek Koh, Arjun Scott Nanda, Giuseppe Rinaldi, Soraya Boushaki, Andrea Degasperi, Cherif Badja, Andrew Marcel Pregnall, Salome Jingchen Zhao, Lucia Chmelova, Daniella Black, Laura Heskin, João Dias, Jamie Young, Yasin Memari, Scott Shooter, Jan Czarnecki, Matthew Arthur Brown, Helen Ruth Davies, Xueqing Zou, Serena Nik-Zainal
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引用次数: 0

摘要

尽管它们有有害的影响,但是小的插入和删除(InDels)受到的关注远远少于替换。在这里,我们生成了等基因crispr编辑的复制后修复功能障碍(PRRd)的人类细胞模型,包括DNA错配修复(MMR)和复制聚合酶(Pol ε和Pol δ)的单独和联合基因编辑。揭示了独特的、多样的InDel突变足迹。然而,现行的InDel分类框架无法区分这些InDel特征与背景突变以及彼此之间的差异。为了解决这个问题,我们开发了另一种InDel分类系统,该系统考虑了侧翼序列和信息基序(例如,更长的均聚物),使InDel分类明确为89个亚型。通过对来自10万基因组计划的7种肿瘤类型的重点表征,我们发现了37个InDel特征;27个是新的。除了揭示以前隐藏的生物学见解外,我们还开发了prrdetect -一种高度特异性的肿瘤PRRd状态分类器,具有潜在的免疫治疗意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A redefined InDel taxonomy provides insights into mutational signatures

A redefined InDel taxonomy provides insights into mutational signatures
Despite their deleterious effects, small insertions and deletions (InDels) have received far less attention than substitutions. Here we generated isogenic CRISPR-edited human cellular models of postreplicative repair dysfunction (PRRd), including individual and combined gene edits of DNA mismatch repair (MMR) and replicative polymerases (Pol ε and Pol δ). Unique, diverse InDel mutational footprints were revealed. However, the prevailing InDel classification framework was unable to discriminate these InDel signatures from background mutagenesis and from each other. To address this, we developed an alternative InDel classification system that considers flanking sequences and informative motifs (for example, longer homopolymers), enabling unambiguous InDel classification into 89 subtypes. Through focused characterization of seven tumor types from the 100,000 Genomes Project, we uncovered 37 InDel signatures; 27 were new. In addition to unveiling previously hidden biological insights, we also developed PRRDetect—a highly specific classifier of PRRd status in tumors, with potential implications for immunotherapies. This paper describes a framework for classifying small insertions and deletions from genomic data and applies it to a large dataset comprising seven tumor types. The analysis highlights new insertion and deletion signatures and a classifier of postreplicative repair dysfunction.
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来源期刊
Nature genetics
Nature genetics 生物-遗传学
CiteScore
43.00
自引率
2.60%
发文量
241
审稿时长
3 months
期刊介绍: Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation. Integrative genetic topics comprise, but are not limited to: -Genes in the pathology of human disease -Molecular analysis of simple and complex genetic traits -Cancer genetics -Agricultural genomics -Developmental genetics -Regulatory variation in gene expression -Strategies and technologies for extracting function from genomic data -Pharmacological genomics -Genome evolution
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