LBPO.BCS02 · 生物信息与计算 · Late-Breaking
正常组织中的成簇体细胞突变揭示了与癌症共有及分歧的机制
Clustered somatic mutations in normal tissues reveals shared and divergent mechanisms with cancer
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
体细胞突变在整个人体组织中产生,然而其中一部分以空间成簇的形式出现,称为成簇突变,反映了局部的突变爆发。这些事件的复杂程度各异,从双碱基(DBS)和多核苷酸(MNS)置换到更大的突变簇(如omikli和kataegis),后者可跨越数十至数千个碱基。尽管在癌症中已得到充分表征,但成簇突变在正常组织中的普遍性、起源和生物学作用仍不清楚。在此,我们首次对涵盖11种人类组织的3,859个全基因组测序正常样本进行了全面的泛组织分析。利用统计建模检测成簇事件的主要亚类,我们识别出广泛的组织特异性和共有的成簇突变特征,包括UV光、烟草、AID和APOBEC相关过程,以及若干先前未描述的特征,包括皮肤中一种新的补骨脂素(psoralen)相关特征,和肝硬化肝脏中一种新的DBS特征。此外,我们发现成簇突变在不同类型组织间差异显著,在肝脏和肺脏等组织中随病理严重程度增加,且相对于非成簇突变对蛋白质改变后果表现出富集。值得注意的是,我们揭示了正常组织中一种此前未被识别的转录偶联型APOBEC致突变过程,其特征是在早期复制、高表达的基因组区域中富集,且独立于结构变异发生。该过程还持续存在于一部分人类癌症中,表明APOBEC驱动的致突变可在肿瘤发生之前起源,并在疾病进展过程中演化。总之,我们的发现揭示成簇致突变是正常人类体细胞基因组的一个普遍特征,由内源性和外源性过程共同塑造,对早期癌症演化以及健康与疾病中的体细胞变异具有重要意义。
查看英文原文 English abstract
Somatic mutations arise throughout human tissues, yet a subset occur in spatial clusters, termed clustered mutations, that reflect localized bursts of mutagenesis. These events range in complexity and span from doublet (DBS) and multi-nucleotide (MNS) substitutions to larger mutational showers such as omikli and kataegis, which can extend across tens to thousands of bases. Although well-characterized in cancer, the prevalence, origins, and biological roles of clustered mutations in normal tissues remain unclear. Here, we present the first comprehensive pan-tissue analysis of 3,859 whole-genome-sequenced normal samples spanning 11 human tissues. Using statistical modeling to detect major subclasses of clustered events, we identify extensive tissue-specific and shared clustered mutational signatures, including UV light-, tobacco-, AID-, and APOBEC-associated processes, along with several previously undescribed signatures including a novel psoralen-associated signature in skin, and a novel DBS signature in cirrhotic livers. Furthermore, we discover that clustered mutations vary markedly across different types of tissues, increase with pathological severity for tissues such as livers and lungs, and show enrichment for protein-altering consequences relative to non-clustered mutations. Notably, we uncover a previously unrecognized transcription-coupled form of APOBEC mutagenesis in normal tissues, characterized by enrichment in early-replicating, highly expressed genomic regions and occurring independently of structural variants. This process also persists in a subset of human cancers, indicating that APOBEC-driven mutagenesis can originate prior to tumorigenesis and evolve during disease progression. Together, our findings reveal clustered mutagenesis as a widespread feature of normal human somatic genomes, shaped by both endogenous and exogenous processes, with implications for early cancer evolution and somatic variation in health and disease.
利益披露 Disclosure
E. Bergstrom,
Acurion Stock Option, Patent, Independent consultant.
Natera Employment.
R. Wu, None..
M. Kundu, None.
L. Alexandrov,
Acurion co-founder, CSO, scientific advisory member, and consultant for Acurion (formerly io9), has equity and receives income.
Inocras compensated member of the scientific advisory board.