变色
生物
拷贝数变化
人类基因组
计算生物学
基因组不稳定性
癌症
杂合子丢失
基因组
染色体不稳定性
外显子组
基因
外显子组测序
拷贝数分析
遗传学
突变
DNA
染色体
DNA损伤
等位基因
作者
Christopher D. Steele,Ammal Abbasi,S. M. Ashiqul Islam,Azhar Khandekar,Kerstin Haase,Shadi Hames-Fathi,Maxime Tarabichi,Tom Lesluyes,Adrienne M. Flanagan,Fredrik Mertens,Peter Van Loo,Ludmil B. Alexandrov,Nischalan Pillay
标识
DOI:10.1101/2021.04.30.441940
摘要
ABSTRACT The gains and losses of DNA that emerge as a consequence of mitotic errors and chromosomal instability are prevalent in cancer. These copy number alterations contribute to cancer initiaition, progression and therapeutic resistance. Here, we present a conceptual framework for examining the patterns of copy number alterations in human cancer using whole-genome sequencing, whole-exome sequencing, and SNP6 microarray data making it widely applicable to diverse datasets. Deploying this framework to 9,873 cancers representing 33 human cancer types from the TCGA project revealed a set of 19 copy number signatures that explain the copy number patterns of 93% of TCGA samples. 15 copy number signatures were attributed to biological processes of whole-genome doubling, aneuploidy, loss of heterozygosity, homologous recombination deficiency, and chromothripsis. The aetiology of four copy number signatures are unexplained and some cancer types have unique patterns of amplicon signatures associated with extrachromosomal DNA, disease-specific survival, and gains of proto-oncogenes such as MDM2 . In contrast to base-scale mutational signatures, no copy number signature associated with known cancer risk factors. The results provide a foundation for exploring patterns of copy number changes in cancer genomes and synthesise the global landscape of copy number alterations in human cancer by revealing a diversity of mutational processes giving rise to copy number changes.
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