The Francis Crick Institute, London, United Kingdom.
Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Cancer Discov. 2024 Oct 4;14(10):1810-1822. doi: 10.1158/2159-8290.CD-23-1249.
Tumors frequently display high chromosomal instability and contain multiple copies of genomic regions. Here, we describe Gain Route Identification and Timing In Cancer (GRITIC), a generic method for timing genomic gains leading to complex copy number states, using single-sample bulk whole-genome sequencing data. By applying GRITIC to 6,091 tumors, we found that non-parsimonious evolution is frequent in the formation of complex copy number states in genome-doubled tumors. We measured chromosomal instability before and after genome duplication in human tumors and found that late genome doubling was followed by an increase in the rate of copy number gain. Copy number gains often accumulate as punctuated bursts, commonly after genome doubling. We infer that genome duplications typically affect the landscape of copy number losses, while only minimally impacting copy number gains. In summary, GRITIC is a novel copy number gain timing framework that permits the analysis of copy number evolution in chromosomally unstable tumors. Significance: Complex genomic gains are associated with whole-genome duplications, which are frequent across tumors, span a large fraction of their genomes, and are linked to poorer outcomes. GRITIC infers when these gains occur during tumor development, which will help to identify the genetic events that drive tumor evolution. See related commentary by Taylor, p. 1766.
肿瘤通常表现出高度的染色体不稳定性,并包含基因组区域的多个拷贝。在这里,我们描述了一种用于确定导致复杂拷贝数状态的基因组增益时间的通用方法,即Gain Route Identification and Timing In Cancer(GRITIC),该方法使用单样本批量全基因组测序数据。通过将 GRITIC 应用于 6091 个肿瘤,我们发现非简约进化在基因组加倍肿瘤中复杂拷贝数状态的形成中很常见。我们在人类肿瘤中测量了基因组加倍前后的染色体不稳定性,发现晚期基因组加倍后,拷贝数增益的速率增加。拷贝数增益通常作为间断爆发积累,通常在基因组加倍后。我们推断,基因组加倍通常会影响拷贝数缺失的景观,而对拷贝数增益的影响最小。总之,GRITIC 是一种新颖的拷贝数增益时间框架,允许分析染色体不稳定肿瘤中的拷贝数进化。意义:复杂的基因组增益与全基因组加倍有关,全基因组加倍在肿瘤中很常见,跨越它们基因组的很大一部分,并且与较差的结果相关。GRITIC 推断这些增益发生在肿瘤发展过程中的时间,这将有助于确定驱动肿瘤进化的遗传事件。请参阅相关评论文章,由 Taylor 撰写,第 1766 页。