Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA.
Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
Nat Commun. 2024 Mar 6;15(1):2025. doi: 10.1038/s41467-024-46414-5.
The timing and fitness effect of somatic copy number alterations (SCNA) in cancer evolution remains poorly understood. Here we present a framework to determine the timing of a clonal SCNA that encompasses multiple gains. This involves calculating the proportion of time from its last gain to the onset of population expansion (lead time) as well as the proportion of time prior to its first gain (initiation time). Our method capitalizes on the observation that a genomic segment, while in a specific copy number (CN) state, accumulates point mutations proportionally to its CN. Analyzing 184 whole genome sequenced samples from 75 patients across five tumor types, we commonly observe late gains following early initiating events, occurring just before the clonal expansion relevant to the sampling. These include gains acquired after genome doubling in more than 60% of cases. Notably, mathematical modeling suggests that late clonal gains may contain final-expansion drivers. Lastly, SCNAs bolster mutational diversification between subpopulations, exacerbating the circle of proliferation and increasing heterogeneity.
肿瘤进化中体细胞拷贝数改变(SCNA)的时间和适应性效应仍知之甚少。在这里,我们提出了一个确定克隆性 SCNA 时间的框架,该框架包含多个增益。这涉及计算从最后一次增益到种群扩张开始的时间比例(领先时间),以及首次增益之前的时间比例(起始时间)。我们的方法利用了这样一个观察结果,即基因组片段在特定的拷贝数(CN)状态下,其点突变的积累与 CN 成正比。对来自五个肿瘤类型的 75 名患者的 184 个全基因组测序样本进行分析,我们通常观察到早期起始事件后出现晚期增益,这些增益发生在与采样相关的克隆扩张之前。其中超过 60%的病例在基因组加倍后获得了增益。值得注意的是,数学模型表明晚期克隆增益可能包含最终扩张驱动因素。最后,SCNA 增强了亚群之间的突变多样化,加剧了增殖循环,增加了异质性。