School of Computer Science and Systems Biology Ireland, University College Dublin, Dublin, Ireland.
Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland.
Mol Syst Biol. 2023 Dec 6;19(12):e11987. doi: 10.15252/msb.202311987. Epub 2023 Nov 14.
Genomic instability is a hallmark of cancer, resulting in tumor genomes having large numbers of genetic aberrations, including homozygous deletions of protein coding genes. That tumor cells remain viable in the presence of such gene loss suggests high robustness to genetic perturbation. In model organisms and cancer cell lines, paralogs have been shown to contribute substantially to genetic robustness-they are generally more dispensable for growth than singletons. Here, by analyzing copy number profiles of > 10,000 tumors, we test the hypothesis that the increased dispensability of paralogs shapes tumor genome evolution. We find that genes with paralogs are more likely to be homozygously deleted and that this cannot be explained by other factors known to influence copy number variation. Furthermore, features that influence paralog dispensability in cancer cell lines correlate with paralog deletion frequency in tumors. Finally, paralogs that are broadly essential in cancer cell lines are less frequently deleted in tumors than non-essential paralogs. Overall, our results suggest that homozygous deletions of paralogs are more frequently observed in tumor genomes because paralogs are more dispensable.
基因组不稳定性是癌症的一个标志,导致肿瘤基因组存在大量的遗传异常,包括蛋白质编码基因的纯合缺失。在存在这种基因丢失的情况下,肿瘤细胞仍然具有活力,这表明它们对遗传扰动具有很高的鲁棒性。在模式生物和癌细胞系中,已证明旁系同源物对遗传鲁棒性有很大的贡献——它们通常比单倍体更不易失活。在这里,通过分析超过 10000 个肿瘤的拷贝数图谱,我们检验了这样一个假设,即旁系同源物的增加的可替换性塑造了肿瘤基因组的进化。我们发现,具有旁系同源物的基因更有可能发生纯合缺失,而这不能用其他已知影响拷贝数变异的因素来解释。此外,影响癌细胞系中旁系同源物可替换性的特征与肿瘤中旁系同源物缺失的频率相关。最后,在癌细胞系中广泛必需的旁系同源物在肿瘤中比非必需的旁系同源物更不容易缺失。总的来说,我们的结果表明,肿瘤基因组中更频繁地观察到旁系同源物的纯合缺失,因为旁系同源物更易失活。