Stana Remus, Ben-David Uri, Weissman Daniel B, Ram Yoav
School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel.
Department of Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
Genetics. 2025 Jul 9;230(3). doi: 10.1093/genetics/iyaf098.
Evolutionary rescue occurs when a population, facing a sudden environmental change that would otherwise lead to extinction, adapts through beneficial mutations, allowing it to recover and persist. A prime example of evolutionary rescue is the ability of cancer to survive exposure to treatment. One evolutionary mechanism by which a population of cancer cells can adapt to chemotherapy is aneuploidy. Aneuploid cancer cells can be more fit in an environment altered by anticancer drugs, in part because aneuploidy may disrupt the pathways targeted by the drugs. Indeed, aneuploidy is highly prevalent in tumors, and some anticancer drugs fight cancer by increasing chromosomal instability. Here, we model the impact of aneuploidy on the fate of a population of cancer cells. We use multitype branching processes to approximate the probability that a tumor survives drug treatment as a function of the initial tumor size, the rates at which aneuploidy and other beneficial mutations occur, and the growth rates of the drug-sensitive and drug-resistant cells. We also investigate the effect of the preexistent aneuploid cells on the probability of evolutionary rescue. Finally, we estimate the tumor's mean recurrence time to revert to its initial size following treatment and evolutionary rescue. We propose that aneuploidy can play an essential role in the relapse of smaller secondary tumors.
当一个种群面临可能导致灭绝的突然环境变化时,通过有益突变进行适应,从而恢复并持续存在,这就是进化拯救。进化拯救的一个典型例子是癌症在接触治疗后存活的能力。癌细胞群体适应化疗的一种进化机制是染色体数目异常。非整倍体癌细胞在由抗癌药物改变的环境中可能更具适应性,部分原因是染色体数目异常可能会破坏药物靶向的通路。事实上,染色体数目异常在肿瘤中非常普遍,一些抗癌药物通过增加染色体不稳定性来对抗癌症。在此,我们模拟了染色体数目异常对癌细胞群体命运的影响。我们使用多类型分支过程来近似肿瘤在药物治疗后存活的概率,该概率是初始肿瘤大小、染色体数目异常和其他有益突变发生的速率以及药物敏感细胞和耐药细胞生长速率 的函数。我们还研究了预先存在的非整倍体细胞对进化拯救概率的影响。最后,我们估计肿瘤在治疗和进化拯救后恢复到初始大小的平均复发时间 。我们提出,染色体数目异常在较小的继发性肿瘤复发中可能起重要作用 。