Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.
Sorbonne Universités, Université Pierre et Marie Curie Université Paris 06, Unité mixte de recherche 7598, Laboratoire Jacques-Louis Lions, Paris, France.
Sci Rep. 2018 Jun 12;8(1):8979. doi: 10.1038/s41598-018-27267-7.
Both classic and newer antimitotics commonly induce a prolonged mitotic arrest in cell culture. During arrest, cells predominantly undergo one of two fates: cell death by apoptosis, or mitotic slippage and survival. To refine this binary description, a quantitative understanding of these cell responses is needed. Herein, we propose a quantitative description of the kinetics of colon carcinoma RKO cell fates in response to different antimitotics, using data from the single cell experiments of Gascoigne and Taylor (2008). The mathematical model is calibrated using the in vitro experiments of Gascoigne and Taylor (2008). We show that the time-dependent probability of cell death or slippage is universally identical for monastrol, nocodazole and two different doses of AZ138, but significantly different for taxol. Death and slippage responses across drugs can be characterized by Gamma distributions. We demonstrate numerically that these rates increase with prolonged mitotic arrest. Our model demonstrates that RKO cells exhibit a triphasic response - first, remain in mitosis, then undergo fast and slow transition, respectively- dependent on the length of mitotic arrest and irrespective of cell fate, drug type or dose.
经典和新型的抗有丝分裂药物通常会在细胞培养中引起长时间的有丝分裂停滞。在停滞期间,细胞主要经历两种命运之一:细胞凋亡或有丝分裂滑溜和存活。为了细化这种二元描述,需要对这些细胞反应进行定量理解。在这里,我们使用 Gascoigne 和 Taylor(2008)的单细胞实验数据,提出了一种定量描述结肠癌细胞对不同抗有丝分裂药物反应的命运的方法。使用 Gascoigne 和 Taylor(2008)的体外实验对数学模型进行了校准。我们表明,对于单克隆抗体、诺考唑和两种不同剂量的 AZ138,细胞死亡或滑溜的时间依赖性概率普遍相同,但对于紫杉醇则显著不同。药物之间的死亡和滑溜反应可以用伽马分布来描述。我们通过数值证明,这些速率随着有丝分裂停滞时间的延长而增加。我们的模型表明,RKO 细胞表现出三阶段反应 - 首先,保持有丝分裂,然后分别经历快速和缓慢过渡-取决于有丝分裂停滞的长度,与细胞命运、药物类型或剂量无关。