Zhao Rujing, Lai Xiulan
School of Mathematics, Renmin University of China, Beijing 100872, China.
Institute for Mathematical Sciences, Renmin University of China, Beijing 100872, China.
Math Biosci Eng. 2023 Jan;20(1):656-682. doi: 10.3934/mbe.2023030. Epub 2022 Oct 13.
The emergence and growth of drug-resistant cancer cell subpopulations during anti-cancer treatment is a major challenge for cancer therapies. Combination therapies are usually applied for overcoming drug resistance. In the present paper, we explored the evolution outcome of tumor cell populations under different combination schedules of chemotherapy and p53 vaccine, by construction of replicator dynamical model for sensitive cells, chemotherapy-resistant cells and p53 vaccine-resistant cells. The local asymptotic stability analysis of the evolutionary stable points revealed that cancer population could evolve to the population with single subpopulation, or coexistence of sensitive cells and p53 vaccine-resistant cells, or coexistence of chemotherapy-resistant cells and p53 vaccine-resistant cells under different monotherapy or combination schedules. The design of adaptive therapy schedules that maintain the subpopulations under control is also demonstrated by sequential and periodic application of combination treatment strategies based on the evolutionary velocity and evolutionary absorbing regions. Applying a new replicator dynamical model, we further explored the supportive effects of sensitive cancer cells on targeted therapy-resistant cells revealed in mice experiments. It was shown that the supportive effects of sensitive cells could drive the evolution of cell population from sensitive cells to coexistence of sensitive cells and one type of targeted therapy-resistant cells.
抗癌治疗期间耐药癌细胞亚群的出现和生长是癌症治疗的一项重大挑战。联合疗法通常用于克服耐药性。在本文中,我们通过构建敏感细胞、化疗耐药细胞和p53疫苗耐药细胞的复制动态模型,探讨了在化疗和p53疫苗不同联合方案下肿瘤细胞群体的进化结果。进化稳定点的局部渐近稳定性分析表明,在不同的单一疗法或联合方案下,癌细胞群体可进化为单一亚群的群体、敏感细胞与p53疫苗耐药细胞共存的群体,或化疗耐药细胞与p53疫苗耐药细胞共存的群体。基于进化速度和进化吸收区域,通过序贯和周期性应用联合治疗策略,还证明了设计能将亚群控制在可控范围内的适应性治疗方案的可行性。应用一种新的复制动态模型,我们进一步探讨了敏感癌细胞对小鼠实验中显示的靶向治疗耐药细胞的支持作用。结果表明,敏感细胞的支持作用可推动细胞群体从敏感细胞进化为敏感细胞与一种靶向治疗耐药细胞共存的状态。