The development of drug resistance in metastatic tumours under chemotherapy: an evolutionary perspective

Federica Padovano, Luis Almeida, Chiara Villa
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Abstract

We present a mathematical model of the evolutionary dynamics of a metastatic tumour under chemotherapy, comprising non-local partial differential equations for the phenotype-structured cell populations in the primary tumour and its metastasis. These equations are coupled with a physiologically-based pharmacokinetic model of drug delivery, implementing a realistic delivery schedule. The model is carefully calibrated from the literature, focusing on BRAF-mutated melanoma treated with Dabrafenib as a case study. By means of long-time asymptotic analysis, global sensitivity analysis and numerical simulations, we explore the impact of cell migration from the primary to the metastatic site, physiological aspects of the tumour sites and drug dose on the development of drug resistance and treatment efficacy. Our findings provide a possible explanation for empirical evidence indicating that chemotherapy may foster metastatic spread and that metastatic sites may be less impacted by chemotherapy.
化疗下转移性肿瘤耐药性的产生:进化的视角
我们提出了一个化疗下转移瘤进化动力学数学模型,包括原发肿瘤及其转移瘤中表型结构细胞群的非局部偏微分方程。这些方程与基于生理学的给药药动学模型相结合,实现了现实的给药时间表。该模型根据文献进行了仔细校准,以用达拉非尼治疗的BRAF突变黑色素瘤为案例进行研究。通过长时渐近分析、全局敏感性分析和数值模拟,我们探讨了细胞从原发部位向转移部位迁移、肿瘤部位的生理因素和药物剂量对耐药性和疗效发展的影响。我们的研究结果为实证证据提供了可能的解释,即化疗可能会促进转移扩散,而转移部位受到化疗的影响可能较小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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