癌症进展和治疗控制的多尺度模型:细胞内异质性在化疗治疗中的作用

M. Chaplain, Gibin G. Powathil
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引用次数: 5

摘要

癌症是一个复杂的、多尺度的过程,涉及细胞内、细胞间和组织尺度的相互作用,而这些相互作用又易受微环境变化的影响。癌细胞群中的每个癌细胞都是独一无二的,有自己的内部细胞通路和生化相互作用。这些相互作用促进了细胞和组织尺度上的功能变化,形成了异质性的癌细胞群。抗癌药物通过对各种靶分子造成损伤,从而触发多种细胞和细胞内途径,导致细胞死亡或细胞周期停滞,从而有效地控制癌症的生长。多种机制驱动的耐药是癌症化疗的主要障碍之一,包括多药物和细胞周期介导的化疗药物耐药。在本文中,我们讨论了两种混合多尺度建模方法,包括亚细胞,细胞和微环境水平的多种相互作用,以研究细胞周期,阶段特异性化疗对癌细胞生长和进展的影响。
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Multiscale modelling of cancer progression and treatment control : the role of intracellular heterogeneities in chemotherapy treatment
Cancer is a complex, multiscale process involving interactions at intracellular, intercellular and tissue scales that are in turn susceptible to microenvironmental changes. Each individual cancer cell within a cancer cell mass is unique, with its own internal cellular pathways and biochemical interactions. These interactions contribute to the functional changes at the cellular and tissue scale, creating a heterogenous cancer cell population. Anticancer drugs are effective in controlling cancer growth by inflicting damage to various target molecules and thereby triggering multiple cellular and intracellular pathways, leading to cell death or cell-cycle arrest. One of the major impediments in the chemotherapy treatment of cancer is drug resistance driven by multiple mechanisms, including multi-drug and cell-cycle mediated resistance to chemotherapy drugs. In this article, we discuss two hybrid multiscale modelling approaches, incorporating multiple interactions involved in the sub-cellular, cellular and microenvironmental levels to study the effects of cell-cycle, phase-specific chemotherapy on the growth and progression of cancer cells.
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