批处理系统中哺乳动物细胞周期进程的数学建模和计算模拟

M. Pisu, A. Concas, Giacomo Cao, A. Pantaleo
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引用次数: 0

摘要

细胞周期及其进展在所有生物体的生命、动物和人类的组织和器官中发挥着至关重要的作用,因此是生物医学、生物工程和生物技术各个领域科学家深入研究的主题。有效的、可预测的仿真模型可以在这些领域提供新的发展机会。本文提出了一个模拟间歇系统细胞周期进程的综合数学模型。该模型包括一个具有两个内部变量(即细胞体积和年龄)的结构化种群平衡,该平衡正确地描述了整个种群的细胞在生长和分裂过程中经历的各个阶段的细胞周期进化。细胞周期的两个后续阶段之间的转换速率是通过考虑模拟细胞生长及其分裂过程中发生的一系列复杂事件的详细生化模型来获得的。通过考虑组织工程和生物医学中感兴趣的具体情况,讨论了在体外试验中模拟各种播种条件和添加少量物质的效果的模型能力。
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Mathematical Modelling and Computational Simulation of Mammalian Cell Cycle Progression in Batch Systems
Cell cycle and its progression play a crucial role in the life of all living organisms, in tissues and organs of animals and humans, and therefore are the subject of intense study by scientists in various fields of biomedicine, bioengineering and biotechnology. Effective and predictive simulation models can offer new development opportunities in such fields. In the present paper a comprehensive mathematical model for simulating the cell cycle progression in batch systems is proposed. The model includes a structured population balance with two internal variables (i.e., cell volume and age) that properly describes cell cycle evolution through the various stages that a cell of an entire population undergoes as it grows and divides. The rate of transitions between two subsequent phases of the cell cycle are obtained by considering a detailed biochemical model which simulates the series of complex events that take place during cell growth and its division. The model capability for simulating the effect of various seeding conditions and the adding of few substances during in vitro tests, is discussed by considering specific cases of interest in tissue engineering and biomedicine.
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