Centro de Biotecnología-FEMSA, Tecnológico de Monterrey at Monterrey, Monterrey, Nuevo León, México.
PLoS One. 2012;7(2):e26233. doi: 10.1371/journal.pone.0026233. Epub 2012 Feb 17.
The Cancer Stem Cell (CSC) hypothesis has gained credibility within the cancer research community. According to this hypothesis, a small subpopulation of cells within cancerous tissues exhibits stem-cell-like characteristics and is responsible for the maintenance and proliferation of cancer.
METHODOLOGIES/PRINCIPAL FINDINGS: We present a simple compartmental pseudo-chemical mathematical model for tumor growth, based on the CSC hypothesis, and derived using a "chemical reaction" approach. We defined three cell subpopulations: CSCs, transit progenitor cells, and differentiated cells. Each event related to cell division, differentiation, or death is then modeled as a chemical reaction. The resulting set of ordinary differential equations was numerically integrated to describe the time evolution of each cell subpopulation and the overall tumor growth. The parameter space was explored to identify combinations of parameter values that produce biologically feasible and consistent scenarios.
CONCLUSIONS/SIGNIFICANCE: Certain kinetic relationships apparently must be satisfied to sustain solid tumor growth and to maintain an approximate constant fraction of CSCs in the tumor lower than 0.01 (as experimentally observed): (a) the rate of symmetrical and asymmetrical CSC renewal must be in the same order of magnitude; (b) the intrinsic rate of renewal and differentiation of progenitor cells must be half an order of magnitude higher than the corresponding intrinsic rates for cancer stem cells; (c) the rates of apoptosis of the CSC, transit amplifying progenitor (P) cells, and terminally differentiated (D) cells must be progressively higher by approximately one order of magnitude. Simulation results were consistent with reports that have suggested that encouraging CSC differentiation could be an effective therapeutic strategy for fighting cancer in addition to selective killing or inhibition of symmetric division of CSCs.
癌症干细胞(CSC)假说在癌症研究领域获得了可信度。根据该假说,癌组织中的一小部分细胞表现出干细胞样特征,负责癌症的维持和增殖。
方法/主要发现:我们提出了一种基于 CSC 假说的简单隔室拟化学数学模型,并使用“化学反应”方法推导出来。我们定义了三种细胞亚群:CSC、过渡祖细胞和分化细胞。然后,将与细胞分裂、分化或死亡相关的每个事件建模为一个化学反应。所得的常微分方程组通过数值积分来描述每个细胞亚群和整个肿瘤生长的时间演化。探索了参数空间以确定产生具有生物学可行性和一致性的情景的参数值组合。
结论/意义:显然,为了维持实体瘤的生长并保持肿瘤中 CSC 的近似恒定分数低于 0.01(如实验观察到的),必须满足某些动力学关系:(a)对称和不对称 CSC 更新的速率必须在同一数量级;(b)祖细胞的内在更新和分化率必须比相应的 CSC 内在更新率高一个数量级;(c)CSC、过渡扩增祖细胞(P)细胞和终末分化(D)细胞的凋亡率必须逐渐高一个数量级。模拟结果与以下报告一致,即鼓励 CSC 分化除了选择性杀死或抑制 CSC 的对称分裂之外,可能是对抗癌症的有效治疗策略。