Alzahrani E O, Asiri Asim, El-Dessoky M M, Kuang Y
Department of Mathematics, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah 21589, Saudi Arabia.
Department of Mathematics, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah 21589, Saudi Arabia; Department of Mathematics, Faculty of Science, Mansoura University, Mansoura 35516, Egypt.
Math Biosci. 2014 Aug;254:76-82. doi: 10.1016/j.mbs.2014.06.009. Epub 2014 Jun 23.
Gompertz's empirical equation remains the most popular one in describing cancer cell population growth in a wide spectrum of bio-medical situations due to its good fit to data and simplicity. Many efforts were documented in the literature aimed at understanding the mechanisms that may support Gompertz's elegant model equation. One of the most convincing efforts was carried out by Gyllenberg and Webb. They divide the cancer cell population into the proliferative cells and the quiescent cells. In their two dimensional model, the dead cells are assumed to be removed from the tumor instantly. In this paper, we modify their model by keeping track of the dead cells remaining in the tumor. We perform mathematical and computational studies on this three dimensional model and compare the model dynamics to that of the model of Gyllenberg and Webb. Our mathematical findings suggest that if an avascular tumor grows according to our three-compartment model, then as the death rate of quiescent cells decreases to zero, the percentage of proliferative cells also approaches to zero. Moreover, a slow dying quiescent population will increase the size of the tumor. On the other hand, while the tumor size does not depend on the dead cell removal rate, its early and intermediate growth stages are very sensitive to it.
由于其对数据的良好拟合性和简单性,冈珀茨经验方程仍然是描述广泛生物医学情况下癌细胞群体生长最常用的方程。文献中记录了许多旨在理解可能支持冈珀茨优雅模型方程的机制的努力。最有说服力的努力之一是由吉林伯格和韦伯进行的。他们将癌细胞群体分为增殖细胞和静止细胞。在他们的二维模型中,假设死细胞会立即从肿瘤中清除。在本文中,我们通过追踪肿瘤中残留的死细胞来修改他们的模型。我们对这个三维模型进行了数学和计算研究,并将模型动力学与吉林伯格和韦伯的模型进行了比较。我们的数学研究结果表明,如果一个无血管肿瘤按照我们的三室模型生长,那么随着静止细胞死亡率降至零,增殖细胞的百分比也会接近零。此外,缓慢死亡的静止群体将增加肿瘤的大小。另一方面,虽然肿瘤大小不依赖于死细胞清除率,但其早期和中期生长阶段对其非常敏感。