Mouser Christina L, Antoniou Eliana S, Vassiliou Evros K
Department of Mathematics, William Paterson University, 300 Pompton Rd, Wayne, NJ, 07470, USA.
School of Natural Sciences, Kean University, 1000 Morris Ave, Union, NJ, 07083, USA.
Theor Biol Med Model. 2018 Jun 21;15(1):8. doi: 10.1186/s12976-018-0080-2.
The process by which blood cells are formed is referred to as hematopoiesis. This process involves a complex sequence of phases that blood cells must complete. During hematopoiesis, a small fraction of cells undergo cell death. Causes of cell death are dependent upon various factors; one such factor being growth factor deprivation.
In this paper, a mathematical model of hematopoiesis during growth factor deprivation is presented. The model consists of a set of three coupled differential delay equations. Phase plane and linear stability analysis are performed in order to locate and determine stability of fixed points. Numerical simulations of the governing equations are run and provide a visual display of the behavior of the stem cell population undergoing growth factor deprivation. In addition, the effect of cytokine administration is incorporated in the model in an effort to understand how cytokine administration can offset the negative effects of apoptosis caused by growth factor deprivation.
The model produces qualitatively similar results to that observed during serum deprivation. The model captures apoptosis levels of cells at different time points. Additionally, it is shown that cytokine administration stabilizes the stem cell count.
血细胞形成的过程被称为造血作用。这个过程涉及血细胞必须完成的一系列复杂阶段。在造血过程中,一小部分细胞会经历细胞死亡。细胞死亡的原因取决于各种因素;其中一个因素是生长因子剥夺。
本文提出了一个生长因子剥夺期间造血作用的数学模型。该模型由一组三个耦合的微分延迟方程组成。进行相平面和线性稳定性分析,以便定位和确定不动点的稳定性。对控制方程进行数值模拟,并直观展示经历生长因子剥夺的干细胞群体的行为。此外,将细胞因子给药的影响纳入模型,以了解细胞因子给药如何抵消生长因子剥夺引起的细胞凋亡的负面影响。
该模型产生的结果在质量上与血清剥夺期间观察到的结果相似。该模型捕捉了不同时间点细胞的凋亡水平。此外,研究表明细胞因子给药可稳定干细胞数量。