A model of hematopoietic bone marrow apoptosis during growth factor deprivation in combination with a cytokine.

Q1 Mathematics
Christina L Mouser, Eliana S Antoniou, Evros K Vassiliou
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引用次数: 1

Abstract

Background: 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.

Methods: 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.

Conclusions: 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.

Abstract Image

Abstract Image

生长因子剥夺与细胞因子联合作用下的造血骨髓凋亡模型。
背景:血细胞形成的过程被称为造血。这一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,一小部分细胞发生细胞死亡。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。方法:建立生长因子剥夺过程中造血的数学模型。该模型由三个耦合微分时滞方程组成。为了定位和确定不动点的稳定性,进行了相平面和线性稳定性分析。对控制方程进行了数值模拟,并提供了生长因子剥夺后干细胞群体行为的可视化显示。此外,在模型中纳入了细胞因子给药的影响,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。结论:该模型产生的结果与血清剥夺时观察到的结果在质量上相似。该模型捕捉不同时间点细胞的凋亡水平。此外,研究表明,细胞因子管理稳定干细胞计数。
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来源期刊
Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
自引率
0.00%
发文量
0
审稿时长
6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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