Feedback regulation in a stem cell model with acute myeloid leukaemia

被引:5
作者
Jiao, Jianfeng [1 ]
Luo, Min [1 ]
Wang, Ruiqi [1 ]
机构
[1] Shanghai Univ, Dept Math, Shangda Rd 99, Shanghai 200444, Peoples R China
来源
BMC SYSTEMS BIOLOGY | 2018年 / 12卷
基金
美国国家科学基金会;
关键词
feedback regulation; haematopoietic stem cells; acute myeloid leukaemia; Hill function; mathematical model; DYNAMICS; COEXISTENCE; DIVISION;
D O I
10.1186/s12918-018-0561-2
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The haematopoietic lineages with leukaemia lineages are considered in this paper. In particular, we mainly consider that haematopoietic lineages are tightly controlled by negative feedback inhibition of end-product. Actually, leukemia has been found 100 years ago. Up to now, the exact mechanism is still unknown, and many factors are thought to be associated with the pathogenesis of leukemia. Nevertheless, it is very necessary to continue the profound study of the pathogenesis of leukemia. Here, we propose a new mathematical model which include some negative feedback inhibition from the terminally differentiated cells of haematopoietic lineages to the haematopoietic stem cells and haematopoietic progenitor cells in order to describe the regulatory mechanisms mentioned above by a set of ordinary differential equations. Afterwards, we carried out detailed dynamical bifurcation analysis of the model, and obtained some meaningful results. Results: In this work, we mainly perform the analysis of the mathematic model by bifurcation theory and numerical simulations. We have not only incorporated some new negative feedback mechanisms to the existing model, but also constructed our own model by using the modeling method of stem cell theory with probability method. Through a series of qualitative analysis and numerical simulations, we obtain that the weak negative feedback for differentiation probability is conducive to the cure of leukemia. However, with the strengthening of negative feedback, leukemia will be more difficult to be cured, and even induce death. In contrast, strong negative feedback for differentiation rate of progenitor cells can promote healthy haematopoiesis and suppress leukaemia. Conclusions: These results demonstrate that healthy progenitor cells are bestowed a competitive advantage over leukaemia stem cells. Weak g(1), g(2), and h(1) enable the system stays in the healthy state. However, strong h(2) can promote healthy haematopoiesis and suppress leukaemia.
引用
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页数:9
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