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B 淋巴细胞生成中的反馈信号转导的动力学特性:一种数学建模方法。

Dynamical properties of feedback signalling in B lymphopoiesis: A mathematical modelling approach.

机构信息

Department of Mathematics, Universidad de Cádiz, Puerto Real, Cádiz, Spain; Biomedical Research and Innovation Institute of Cádiz (INiBICA), Hospital Universitario Puerta del Mar, Cádiz, Spain.

Department of Mathematics, Universidad de Cádiz, Puerto Real, Cádiz, Spain; Biomedical Research and Innovation Institute of Cádiz (INiBICA), Hospital Universitario Puerta del Mar, Cádiz, Spain.

出版信息

J Theor Biol. 2021 Aug 7;522:110685. doi: 10.1016/j.jtbi.2021.110685. Epub 2021 Mar 19.

Abstract

Haematopoiesis is the process of generation of blood cells. Lymphopoiesis generates lymphocytes, the cells in charge of the adaptive immune response. Disruptions of this process are associated with diseases like leukaemia, which is especially incident in children. The characteristics of self-regulation of this process make them suitable for a mathematical study. In this paper we develop mathematical models of lymphopoiesis using currently available data. We do this by drawing inspiration from existing structured models of cell lineage development and integrating them with paediatric bone marrow data, with special focus on regulatory mechanisms. A formal analysis of the models is carried out, giving steady states and their stability conditions. We use this analysis to obtain biologically relevant regions of the parameter space and to understand the dynamical behaviour of B-cell renovation. Finally, we use numerical simulations to obtain further insight into the influence of proliferation and maturation rates on the reconstitution of the cells in the B line. We conclude that a model including feedback regulation of cell proliferation represents a biologically plausible depiction for B-cell reconstitution in bone marrow. Research into haematological disorders could benefit from a precise dynamical description of B lymphopoiesis.

摘要

造血是血细胞生成的过程。淋巴发生生成淋巴细胞,负责适应性免疫反应。这个过程的中断与白血病等疾病有关,白血病尤其常见于儿童。这个过程的自我调节特性使得它适合进行数学研究。在本文中,我们使用当前可用的数据开发了淋巴发生的数学模型。我们通过从现有的细胞谱系发育结构模型中汲取灵感,并将其与儿科骨髓数据相结合,特别关注调节机制,从而实现这一点。对模型进行了形式分析,给出了稳定状态及其稳定性条件。我们使用此分析获得了参数空间中具有生物学意义的区域,并了解了 B 细胞更新的动态行为。最后,我们使用数值模拟进一步深入了解增殖和成熟率对 B 细胞在骨髓中的重建的影响。我们的结论是,包括细胞增殖反馈调节的模型代表了骨髓中 B 细胞重建的生物学上合理的描述。对血液疾病的研究可以从对 B 淋巴发生的精确动态描述中受益。

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