Beijing Institute for Scientific and Engineering Computing, Beijing University of Technology, Beijing 100124, China.
Departments of Physiology, Physics & Mathematics, McGill University, 3655 Promenade Sir William Osler, Montreal, Quebec H3G 1Y6, Canada.
J Theor Biol. 2019 Feb 7;462:432-445. doi: 10.1016/j.jtbi.2018.11.024. Epub 2018 Nov 27.
Cyclical thrombocytopenia (CT) is a rare hematological disease characterized by periodic oscillations in circulating platelet counts. In almost all CT patients, other cell lines show no sign of oscillation, but recently a CT patient was reported with significant oscillations in circulating neutrophils (in the same period as the platelets). In this paper, we attempt to understand this phenomenon through a previously published model of human hematopoiesis. We have investigated a variety of possible oscillation patterns that may appear when alterations occur in the control parameters in the platelet regulatory dynamics. Our results indicate that the platelet maturation time and the differentiation rate from hematopoietic stem cells (HSCs) into the platelet cell line play important roles in the emergence of various types of CT like oscillations. Moreover, we find different oscillation patterns, including CT and cyclical neutropenia like oscillations, with certain parameter values in the platelet compartment. A bifurcation analysis revealed the different origins of these oscillation patterns. We also identified bistable dynamics which indicate the potential importance of system history in the treatment of these diseases. Together, these results demonstrate the possible origins for various oscillation patterns dependent on alterations in the platelet cell line control mechanisms. One of the important origins may be related to the regulation of apoptosis in platelet precursors.
周期性血小板减少症(CT)是一种罕见的血液疾病,其特征是循环血小板计数周期性波动。在几乎所有 CT 患者中,其他细胞系没有波动迹象,但最近有报道称 CT 患者的循环中性粒细胞出现明显波动(与血小板同期)。在本文中,我们试图通过先前发表的人类造血模型来理解这一现象。我们研究了在血小板调节动力学中的控制参数发生变化时可能出现的各种可能的波动模式。研究结果表明,血小板成熟时间和造血干细胞(HSCs)向血小板细胞系分化的速率在各种 CT 样波动的出现中起着重要作用。此外,我们发现了不同的波动模式,包括 CT 和周期性中性粒细胞减少症样波动,在血小板隔室中有一定的参数值。分岔分析揭示了这些波动模式的不同起源。我们还确定了双稳态动力学,这表明系统历史在这些疾病的治疗中可能具有重要意义。总之,这些结果表明,依赖于血小板细胞系控制机制改变的各种波动模式可能具有不同的起源。其中一个重要的起源可能与血小板前体细胞凋亡的调节有关。