Department of Applied Mathematics, School of Mathematics, University of Leeds, Leeds, United Kingdom.
Grupo Interdisciplinar de Sistemas Complejos and DNL, Universidad Pontificia Comillas, Madrid, Spain.
Front Immunol. 2019 Mar 6;10:194. doi: 10.3389/fimmu.2019.00194. eCollection 2019.
The homeostasis of T cell populations depends on migration, division and death of individual cells (1). T cells migrate between spatial compartments (spleen, lymph nodes, lung, liver, etc.), where they may divide or differentiate, and eventually die (2). The kinetics of recirculation influences the speed at which local infections are detected and controlled (3). New experimental techniques have been developed to measure the lifespan of cells, and their migration dynamics; for example, fluorescence-activated cell sorting (4), time-lapse microscopy (5), or stable isotope labeling (e.g., deuterium) (6). When combined with mathematical and computational models, they allow estimation of rates of migration, division, differentiation and death (6, 7). In this work, we develop a stochastic model of a single cell migrating between spatial compartments, dividing and eventually dying. We calculate the number of division events during a T cell's journey, its lifespan, the probability of dying in each compartment and the number of progeny cells. A fast-migration approximation allows us to compute these quantities when migration rates are larger than division and death rates. Making use of published rates: (i) we analyse how perturbations in a given spatial compartment impact the dynamics of a T cell, (ii) we study the accuracy of the fast-migration approximation, and (iii) we quantify the role played by direct migration (not via the blood) between some compartments.
T 细胞群体的动态平衡依赖于单个细胞的迁移、分裂和死亡(1)。T 细胞在空间隔室(脾脏、淋巴结、肺、肝等)之间迁移,在那里它们可能分裂或分化,并最终死亡(2)。再循环的动力学影响局部感染被检测和控制的速度(3)。已经开发了新的实验技术来测量细胞的寿命及其迁移动力学;例如,荧光激活细胞分选(4)、延时显微镜(5)或稳定同位素标记(例如氘)(6)。当与数学和计算模型结合使用时,它们可以估计迁移、分裂、分化和死亡的速度(6,7)。在这项工作中,我们开发了一个在空间隔室之间迁移、分裂并最终死亡的单个细胞的随机模型。我们计算 T 细胞旅途中的分裂事件数量、寿命、在每个隔室中死亡的概率以及后代细胞的数量。快速迁移逼近允许我们在迁移率大于分裂和死亡率时计算这些数量。利用已发表的速率:(i)我们分析给定空间隔室中的扰动如何影响 T 细胞的动力学,(ii)我们研究快速迁移逼近的准确性,以及(iii)我们量化一些隔室之间直接迁移(不通过血液)所起的作用。