Department of Biostatistics and Computational Biology, School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA.
Bull Math Biol. 2009 Oct;71(7):1649-70. doi: 10.1007/s11538-009-9418-6. Epub 2009 Apr 21.
The fluorescent dye carboxyfluorescin diacetate succinimidyl ester (CFSE) classifies proliferating cell populations into groups according to the number of divisions each cell has undergone (i.e., its division class). The pulse labeling of cells with radioactive thymidine provides a means to determine the distribution of times of entry into the first cell division. We derive in analytic form the number of cells in each division class as a function of time using the cyton approach that utilizes independent stochastic distributions for the time to divide and the time to die. We confirm that our analytic form for the number of cells in each division class is consistent with the numerical solution of a set of delay differential equations representing the generalized Smith-Martin model with cell death rates depending on the division class. Choosing the distribution of time to the first division to fit thymidine labeling data for B cells stimulated in vitro with lipopolysaccharide (LPS) and either with or without interleukin-4 (IL-4), we fit CFSE data to determine the dependence of B cell kinetic parameters on the presence of IL-4. We find when IL-4 is present, a greater proportion of cells are recruited into division with a longer average time to first division. The most profound effect of the presence of IL-4 was decreased death rates for smaller division classes, which supports a role of IL-4 in the protection of B cells from apoptosis.
荧光染料羧基荧光素二乙酸琥珀酰亚胺酯 (CFSE) 根据每个细胞经历的分裂次数(即其分裂类)将增殖细胞群体分类成不同的组。放射性胸苷脉冲标记为确定首次细胞分裂时间的分布提供了一种手段。我们利用利用分裂时间和死亡时间的独立随机分布的细胞周期方法,以解析形式推导出每个分裂类别的细胞数量随时间的变化。我们确认,我们的每个分裂类别的细胞数量的解析形式与表示具有依赖于分裂类别的细胞死亡率的广义 Smith-Martin 模型的一组时滞微分方程的数值解是一致的。通过选择首次分裂时间的分布来拟合体外用脂多糖 (LPS) 刺激的 B 细胞的胸苷标记数据,并拟合 CFSE 数据以确定 B 细胞动力学参数对 IL-4 存在的依赖性。我们发现,当存在 IL-4 时,更多比例的细胞被招募到具有更长平均首次分裂时间的分裂中。IL-4 存在的最显著影响是较小分裂类别的死亡速率降低,这支持了 IL-4 在保护 B 细胞免受细胞凋亡中的作用。