Hyrien Ollivier, Yanev Nikolay M
Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York, U.S.A.
Math Popul Stud. 2012;19(4):164-176. doi: 10.1080/08898480.2012.718934. Epub 2012 Oct 5.
Stem and precursor cells play a critical role in tissue development, maintenance, and repair throughout the life. Often, experimental limitations prevent direct observation of the stem cell compartment, thereby posing substantial challenges to the analysis of such cellular systems. Two-type age-dependent branching processes with immigration are proposed to model populations of progenitor cells and their differentiated progenies. Immigration of cells into the pool of progenitor cells is formulated as a non-homogeneous Poisson process. The asymptotic behavior of the process is governed by the largest of two Malthusian parameters associated with embedded Bellman-Harris processes. Asymptotic approximations to the expectations of the total cell counts are improved by Markov compensators.
干细胞和前体细胞在整个生命过程中的组织发育、维持和修复中起着关键作用。通常,实验限制使得无法直接观察干细胞区室,从而给此类细胞系统的分析带来了重大挑战。提出了具有迁入的两型年龄依赖分支过程来模拟祖细胞及其分化后代的群体。细胞迁入祖细胞池被表述为一个非齐次泊松过程。该过程的渐近行为由与嵌入的贝尔曼 - 哈里斯过程相关的两个马尔萨斯参数中的最大值决定。通过马尔可夫补偿器改进了对总细胞数期望的渐近近似。