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层次组织组织中突变细胞的动力学。

Dynamics of mutant cells in hierarchical organized tissues.

机构信息

Evolutionary Theory Group, Max-Planck-Institute for Evolutionary Biology, Plön, Germany.

出版信息

PLoS Comput Biol. 2011 Dec;7(12):e1002290. doi: 10.1371/journal.pcbi.1002290. Epub 2011 Dec 1.

Abstract

Most tissues in multicellular organisms are maintained by continuous cell renewal processes. However, high turnover of many cells implies a large number of error-prone cell divisions. Hierarchical organized tissue structures with stem cell driven cell differentiation provide one way to prevent the accumulation of mutations, because only few stem cells are long lived. We investigate the deterministic dynamics of cells in such a hierarchical multi compartment model, where each compartment represents a certain stage of cell differentiation. The dynamics of the interacting system is described by ordinary differential equations coupled across compartments. We present analytical solutions for these equations, calculate the corresponding extinction times and compare our results to individual based stochastic simulations. Our general compartment structure can be applied to different tissues, as for example hematopoiesis, the epidermis, or colonic crypts. The solutions provide a description of the average time development of stem cell and non stem cell driven mutants and can be used to illustrate general and specific features of the dynamics of mutant cells in such hierarchically structured populations. We illustrate one possible application of this approach by discussing the origin and dynamics of PIG-A mutant clones that are found in the bloodstream of virtually every healthy adult human. From this it is apparent, that not only the occurrence of a mutant but also the compartment of origin is of importance.

摘要

大多数多细胞生物的组织都通过持续的细胞更新过程来维持。然而,许多细胞的高周转率意味着大量易错的细胞分裂。由干细胞驱动的细胞分化的分层组织结构提供了一种防止突变积累的方法,因为只有少数干细胞寿命长。我们研究了这种分层多隔间模型中细胞的确定性动力学,其中每个隔间代表细胞分化的某个阶段。相互作用系统的动力学通过隔间之间的常微分方程来描述。我们为这些方程提供了解析解,计算了相应的灭绝时间,并将我们的结果与基于个体的随机模拟进行了比较。我们的通用隔间结构可应用于不同的组织,例如造血、表皮或结肠隐窝。这些解决方案提供了对干细胞和非干细胞驱动突变体的平均时间发展的描述,并可用于说明此类分层结构群体中突变细胞动力学的一般和具体特征。我们通过讨论几乎每个健康成年人体内血液中发现的 PIG-A 突变克隆的起源和动力学来说明这种方法的一种可能应用。由此可见,不仅突变的发生,而且起源的隔间都很重要。

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