Department of Mathematics and Statistics, University of New Mexico, Albuquerque, New Mexico, United States of America.
Department of Mathematics, University of California Irvine, Irvine, California, United States of America.
PLoS Comput Biol. 2018 Feb 15;14(2):e1005967. doi: 10.1371/journal.pcbi.1005967. eCollection 2018 Feb.
In order to maintain homeostasis, mature cells removed from the top compartment of hierarchical tissues have to be replenished by means of differentiation and self-renewal events happening in the more primitive compartments. As each cell division is associated with a risk of mutation, cell division patterns have to be optimized, in order to minimize or delay the risk of malignancy generation. Here we study this optimization problem, focusing on the role of division tree length, that is, the number of layers of cells activated in response to the loss of terminally differentiated cells, which is related to the balance between differentiation and self-renewal events in the compartments. Using both analytical methods and stochastic simulations in a metapopulation-style model, we find that shorter division trees are advantageous if the objective is to minimize the total number of one-hit mutants in the cell population. Longer division trees on the other hand minimize the accumulation of two-hit mutants, which is a more likely evolutionary goal given the key role played by tumor suppressor genes in cancer initiation. While division tree length is the most important property determining mutant accumulation, we also find that increasing the size of primitive compartments helps to delay two-hit mutant generation.
为了维持体内平衡,从层次组织的顶层隔间中取出的成熟细胞必须通过在更原始的隔间中发生的分化和自我更新事件来补充。由于每次细胞分裂都伴随着突变的风险,因此必须优化细胞分裂模式,以最小化或延迟恶性肿瘤生成的风险。在这里,我们研究了这个优化问题,重点关注分裂树长度的作用,即响应终末分化细胞丢失而激活的细胞层数,这与隔间中分化和自我更新事件之间的平衡有关。我们使用解析方法和在类群模型中的随机模拟,发现如果目标是最小化细胞群体中单次突变体的总数,则较短的分裂树是有利的。另一方面,较长的分裂树可以最小化两次突变体的积累,鉴于肿瘤抑制基因在癌症起始中所起的关键作用,这是一个更可能的进化目标。虽然分裂树长度是决定突变体积累的最重要的特性,但我们还发现增加原始隔间的大小有助于延迟两次突变体的产生。