Suppr超能文献

癌症的空间随机模型:适应性、迁移、入侵。

Spatial stochastic models of cancer: fitness, migration, invasion.

机构信息

Department of Mathematics, University of California Irvine, Irvine, CA 92697, USA.

出版信息

Math Biosci Eng. 2013 Jun;10(3):761-75. doi: 10.3934/mbe.2013.10.761.

Abstract

Cancer progression is driven by genetic and epigenetic events giving rise to heterogeneity of cell phenotypes, and by selection forces that shape the changing composition of tumors. The selection forces are dynamic and depend on many factors. The cells favored by selection are said to be more 'fit'than others. They tend to leave more viable offspring and spread through the population. What cellular characteristics make certain cells more fit than others? What combinations of the mutant characteristics and 'background' characteristics make the mutant cells win the evolutionary competition? In this review we concentrate on two phenotypic characteristics of cells: their reproductive potential and their motility. We show that migration has a direct positive impact on the ability of a single mutant cell to invade a pre-existing colony. Thus, a decrease in the reproductive potential can be compensated by an increase in cell migration. We further demonstrate that the neutral ridges (the set of all types with the invasion probability equal to that of the host cells) remain invariant under the increase of system size (for large system sizes), thus making the invasion probability a universal characteristic of the cells' selection status. We list very general conditions under which the optimal phenotype is just one single strategy (thus leading to a nearly-homogeneous type invading the colony), or a large set of strategies that differ by their reproductive potentials and migration characteristics, but have a nearly-equal fitness. In the latter case the evolutionary competition will result in a highly heterogeneous population.

摘要

癌症的进展是由遗传和表观遗传事件驱动的,这些事件导致了细胞表型的异质性,并受到选择压力的影响,这些选择压力塑造了肿瘤不断变化的组成。选择压力是动态的,取决于许多因素。被选择所青睐的细胞被认为比其他细胞更“适应”。它们往往会留下更多有活力的后代,并在种群中传播。哪些细胞特征使某些细胞比其他细胞更适应?哪些突变特征和“背景”特征的组合使突变细胞在进化竞争中获胜?在这篇综述中,我们集中讨论细胞的两个表型特征:它们的繁殖潜力和它们的迁移能力。我们表明,迁移对单个突变细胞入侵预先存在的菌落的能力有直接的积极影响。因此,繁殖潜力的下降可以通过细胞迁移的增加来补偿。我们进一步证明,中性脊(所有类型的集合,入侵概率等于宿主细胞的入侵概率)在系统规模增加下保持不变(对于大系统规模),从而使入侵概率成为细胞选择状态的普遍特征。我们列出了非常一般的条件,在这些条件下,最优表型只是一种单一的策略(从而导致几乎同质的类型入侵菌落),或者是一组由繁殖潜力和迁移特征不同但适应性几乎相等的策略。在后一种情况下,进化竞争将导致高度异质的种群。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验