Edwards Jack, Marusyk Andriy, Basanta David
Integrated Mathematical Oncology Department, H. Lee Moffitt Cancer Center & Research Institute, 12902 USF Magnolia Drive, Tampa, FL 33612, USA.
Cancer Physiology Department, H. Lee Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, SRB 4 Rm 24000H, Tampa, Florida 33612, USA.
iScience. 2020 Dec 7;24(1):101901. doi: 10.1016/j.isci.2020.101901. eCollection 2021 Jan 22.
Cancers are the result of eco-evolutionary processes fueled by heritable phenotypic diversification and driven by environmentally dependent selection. Space represents a key growth-limiting ecological resource, the ability to explore this resource is likely under strong selection. Using agent-based modeling, we explored the interplay between phenotypic strategies centered on gaining access to new space through cell-extrinsic degradation of extracellular matrix barriers and the exploitation of this resource through maximizing cell proliferation. While cell proliferation is a cell-intrinsic property, newly accessed space represents a public good, which can benefit both producers and non-producers. We found that this interplay results in ecological succession, enabling emergence of large, heterogeneous, and highly proliferative populations. Even though in our simulations both remodeling and proliferation strategies were under strong positive selection, their interplay led to sub-clonal architecture that could be interpreted as evidence for neutral evolution, warranting cautious interpretation of inferences from sequencing of cancer genomes.
癌症是由可遗传的表型多样化推动、环境依赖性选择驱动的生态进化过程的结果。空间是一种关键的限制生长的生态资源,探索这种资源的能力可能受到强烈选择。我们使用基于主体的建模方法,探讨了以通过细胞外基质屏障的细胞外降解获得新空间为中心的表型策略与通过最大化细胞增殖来利用这种资源之间的相互作用。虽然细胞增殖是细胞内在的属性,但新获得的空间是一种公共物品,对生产者和非生产者都有益。我们发现这种相互作用导致了生态演替,使得大型、异质性和高增殖性群体得以出现。尽管在我们的模拟中,重塑和增殖策略都受到强烈的正选择,但它们的相互作用导致了亚克隆结构,这可以被解释为中性进化的证据,因此在解释癌症基因组测序的推断时需要谨慎。