Archetti Marco, Ferraro Daniela A, Christofori Gerhard
School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich NR4 7TJ, United Kingdom; and
Department of Biomedicine, University of Basel, CH-4058 Basel, Switzerland.
Proc Natl Acad Sci U S A. 2015 Feb 10;112(6):1833-8. doi: 10.1073/pnas.1414653112. Epub 2015 Jan 26.
The extensive intratumor heterogeneity revealed by sequencing cancer genomes is an essential determinant of tumor progression, diagnosis, and treatment. What maintains heterogeneity remains an open question because competition within a tumor leads to a strong selection for the fittest subclone. Cancer cells also cooperate by sharing molecules with paracrine effects, such as growth factors, and heterogeneity can be maintained if subclones depend on each other for survival. Without strict interdependence between subclones, however, nonproducer cells can free-ride on the growth factors produced by neighboring producer cells, a collective action problem known in game theory as the "tragedy of the commons," which has been observed in microbial cell populations. Here, we report that similar dynamics occur in cancer cell populations. Neuroendocrine pancreatic cancer (insulinoma) cells that do not produce insulin-like growth factor II (IGF-II) grow slowly in pure cultures but have a proliferation advantage in mixed cultures, where they can use the IGF-II provided by producer cells. We show that, as predicted by evolutionary game theory, producer cells do not go extinct because IGF-II acts as a nonlinear public good, creating negative frequency-dependent selection that leads to a stable coexistence of the two cell types. Intratumor cell heterogeneity can therefore be maintained even without strict interdependence between cell subclones. Reducing the amount of growth factors available within a tumor may lead to a reduction in growth followed by a new equilibrium, which may explain relapse in therapies that target growth factors.
对癌症基因组进行测序所揭示的广泛肿瘤内异质性,是肿瘤进展、诊断和治疗的一个重要决定因素。是什么维持了异质性仍是一个悬而未决的问题,因为肿瘤内部的竞争会导致对最适应亚克隆的强烈选择。癌细胞也会通过共享具有旁分泌作用的分子(如生长因子)进行合作,如果亚克隆彼此依赖生存,异质性就能得以维持。然而,如果亚克隆之间不存在严格的相互依存关系,非产生细胞就可以搭邻近产生细胞所产生生长因子的便车,这是博弈论中所知的集体行动问题,即“公地悲剧”,在微生物细胞群体中已观察到这种情况。在此,我们报告癌细胞群体中也会出现类似动态。不产生胰岛素样生长因子II(IGF-II)的神经内分泌胰腺癌(胰岛素瘤)细胞在纯培养物中生长缓慢,但在混合培养物中有增殖优势,因为它们可以利用产生细胞提供的IGF-II。我们表明,正如进化博弈论所预测的,产生细胞不会灭绝,因为IGF-II作为一种非线性公共物品,会产生负频率依赖性选择,导致两种细胞类型稳定共存。因此,即使细胞亚克隆之间不存在严格的相互依存关系,肿瘤内细胞异质性也能得以维持。减少肿瘤内可用生长因子的量可能会导致生长减缓,随后达到新的平衡,这可能解释了靶向生长因子的治疗中出现的复发情况。