Massachusetts Institute of Technology, Cambridge, MA, USA.
Cell Prolif. 2012 Aug;45(4):365-77. doi: 10.1111/j.1365-2184.2012.00824.x. Epub 2012 May 18.
Traditional cancer initiation theory propounds evolution of a monoclonal population of fully transformed tumour cells to form a malignant tumour. Cooperation between surrounding stroma and the tumour also often leads to malignancy. This cooperation may exist as a result of sharing of growth signals or growth factors secreted by stromal cells, which can cause those with proliferative phenotypes to switch to motile phenotypes. Mathematical models of sharing of growth factors between cancer stem cells and stromal cells can allow for deeper understanding of tumourigenesis through cooperation. The study presented here describes a novel evolutionary game theoretical approach to investigate emergence of malignancy through interactions among cells of three different phenotypes, one of which produces growth factors.
Three different scenarios have been considered, and types of behaviour of the three phenotypes during interactions, have been modelled in terms of cost and benefit variables. Phenotypic compositions of such a tumour at equilibrium have been analysed, and evolution of the population, with respect to time, has been investigated.
Results suggest the role of cooperation in forming a malignant tumour and show, in all three cases, that emergence of triple polymorphism, two-strategy polymorphism, and fixation of one phenotype, were possible at equilibrium. The models also suggest that under certain conditions, one phenotype may be completely eliminated from the population, thus leading to new possibilities for potential treatments.
This study explains some current experimental findings from a theoretical viewpoint, and may provide new approaches for future research in oncology.
传统的癌症起始理论提出,完全转化的肿瘤细胞的单克隆群体的进化形成恶性肿瘤。周围基质与肿瘤的合作也常常导致恶性肿瘤的发生。这种合作可能是由于基质细胞分泌的生长信号或生长因子的共享,这可能导致那些具有增殖表型的细胞向运动表型转换。癌症干细胞和基质细胞之间生长因子共享的数学模型可以通过合作来深入了解肿瘤发生的机制。本研究提出了一种新的进化博弈理论方法,通过三种不同表型细胞之间的相互作用来研究恶性肿瘤的发生,其中一种表型细胞产生生长因子。
考虑了三种不同的情况,并根据成本和收益变量对三种表型的相互作用的行为类型进行了建模。分析了这种肿瘤在平衡时的表型组成,并研究了种群随时间的进化。
结果表明合作在形成恶性肿瘤中的作用,并在所有三种情况下表明,三重多态性、双策略多态性和一种表型的固定在平衡时是可能的。这些模型还表明,在某些条件下,一种表型可能会从种群中完全消除,从而为潜在的治疗提供新的可能性。
本研究从理论角度解释了一些当前的实验发现,并可能为肿瘤学的未来研究提供新的方法。