Kareva Irina, Berezovskaya Faina
Newman Lakka Institute, Floating Hospital for Children at Tufts Medical Center, Boston, MA 02111, United States.
Department of Mathematics, Howard University, Washington, DC 20059, United States.
J Theor Biol. 2015 Sep 7;380:463-72. doi: 10.1016/j.jtbi.2015.06.007. Epub 2015 Jun 24.
It is a well-established fact that tumors up-regulate glucose consumption to meet increasing demands for rapidly available energy by upregulating a purely glycolytic mode of glucose metabolism. What is often neglected is that activated cytotoxic cells of the immune system, integral players in the carcinogenesis process, also come to rely on glycolysis as a primary mode of glucose metabolism. Moreover, while cancer cells can revert back to aerobic metabolism, rapidly proliferating cytotoxic lymphocytes are incapable of performing their function when adequate resources are lacking. Consequently, it is likely that in the tumor microenvironment there may exist competition for shared resources between cancer cells and the cells of the immune system, which may underlie much of tumor-immune dynamics. Proposed here is a model of tumor-immune-glucose interactions, formulated as a predator-prey-common resource type system. The outcome of these interactions ranges from tumor elimination, to tumor dormancy, to unrestrained tumor growth. It is also predicted that the process of tumor escape can be preceded by periods of oscillatory tumor growth. A detailed bifurcation analysis of three subsystems of the model suggest that oscillatory regimes are a result of competition for shared resource (glucose) between the predator (immune cells) and the prey (cancer cells). Existence of competition for nutrients between cancer and immune cells may provide additional mechanistic insight as to why the efficacy of many immunotherapies may be limited.
肿瘤通过上调葡萄糖代谢的纯糖酵解模式来增加葡萄糖消耗,以满足对快速可用能量不断增长的需求,这是一个既定事实。而常常被忽视的是,免疫系统中被激活的细胞毒性细胞作为致癌过程中的重要参与者,也开始依赖糖酵解作为葡萄糖代谢的主要模式。此外,虽然癌细胞可以恢复到有氧代谢,但当缺乏足够资源时,快速增殖的细胞毒性淋巴细胞无法发挥其功能。因此,在肿瘤微环境中,癌细胞与免疫系统细胞之间可能存在对共享资源的竞争,这可能是肿瘤免疫动态的许多方面的基础。这里提出了一个肿瘤 - 免疫 - 葡萄糖相互作用的模型,表述为捕食者 - 猎物 - 共同资源类型系统。这些相互作用的结果范围从肿瘤消除到肿瘤休眠,再到不受控制的肿瘤生长。还预测肿瘤逃逸过程之前可能会有肿瘤振荡生长的时期。对该模型的三个子系统进行详细的分岔分析表明,振荡状态是捕食者(免疫细胞)和猎物(癌细胞)之间对共享资源(葡萄糖)竞争的结果。癌症细胞与免疫细胞之间存在营养竞争,这可能为许多免疫疗法疗效有限的原因提供额外的机制性见解。