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癌细胞中 GLUT1 的产生:公地悲剧。

GLUT1 production in cancer cells: a tragedy of the commons.

机构信息

Cancer Biology and Evolution Program and Department of Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, FL, USA.

Department of Radiology, Moffitt Cancer Center, Tampa, FL, USA.

出版信息

NPJ Syst Biol Appl. 2022 Jun 29;8(1):22. doi: 10.1038/s41540-022-00229-6.

Abstract

The tragedy of the commons occurs when competition among individual members of a group leads to overexploitation of a shared resource to the detriment of the overall population. We hypothesize that cancer cells may engage in a tragedy of the commons when competing for a shared resource such as glucose. To formalize this notion, we create a game theoretic model of glucose uptake based on a cell's investment in transporters relative to that of its neighboring cells. We show that production of transporters per cell increases as the number of competing cells in a microenvironment increases and nutrient uptake per cell decreases. Furthermore, the greater the resource availability, the more intense the tragedy of the commons at the ESS. Based on our simulations, cancer cells produce 2.2-2.7 times more glucose transporters than would produce optimal fitness for all group members. A tragedy of the commons affords novel therapeutic strategies. By simulating GLUT1 inhibitor and glucose deprivation treatments, we demonstrate a synergistic combination with standard-of-care therapies, while also displaying the existence of a trade-off between competition among cancer cells and depression of their gain function. Assuming cancer cell transporter production is heritable, we then show the potential for a sucker's gambit therapy by exploiting this trade-off. By strategically changing environmental conditions, we can take advantage of cellular competition and gain function depression.

摘要

公地悲剧是指群体中的个体成员之间的竞争导致共享资源过度开发,从而损害整体种群。我们假设癌细胞在争夺葡萄糖等共享资源时可能会陷入公地悲剧。为了形式化这一概念,我们基于细胞相对于其相邻细胞在转运蛋白上的投资,创建了一个葡萄糖摄取的博弈论模型。我们表明,随着微环境中竞争细胞数量的增加,每个细胞的转运蛋白产量增加,而每个细胞的营养物质摄取量减少。此外,资源供应越充足,ESS 处的公地悲剧越严重。根据我们的模拟,癌细胞产生的葡萄糖转运蛋白是所有群体成员产生最佳适应性所需的 2.2-2.7 倍。公地悲剧为新的治疗策略提供了可能。通过模拟 GLUT1 抑制剂和葡萄糖剥夺治疗,我们展示了与标准治疗方法的协同组合,同时也显示了癌细胞之间的竞争与其获得功能之间的权衡存在。假设癌细胞转运蛋白的产生是可遗传的,那么我们可以通过利用这种权衡来进行“傻瓜策略”治疗。通过战略性地改变环境条件,我们可以利用细胞竞争和获得功能抑制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3bde/9243083/fd3850cc0d45/41540_2022_229_Fig1_HTML.jpg

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