Department of Molecular Biology, Institute of Biochemistry and Molecular Biology, Semmelweis University, H-1428 Budapest, Hungary.
Laboratory of Biochemistry and Molecular Biology, Department of Applied Biotechnology and Food Science, Budapest University of Technology and Economics, H-1111 Budapest, Hungary.
Biomolecules. 2021 Apr 28;11(5):652. doi: 10.3390/biom11050652.
The Warburg effect has been considered a potential therapeutic target to fight against cancer progression. In KRAS mutant cells, PKM2 (pyruvate kinase isozyme M2) is hyper-activated, and it induces GLUT1 expression; therefore, KRAS has been closely involved in the initiation of Warburg metabolism. Although mTOR (mammalian target of rapamycin), a well-known inhibitor of autophagy-dependent survival in physiological conditions, is also activated in KRAS mutants, many recent studies have revealed that autophagy becomes hyper-active in KRAS mutant cancer cells. In the present study, a mathematical model was built containing the main elements of the regulatory network in KRAS mutant cancer cells to explore the further possible therapeutic strategies. Our dynamical analysis suggests that the downregulation of KRAS, mTOR and autophagy are crucial in anti-cancer therapy. PKM2 has been assumed to be the key switch in the stress response mechanism. We predicted that the addition of both pharmacologic ascorbate and chloroquine is able to block both KRAS and mTOR pathways: in this case, no GLUT1 expression is observed, meanwhile autophagy, essential for KRAS mutant cancer cells, is blocked. Corresponding to our system biological analysis, this combined pharmacologic ascorbate and chloroquine treatment in KRAS mutant cancers might be a therapeutic approach in anti-cancer therapies.
瓦博格效应被认为是一种对抗癌症进展的潜在治疗靶点。在 KRAS 突变细胞中,PKM2(丙酮酸激酶同工酶 M2)被过度激活,并诱导 GLUT1 的表达;因此,KRAS 密切参与了瓦博格代谢的启动。尽管 mTOR(雷帕霉素的哺乳动物靶点),一种在生理条件下抑制自噬依赖性存活的众所周知的抑制剂,在 KRAS 突变体中也被激活,但许多最近的研究表明,自噬在 KRAS 突变体癌细胞中变得过度活跃。在本研究中,构建了一个包含 KRAS 突变癌细胞中调控网络主要元件的数学模型,以探索进一步的可能治疗策略。我们的动力学分析表明,下调 KRAS、mTOR 和自噬在抗癌治疗中至关重要。PKM2 被认为是应激反应机制中的关键开关。我们预测,同时使用药理剂量的抗坏血酸和氯喹能够阻断 KRAS 和 mTOR 途径:在这种情况下,不会观察到 GLUT1 的表达,同时,对 KRAS 突变癌细胞至关重要的自噬也被阻断。与我们的系统生物学分析相对应,这种联合使用药理剂量的抗坏血酸和氯喹治疗 KRAS 突变癌症可能是一种抗癌治疗的治疗方法。