Jia Dongya, Paudel B Bishal, Hayford Corey E, Hardeman Keisha N, Levine Herbert, Onuchic José N, Quaranta Vito
Center for Theoretical Biological Physics, Rice University, Houston, TX, United States.
Department of Biochemistry, Vanderbilt University, Nashville, TN, United States.
Front Oncol. 2020 Aug 14;10:1426. doi: 10.3389/fonc.2020.01426. eCollection 2020.
Cancer cells adjust their metabolic profiles to evade treatment. Metabolic adaptation is complex and hence better understood by an integrated theoretical-experimental approach. Using a minimal kinetic model, we predicted a previously undescribed Low/Low (L/L) phenotype, characterized by low oxidative phosphorylation (OXPHOS) and low glycolysis. Here, we report that L/L metabolism is observed in -mutated melanoma cells that enter a drug-tolerant "idling state" upon long-term MAPK inhibition (MAPKi). Consistently, using publicly available RNA-sequencing data of both cell lines and patient samples, we show that melanoma cells decrease their glycolysis and/or OXPHOS activity upon MAPKi and converge toward the L/L phenotype. L/L metabolism is unfavorable for tumor growth, yet supports successful cell division at ~50% rate. Thus, L/L drug-tolerant idling cells are a reservoir for accumulating mutations responsible for relapse, and it should be considered as a target subpopulation for improving MAPKi outcomes in melanoma treatment.
癌细胞会调整其代谢谱以逃避治疗。代谢适应是复杂的,因此通过综合理论-实验方法能更好地理解。使用一个最小动力学模型,我们预测了一种先前未描述的低/低(L/L)表型,其特征为低氧化磷酸化(OXPHOS)和低糖酵解。在此,我们报告在BRAF -突变的黑色素瘤细胞中观察到L/L代谢,这些细胞在长期丝裂原活化蛋白激酶抑制(MAPKi)后进入药物耐受的“闲置状态”。一致地,利用公开可得的细胞系和患者样本的RNA测序数据,我们表明黑色素瘤细胞在MAPKi作用下降低其糖酵解和/或OXPHOS活性,并趋向于L/L表型。L/L代谢不利于肿瘤生长,但以约50%的速率支持成功的细胞分裂。因此,L/L药物耐受的闲置细胞是积累导致复发的突变的一个储存库,并且在黑色素瘤治疗中应将其视为改善MAPKi疗效的一个目标亚群。