Hurbain Julien, Thommen Quentin, Anquez Francois, Pfeuty Benjamin
CNRS, UMR 8523 - PhLAM - Physique des Lasers Atomes et Molécules, University of Lille, 59000 Lille, France.
CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277 - CANTHER - Cancer Heterogeneity Plasticity and Resistance to Therapies, University of Lille, 59000 Lille, France.
iScience. 2022 Jun 28;25(8):104681. doi: 10.1016/j.isci.2022.104681. eCollection 2022 Aug 19.
Living cells use signaling and regulatory mechanisms to adapt to environmental stresses. Adaptation to oxidative stress involves the regulation of many enzymes in both glycolysis and pentose phosphate pathways (PPP), so as to support PPP-driven NADPH recycling for antioxidant defense. The underlying regulatory logic is investigated by developing a kinetic modeling approach fueled with metabolomics and C-fluxomics datasets from human fibroblast cells. Bayesian parameter estimation and phenotypic analysis of models highlight complementary roles for several metabolite-enzyme regulations. Specifically, carbon flux rerouting into PPP involves a tight coordination between the upregulation of G6PD activity concomitant to a decreased NADPH/NADP ratio and the differential control of downward and upward glycolytic fluxes through the joint inhibition of PGI and GAPD enzymes. Such functional interplay between distinct regulatory feedbacks promotes efficient detoxification and homeostasis response over a broad range of stress level, but can also explain paradoxical pertubation phenotypes for instance reported for 6PGD modulation in mammalian cells.
活细胞利用信号传导和调节机制来适应环境压力。对氧化应激的适应涉及糖酵解和磷酸戊糖途径(PPP)中多种酶的调节,以支持由PPP驱动的NADPH循环用于抗氧化防御。通过开发一种动力学建模方法来研究潜在的调节逻辑,该方法由来自人类成纤维细胞的代谢组学和C通量组学数据集提供支持。模型的贝叶斯参数估计和表型分析突出了几种代谢物 - 酶调节的互补作用。具体而言,碳通量重新路由到PPP涉及G6PD活性上调与NADPH/NADP比率降低之间的紧密协调,以及通过联合抑制PGI和GAPD酶对糖酵解下行和上行通量的差异控制。不同调节反馈之间的这种功能相互作用在广泛的应激水平上促进了有效的解毒和体内平衡反应,但也可以解释例如在哺乳动物细胞中报道的6PGD调节的矛盾扰动表型。