Department of Mathematics, Augusta University, Augusta, GA, 30912, USA.
University of Texas at San Antonio, San Antonio, TX, 78249, USA.
Sci Rep. 2023 Jul 7;13(1):10996. doi: 10.1038/s41598-023-37938-9.
The retina is highly susceptible to the generation of toxic reactive oxygen species (ROS) that disrupt the normal operations of retinal cells. The glutathione (GSH) antioxidant system plays an important role in mitigating ROS. To perform its protective functions, GSH depends on nicotinamide adenine dinucleotide phosphate (NADPH) produced through the pentose phosphate pathway. This work develops the first mathematical model for the GSH antioxidant system in the outer retina, capturing the most essential components for formation of ROS, GSH production, its oxidation in detoxifying ROS, and subsequent reduction by NADPH. We calibrate and validate the model using experimental measurements, at different postnatal days up to PN28, from control mice and from the rd1 mouse model for the disease retinitis pigmentosa (RP). Global sensitivity analysis is then applied to examine the model behavior and identify the pathways with the greatest impact in control compared to RP conditions. The findings underscore the importance of GSH and NADPH production in dealing with oxidative stress during retinal development, especially after peak rod degeneration occurs in RP, leading to increased oxygen tension. This suggests that stimulation of GSH and NADPH synthesis could be a potential intervention strategy in degenerative mouse retinas with RP.
视网膜极易产生有毒的活性氧(ROS),从而破坏视网膜细胞的正常运作。谷胱甘肽(GSH)抗氧化系统在减轻 ROS 方面起着重要作用。为了发挥其保护功能,GSH 依赖于通过磷酸戊糖途径产生的烟酰胺腺嘌呤二核苷酸磷酸(NADPH)。这项工作开发了外视网膜 GSH 抗氧化系统的第一个数学模型,捕获了形成 ROS、GSH 产生、ROS 解毒过程中 GSH 氧化以及随后由 NADPH 还原的最基本成分。我们使用实验测量值对模型进行校准和验证,实验测量值来自不同的出生后天数,直到 PN28,包括对照小鼠和用于色素性视网膜炎(RP)疾病的 rd1 小鼠模型。然后应用全局敏感性分析来检查模型行为,并确定与 RP 条件相比,在对照条件下影响最大的途径。研究结果强调了 GSH 和 NADPH 产生在处理视网膜发育过程中氧化应激的重要性,特别是在 RP 中视杆细胞大量退化发生后,导致氧张力增加。这表明刺激 GSH 和 NADPH 合成可能是 RP 退行性小鼠视网膜的一种潜在干预策略。