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The variable importance in projection (VIP) values was estimated to distinguish the most important metabolites for the stratifications of the groups, and regression coefficients were exploited to illustrate the effects of metabolites on the group

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Furthermore, molecular hydrogen may help preserve NADPH levels by: Protecting glucose-6-phosphate dehydrogenase (G6PD), the rate-limiting enzyme in the pentose phosphate pathway that generates NADPH Reducing overall cellular oxidative status, decreasing NADPH consumption by other systems Preserving mitochondrial function, supporting energy metabolism that indirectly maintains NADPH production This conservation of NADPH availability ensures that glutathione reductase has adequate cofactor supply to perform its glutathione recycling function, especially during periods of increased oxidative challenge