The PPP, meanwhile, plays a dual role in diabetes: overactivation promotes oxidative stress and inflammation through NADPH oxidases, while insufficient flux impairs β-cell NADPH production, compromising glutathione recycling and insulin secretion [28]. The gene discussed is INS; the disease is diabetes mellitus.