Furthermore, the role of NADPH in lipid metabolism, particularly in the fatty acid synthesis pathway, ties it to the etiology of insulin resistance, where lipid accumulation and lipotoxicity are known to disrupt insulin signaling [17]. Here, INS is linked to Insulin resistance.