The mechanisms by which magnesium deficiency affects metabolic syndrome are complex: in glucose metabolism, magnesium serves as a cofactor for key glycolytic and gluconeogenic enzymes, and its deficiency directly impairs glucose metabolism (34); magnesium ions also regulate insulin receptor affinity and tyrosine kinase activity (12, 35), with deficiency leading to impaired insulin signaling. Here, INS is linked to metabolic syndrome.