Conclusions: We concluded that a combination of leptin and adiponectin modulated the strength of the association between body measurements and T2DM while providing clues for high-risk group identification and mechanistic conjectures of preventing T2DM. The gene discussed is ADIPOQ; the disease is type 2 diabetes mellitus.