Additionally, for SIRI, CVD prevalence was negatively correlated with ethnicity (rho = −0.12, P < 0.001), HDL (rho = −0.09, P < 0.001), TC (rho = −0.08, P < 0.001), and eGFR (rho = −0.11, P < 0.001) and positively correlated with age (rho = 0.07, P < 0.001), gender (rho = 0.13, P < 0.001), BMI (rho = 0.06, P < 0.001), DM (rho = 0.07, P < 0.001), hypertension (rho = 0.07, P < 0.001), and hyperlipidemia (rho = 0.02, P < 0.001) but not significantly correlated with ALT, AST, and asthma (all P > 0.05). The gene discussed is GPT; the disease is hyperlipidemia.