After accounting for age, sex, BMI, region, scheme, year of enrollment, smoking status, drinking habits, exercise routine, SBP, DBP, AST, and ALT, an increase of one unit in the TyG index induced a 1.55 AOR for hyperuricemia (95% CI: 1.52 to 1.57). The gene discussed is GPT; the disease is hyperuricemia.