Our study findings indicated that participants with a TyG index > 8.96 had a greater likelihood of stroke than those with a TyG index < 8.11 (model 6, adjusted for cholesterol, LDL, Apo-B, creatinine, and urine albumin: adjusted odds ratio = 4.42). The gene discussed is APOB; the disease is stroke disorder.