This study used the Lasso model based on tenfold cross-validation and an RF model to identify risk factors (age, SBP, BMI, ALT, UREA, UA, and NEUT) associated with NAFLD combined with Hypertension in the elderly population. This evidence concerns the gene GPT and Hypertension.