Thus, several studies focused on the development of an NAFLD risk prediction model based on biochemical indicators including high-density lipoprotein cholesterol (HDL-c), total cholesterol, alanine aminotransferase (ALT), metabolic disorders like obesity and T2DM, and lifestyle features such as dietary habits and physical activity. Here, GPT is linked to obesity due to melanocortin 4 receptor deficiency.