Logistic regression on NAFLD using variables SF, elevated ALT/AST, and T2DM revealed: SF (p = 0.0318; odds ratio 1.0–1.0) and T2DM (p = 0.0342; 1.1–22.3). The gene discussed is GPT; the disease is type 2 diabetes mellitus.