Proposed Scoring Model = −4.414 + (2.830 × AST/ALT ratio) − (0.049 × MMP-1[ng/mL]) + (0.959 × Total Metabolic Syndrome Score). The gene discussed is GPT; the disease is metabolic syndrome.