The newly defined “total metabolic syndrome score”, together with MMP-1 level and AST/ALT ratio, can diagnose ≥F2 with a significantly high PPV and also has higher sensitivity and NPV compared to other NITs and MRE kPa. The gene discussed is GPT; the disease is metabolic syndrome.