The fatty liver score (FLS), hepatic steatosis index (HSI), fatty liver index (FLI), and BMI, age, ALT, and TG score (BAAT) are markers for the assessment of the severity of NAFLD. The gene discussed is GPT; the disease is fatty liver disease.