Metabolic risk factors associated with NAFLD included triglycerides > 1.57 mmol/L, TC > 4.67 mmol/L, LDL-C > 3.31 mmol/L, glucose > 4.83 mmol/L, and insulin > 111.35 pmol/L. Here, INS is linked to metabolic dysfunction-associated steatotic liver disease.