Correlation analysis highlighted key associations, with GPD1 showing a positive correlation with PNPLA3 (r = 0.715) in NAFLD, and PIK3R2 negatively correlated with MIR21 (r = −0.691). Here, GPD1 is linked to metabolic dysfunction-associated steatotic liver disease.