Linear regression analysis showed that age, height, weight, SBP, ALP, ALB, GGT, ALT, AST, TP, GLB, Cr and FPG were associated with the AAPR in the population with NAFLD (P < 0.05). Here, ALB is linked to metabolic dysfunction-associated steatotic liver disease.