In the fully adjusted model (Model 3), which included biochemical markers (ALT, AST, and GGT), the association between UPF consumption and LSM remained statistically insignificant (p for trend = 0.110), suggesting that UPF intake may have a limited impact on liver fibrosis. Here, GPT is linked to Hepatic fibrosis.