TNF and Hepatic fibrosis: These findings highlight a dissociation between circulating inflammation and hepatic fibrosis, with stronger links to metabolic dysfunction (e.g., TNF-α with waist circumference β = 0.28, p < 0.01; hsCRP with LDL β = 0.18, p = 0.03).