TNF and fibrosis: Because pro-inflammatory cytokines such as IL-6 and TNF-α promote hepatic stellate cell activation and extracellular matrix deposition, cytokine dysregulation has been consistently associated with increased liver stiffness and higher non-invasive fibrosis scores in MASLD.