In HCC, tumor exosomes carrying fatty acids—particularly palmitic acid—stimulate hepatic macrophages to secrete tumor necrosis factor (TNF), leading to a pro-inflammatory microenvironment that impairs fatty acid metabolism and oxidative phosphorylation, thereby promoting fatty liver progression (55). Here, TNF is linked to neoplasm.