TNF and melanoma: On the contrary, primary melanomas at more advanced stage (> 1 mm of thickness) show up-regulation of IL-1α, IL-1β, IL-8, TNF-α, TGF-β and granulocyte-macrophage colony stimulating factor (GM-CSF).