Recent findings have indicated that melanoma cells displaying increased constitutive PDL-1 expression had a diverse transcriptomic profile characterized by de-differentiation and active tumor necrosis factor (TNF) and interferon (IFN) signaling pathways, potentially contributing to resistance [88]. Here, TNF is linked to melanoma.