In humans, the presence and abundance of TRM is associated with improved prognosis in patients with melanoma, TRM isolated from human melanoma specimens display high PD-1 and LAG-3 expression corroborating pre-clinical models (10, 18). This evidence concerns the gene PDCD1 and melanoma.