We first show striking similarities in the gene expression programs of tumor-reactive CD8+ TIL from melanomas and lung cancers, namely that the majority of these cells localize to tissue resident memory clusters and are distinctly clustered away from flu- and EBV-specific TIL. Here, CD8A is linked to lung cancer.