By then applying MANAscore to the anti-PD-1 treated resectable lung cancer dataset, we found the majority of putative tumor reactive cells (pTRC) exhibited a tissue resident memory (TRM) transcriptional signature and that the MANAscore transcriptional program was driven by the tumor microenvironment. Here, PDCD1 is linked to lung carcinoma.