Using the recently developed CIBERSORTx for gene expression deconvolution with single-cell transcriptome data, we extracted expression signatures for each cell subset in the lung tumor and found that CD8+ TRM-like cells were highly predictive of the anti-PD-1 response in two independent cohorts of NSCLC. The gene discussed is CD8A; the disease is non-small cell lung carcinoma.