They analysed 15 patients with advanced basal cell or squamous cell carcinoma following programmed cell death protein 1 (PD-1) blockade, integrating scRNA-Seq and TCR-Seq on paired pre/post-treatment tumour biopsies. Here, PDCD1 is linked to neoplasm.