PDCD1 and metastatic melanoma: To improve our understanding of this response variability, we developed high-plex panels for protein imaging of a discovery cohort and validation with RNAseq analyses to examine myeloid and T-cell subsets in pre-anti-PD-1-treatment samples of 14 metastatic melanoma patients (7 responders and 7 non-responders).