Approximately half of patients with advanced melanoma do not respond to anti-PD-1, and as such, biomarkers for predicting response/resistance are desirable. PD-1-PD-L1 proximity in the tumor microenvironment has been proposed a biomarker. The impact which cell type is expressing PD-1 and/or PD-L1, expression intensity, hot spot vs whole slide sampling, distance between these molecules optimize ...