Nevertheless, analysis of the orthogonal datasets in particular the scRNAseq findings allowed us to characterize CD8+PD-1+ T-cells and elucidate differences in the tumor microenvironment between CD8PD-1high and CD8PD-1low tumors. Here, PDCD1 is linked to neoplasm.