To survey the global changes in lymphoid markers on the CD45+ immune cells and to identify phenotypic changes in tumor associated immune populations not accessible using traditional gating strategies, we performed uniform manifold projection analysis (UMAP) combined with FlowSOM clustering (Figure S3). Here, PTPRC is linked to neoplasm.