Fig. 5From: High numbers of activated helper T cells are associated with better clinical outcome in early stage vulvar cancer, irrespective of HPV or p53 statusHPVnegVSCC are infiltrated with highly activated CD4+ and CD8+ effector/memory T cells. PBMC of healthy controls (nĀ =ā11) as well as PBMC (nĀ =ā29) and freshly dissociated tumor-derived TIL (nĀ =ā12) of HPVnegVSCC patients were analyzed by 13-parameter flow cytometry analysis. a Hierarchical Stochastical Neighbor Embedding (HSNE) clusters (left) and density plots (right) visualizing the high-dimensional flow cytometry data in two dimensions for the collective total CD3+ T cells for indicated groups. The identified cell subsets are identified in the cluster plots by the different colors. b CITRUS automatic discovery of stratifying biological signatures within tumor and blood samples visualizes 10 distinctive populations of CD8+ and CD4+ T cells the total CD3+ immune population. Every cell population represented by a node is divided on basis of median level of expression of a differently expressed marker into two new nodes (cellular subsets) going from the center (all cells) to the periphery of the plot. c The distribution of CD4+ and CD8+ T-cell frequencies (meanāĀ±āSEM) within the total CD3+ T cell population is depicted for healthy control and VSCC PBMC and tumors. d Scatter plots with bars displaying frequencies of CD8+ (# 1 to 5; top panel) and CD4+ (# 6 to 10; bottom panel) T cell populations are given as % of CD8+ and CD4+ cells. (*pĀ <ā0.05, **pĀ <ā0.01, ***pĀ <ā0.001 and ****pĀ <ā0.0001)Back to article page