UMAP analysis identified 25 clusters (Supplementary Table 5), and consistent with traditional gating, lymphoma patients showed reduced frequencies of naive CD4 + and CD8 + T cells (clusters 2,11, and 3) (Fig. 4A, B). This evidence concerns the gene CD8A and lymphoma.