CD4 and type 1 diabetes mellitus: We observed depletion of Treg and CD4+ EM cells, as well as enrichment of CD8+ naive T cells, C-monocytes, and NC-monocytes in T1DM (Fig. 1c, Additional file 1: Fig. S2h).