To conclude, unsupervised clustering, validated by a highly consistent semi-automated gating analysis, shows that the specific circulating immune profile of newly diagnosed type 1 diabetes is characterized by increased frequency of N CD4 T cells and pDCs, and decreased CD56bright NK cells. This evidence concerns the gene CD4 and type 1 diabetes mellitus.