Stage 1 T1D memory B cells in cluster 3 uniquely upregulated JCHAIN, which may suggest these cells are poised to become antibody secreting cells, while Stage 1 T1D memory B cells in cluster 7 upregulated SEPTIN1, implicated in lymphocyte motility (Fig. 3H). Here, JCHAIN is linked to type 1 diabetes mellitus.