Stage 1 T1D B cells in cluster 1 uniquely upregulated genes HMGB2, HMGN2, and HMGN1 involved in chromatin structure and transcription, compared to healthy individuals (Fig. 3H). This evidence concerns the gene HMGN2 and type 1 diabetes mellitus.