,46 Metabolic genes involved in oxidative phosphorylation (COX5B, ATP5MF, ATP5MD, and NDUFA3) were upregulated in Stage 1 T1D transitional, naïve, and memory B cells compared to healthy controls. This evidence concerns the gene ATP5MF and type 1 diabetes mellitus.