Therefore, when focusing on ABHD17A and NPEPPS in CD8+ T cells and NK cells, we tend to believe that the abnormalities of these hub genes in these immune cells are caused by long-term metabolic changes caused by T2DM. This evidence concerns the gene CD8A and type 2 diabetes mellitus.