In pre-diabetic patients, CD38 cells were negatively correlated with cholesterol and low-density lipoprotein, and CD38 cells were negatively correlated with high-density lipoprotein values in patients with T2DM 44. This evidence concerns the gene CD38 and type 2 diabetes mellitus.