In addition, the level of PZP between the T2DM + LAC and T2DM groups was significantly different in the discovery set, the validation set and the whole set, and the ROC analysis indicated an AUC of 0.742 (Fig. 4b–e). This evidence concerns the gene PZP and type 2 diabetes mellitus.