By sorting the correlation scores of DPP4 related diabetes targets, we found that GCG, INS and GLP1R had the highest correlation scores, which were more than 0.8, and GCG and INS were more than 0.9, which meant that DPP4 was most closely related to the above diabetes targets. This evidence concerns the gene DPP4 and diabetes mellitus.