Cluster 3 was “Medium-Risk”, included 134 inpatients (accounting for 5.91%), characterized by the worst blood sugar control, the insulin sensitivity was the worst, and the degree of insulin resistance (IR) was also the most serious among the four groups. This evidence concerns the gene INS and Insulin resistance.