Further mediation analysis highlights diabetes and smoking as significant mediators of insulin’s effect on OA, with diabetes and smoking respectively accounting for 74.26%, 70.11%, and 43.34% of the mediation effect through various indicators. Here, INS is linked to diabetes mellitus.