It is known that diabetes is a metabolic disease characterized by chronic hyperglycemia, and the development of diabetes mainly includes the following three aspects: insulin resistance, pro-inflammatory effect, and compensatory excessive insulin production [39], which exhibits overlapping mechanisms with renal cancer [4]. This evidence concerns the gene INS and Other metabolic disease.