Studies have shown that hyperglycemia can increase the secretion of urinary calcium, uric acid, phosphorus, and oxalate, and insulin resistance can lead to a decrease in urine ammonium and PH value, both of which contribute to stone formation [19,22]. Here, INS is linked to Hyperglycemia.