Among the ten significant DEPs, the expression of galectin-1 and protein S, which showed a clear sequential association with CKD stages in urine samples, was further investigated by various methods in renal GECs and rat kidney tissue to confirm the reliability of MS-based protein quantification. Here, LGALS1 is linked to chronic kidney disease.