In conclusion, our study identified five urinary RNAs, specifically miR-542-5p, miR-33b-5p, miR-190a-3p, miR-507, and CSAG4, which exhibited significantly higher expression levels in CKD patients compared to healthy controls. This evidence concerns the gene CSAG4 and chronic kidney disease.