In particular, among our selected MCP candidates, we previously showed that SMOC2 can be recovered in the urine of CKD patients24, while SPP1 and CYR61 have been found in urine of renal ischemic reperfusion injured mice28 and prostate cancer patients29, respectively. This evidence concerns the gene SMOC2 and chronic kidney disease.