Univariate Cox regression analysis showed that different CKM stage, age, eGFR, hemoglobin, serum albumin, low-density lipoprotein, and cause of CKD were associated with all-cause mortality in CKD patients. The gene discussed is CKM; the disease is chronic kidney disease.