After adjustment, DM and CKD predicted all-cause death, while use of statins, beta blockers (BB), calcium channel blockers (CCB), and angiotensin converting enzyme inhibitors (ACEI) reduced the rate of all-cause death, after adjustment. This evidence concerns the gene ACE and diabetes mellitus.