The authors of the Chronic Renal Insufficiency Cohort study, who analyzed risk factors for CVD and renal failure progression, demonstrated that the coexistence of DM among patients with CKD was independently related to higher levels of phosphate, PTH, and FGF23 compared with nondiabetic individuals [37]. This evidence concerns the gene FGF23 and Renal insufficiency.