Compared to people in early CKD stages, those classified to more advanced CKD stages were older, had a more frequent history of prevalent cardiovascular disease, lower diastolic blood pressure, higher concentrations of phosphate in plasma and albumin in urine, and lower concentrations of HDL cholesterol. The gene discussed is ALB; the disease is chronic kidney disease.