Patients with worse renal function were older, more commonly white, had a higher prevalence of hypertension, diabetes, coronary artery disease, or heart failure, higher urine albumin to creatinine ratios, and higher potassium and phosphorus levels. The gene discussed is ALB; the disease is diabetes mellitus.