Diabetes is the leading cause of CKD59 and serum albumin is associated with higher risk of incident end stage renal disease (ESRD) independent of baseline urine albumin to creatinine ratio and other ESRD risk factors60. Here, ALB is linked to stage 5 chronic kidney disease.