In a randomized controlled trial including 134 patients with stage 4 CKD [83], it was found that an increase in serum bicarbonate levels to 24 mmol/L compared to maintaining these levels at 20 mmol/L showed a significant improvement in mid-arm muscle circumference and serum albumin of patients and also delayed the progression of CKD. Here, ALB is linked to chronic kidney disease.