ALB and chronic kidney disease: Underweight individuals were similarly more likely to have pre-existing chronic kidney disease (CKD) (P < 0.001), lower median preprocedural albumin (P < 0.001), and lower hemoglobin levels (P < 0.001) compared to the other BMI groups.