In this retrospective study, we firstly included ICU individual with CKD from MIMIC-III database and reported that reduced blood albumin concentration independently contributed to higher risk of 1-year mortality and lower risk for CV complications during ICU treatment, which further expanded CKD-related studies on prediction of blood albumin for CV events and mortality risk. The gene discussed is ALB; the disease is chronic kidney disease.