Marouli et al. [20] reported that an abnormal preoperative urine albumin to creatinine ratio (UACR) at a magnitude >30 mg/gm had a five-fold higher risk of developing AKI irrespective of preoperative renal functions or other comorbidities. This evidence concerns the gene ALB and acute kidney injury.