This research found that low preoperative haemoglobin and high serum creatinine levels were predictive factors for postoperative AKI, especially in individuals with preoperative Hb < 10.8 g/dl and individuals who had a preoperative creatinine > 1.41 mg/dl. The gene discussed is GSTM1; the disease is acute kidney injury.