Internal validation showed a concordance index (C-index) of 0.804 for the training set and 0.609 for the validation set.<h4>Conclusions</h4>Preoperative cystatin C level was identified as an independent predictor of postoperative AKI. Here, CST3 is linked to acute kidney injury.