Finally, some variables that affect the predictive performance of D-AKI, such as cystatin C and interleukin 18 (Connolly et al., 2015; Maiwall et al., 2018), were ignored due to the high percentage of missing values. This evidence concerns the gene CST3 and acute kidney injury.