A meta-analysis by Xuefeng Wu et al. evaluated 12 studies with 7789 patients, revealing that BNP exhibited a pooled sensitivity of 0.73 and a specificity of 0.77 for predicting CI-AKI, alongside an area under the receiver operating characteristic (ROC) curve of 0.80. This evidence concerns the gene NPPB and acute kidney injury.