Adding GDF-15 and cNEP activity to a base model (consisting of clinical covariates and NT-proBNP) resulted in a significant increase of the AUC for the diagnostic value of HF from 0.785 to 0.902. This evidence concerns the gene NPPB and hydrops fetalis.