Among models 0–3, a combination of clinical covariates supplemented with information on sex-normalized log-transformed NT-proBNP, GDF-15 and cNEP activity (model 3) provided the best diagnostic value for HF, with an odds ratio of 3.822. This evidence concerns the gene NPPB and hydrops fetalis.