It was further demonstrated that in heart failure (HF) patients with preserved ejection fraction (EF) and mildly reduced EF, GDF-15 was independent and superior to BNP in assessing the prognosis [59, 60]. This evidence concerns the gene NPPB and hydrops fetalis.