Our current study extended this application to a consecutive series of patients with HF comprised equally of HFpEF and HFrEF and confirmed that cluster analysis blindly identified distinct diastolic function phenotypes that exhibited a clear association with BNP level and a more significant prognostic impact than did conventional grading of diastolic function. The gene discussed is NPPB; the disease is hydrops fetalis.