NPPB and hydrops fetalis: The biological processes of these proteins were revealed, and we subsequently applied machine learning to examine the discriminative ability of the plasma proteins related to the pathogenesis of HF subtypes when combined with BNP measurement, an established biomarker for HF diagnosis [9–12].