In addition, nppb, a gene encoding the zebrafish form of the HF biomarker B-type natriuretic peptide, was markedly increased in DM-HFrEF zebrafish, whereas it was significantly decreased in both the EMPA- and SOTA-treated groups (Supplementary Fig. 6a). Here, NPPB is linked to diabetes mellitus.