The OPTIMIZE-HF prediction model (30) was developed to predict mortality within 60–90 days post-discharge, while the ESSIC-FEHF prediction model (44) was employed to forecast mortality within 2 months; however, neither of these models incorporated BNP. The gene discussed is NPPB; the disease is hydrops fetalis.