Finally, the CoDE-HF decision-support tool was developed and validated for BNP and MR-proANP using machine learning to combine these natriuretic peptides with simple and objective patient factors to calculate an individualized probability of acute heart failure. The gene discussed is NPPB; the disease is hydrops fetalis.