To examine whether model fit and discrimination improved when serum GDF-15 was added to predictors selected in univariate Cox proportional hazards regression analysis, we evaluated improvements in the C index, NRI, and IDI for MACE and HF-related rehospitalizations. The gene discussed is GDF15; the disease is hydrops fetalis.