It is noteworthy that GDF-15 was a more significant predictor of all-cause mortality in our early at-risk HF cohort (HR 2.74) compared with the established HF cohort in the meta-analysis (HR 1.06).26 In the current study, participants also underwent deep phenotyping with baseline CMR evaluation. The gene discussed is GDF15; the disease is hydrops fetalis.