Higher levels of GDF-15 were associated with an increased risk of cardiovascular death, hospitalizations for heart failure, and worse kidney outcomes according to an analysis in the cohort of patients included in the EMPEROR-Reduced and EMPEROR-Preserved studies (n = 1124) [30]. This evidence concerns the gene GDF15 and heart failure.