Heart failure & cardiomyopathiesSecondary analysis

Proteomic patterns according to ejection fraction: an EMPEROR-programme analysis

Eur J Heart FailPublished

  • Secondary analysis of the EMPEROR-Preserved and EMPEROR-Reduced randomised trials
  • proteomic analysis
  • False-discovery-rate (FDR) correction

Authors' conclusion

Within EMPEROR-Preserved, the top differentially expressed circulating proteins suggest that pathways related to natriuretic peptides, cell-adhesion, and clonal haematopoiesis are overexpressed at mildly-reduced ejection fraction, but none of the proteins passed the 5%FDR cut-off, and the correlation between circulating proteins and LVEF was weak.

Study context

Population
HF patients in the EMPEROR-Programme with proteomic measurements (1134 proteins, Olink); main analyses in EMPEROR-Preserved
Participants
2,254 patients
Comparison
Protein concentrations across left ventricular ejection fraction (LVEF) categories

Primary result

As reported in the abstract

Proteins with a trend of expression across LVEF categories (EMPEROR-Preserved, top 10)
Proteins with a trend across LVEF categories after adjustment and multiplicity correction
297
NT-pro BNP, β
0.18 (0.09-0.27) (95% CI)
Wnt inhibitory factor-1, β
0.40 (0.19-0.61) (95% CI)
Sialomucin core protein 24, β
0.48 (0.22-0.74) (95% CI)
Phospholipid transfer protein, β
0.38 (0.17-0.59) (95% CI)
Natriuretic peptides B, β
0.13 (0.06-0.20) (95% CI)
Intercellular adhesion molecule 5, β
0.31 (0.14-0.49) (95% CI)
Neural cell adhesion molecule 2, β
0.45 (0.19-0.70) (95% CI)
Neural cell adhesion molecule L1-like protein, β
0.45 (0.19-0.71) (95% CI)
Interactor protein for cytohesin exchange factors 1, β
0.12 (0.05-0.19) (95% CI)
3-ketoacyl-CoA thiolase, peroxisomal, β
0.17 (0.07-0.26) (95% CI)

Further findings

Correlation of top proteins with LVEF

Generally weak correlation
Rho ≤0.2

Parts of this Brief are withheld: the automatic checks could not confirm them against the abstract.

Original publication

Proteomic patterns according to ejection fraction: an EMPEROR-programme analysis. Eur J Heart Fail. Published 13 January 2026. doi:10.1093/ejhf/xuag013

Summarised from the published abstract; every number is checked against it