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. 2025 Mar;4(3):293-311.
doi: 10.1038/s44161-025-00609-1. Epub 2025 Feb 6.

Large-scale multi-omics identifies drug targets for heart failure with reduced and preserved ejection fraction

Affiliations

Large-scale multi-omics identifies drug targets for heart failure with reduced and preserved ejection fraction

Danielle Rasooly et al. Nat Cardiovasc Res. 2025 Mar.

Abstract

Heart failure (HF) has limited therapeutic options. In this study, we differentiated the pathophysiological underpinnings of the HF subtypes-HF with reduced ejection fraction (HFrEF) and HF with preserved ejection fraction (HFpEF)-and uncovered subtype-specific therapeutic strategies. We investigated the causal roles of the human proteome and transcriptome using Mendelian randomization on more than 420,000 participants from the Million Veteran Program (27,799 HFrEF and 27,579 HFpEF cases). We created therapeutic target profiles covering efficacy, safety, novelty, druggability and mechanism of action. We replicated findings on more than 175,000 participants of diverse ancestries. We identified 70 HFrEF and 10 HFpEF targets, of which 58 were not previously reported; notably, the HFrEF and HFpEF targets are non-overlapping, suggesting the need for subtype-specific therapies. We classified 14 previously unclassified HF loci as HFrEF. We substantiated the role of ubiquitin-proteasome system, small ubiquitin-related modifier pathway, inflammation and mitochondrial metabolism in HFrEF. Among druggable genes, IL6R, ADM and EDNRA emerged as potential HFrEF targets, and LPA emerged as a potential target for both subtypes.

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Conflict of interest statement

Competing interests: S.E.P. provides consultancy to Circle Cardiovascular Imaging, Inc. J.W. holds membership of scientific advisory boards/consultancy for Relation Therapeutics and Silence Therapeutics and ownership of GlaxoSmithKline shares. J.P.C. is employed full-time by the Novartis Institute of Biomedical Interest (his major contributions to this project were while employed at the VA Boston Healthcare System). The remaining authors declare no competing interests.

References

    1. Heidenreich, P. A. et al. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 145, e895–e1032 (2022). - PubMed
    1. Jhund, P. S. et al. Dapagliflozin across the range of ejection fraction in patients with heart failure: a patient-level, pooled meta-analysis of DAPA-HF and DELIVER. Nat. Med. 28, 1956–1964 (2022). - PubMed - PMC - DOI
    1. Shah, S. J. et al. Research priorities for heart failure with preserved ejection fraction: National Heart, Lung, and Blood Institute Working Group Summary. Circulation 141, 1001–1026 (2020). - PubMed - PMC - DOI
    1. Rucker, D. & Joseph, J. Defining the phenotypes for heart failure with preserved ejection fraction. Curr. Heart Fail. Rep. 19, 445–457 (2022). - PubMed - DOI
    1. Trajanoska, K. et al. From target discovery to clinical drug development with human genetics. Nature 620, 737–745 (2023). - PubMed - DOI

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