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← All articlesEditorial brief · abstract-levelScore 73/100Confidence medium
medrxiv2026-08-17cardiologymetabolismcomputationaltherapeutics

A 4.5-million-person HF GWAS puts myocardial energy, the mitochondrial proteome, and adipokines on the target list

Multi-ancestry GWAS of 345,687 heart-failure cases among 4,468,166 people, plus HFpEF and HFrEF splits, with plasma proteomics and multi-tissue transcriptomics, yields 383 loci (166 new) and 568 genes (375 new). Eleven new genes are already drug targets, including a case for expanding aldosterone-synthase inhibitors (CYP11B2) and type-II activin-receptor antagonists (ACVR2A) into HF. Nearly 100 genes sit in food intake, energy expenditure, fatty-acid/glucose/BCAA metabolism, and the mitochondrial proteome that sustains myocardial ATP. Metabolism and adipokines are framed as primordial HF targets.

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Signal profile (abstract-level)

cardiology · metabolism · computational · therapeutics

Score 73/100MEDRXIVmedium confidencecardiology
73
Importance
50
Mito signal
39
Dysfunction
75
Evidence
70
Translational

Editorial signal profile from the abstract (importance score, mito keywords, dysfunction tags, evidence density, translational cues). Not a figure reproduced from the preprint PDF.

Finding. In more than four million people, heart-failure genetics keeps pointing at how the heart eats and how its mitochondrial proteome is staffed. 383 loci, 166 of them new; 568 genes, 375 new. Almost a hundred of those genes live in appetite and energy expenditure, fatty-acid, glucose, and branched-chain amino-acid metabolism, and the mitochondrial proteome that keeps ATP coming. Eleven new genes are already drug targets, including a genetic nudge to try aldosterone-synthase inhibitors and activin-receptor antagonists in HF. Six cardiomyopathy genes are new as HF genes and move cardiac structure.

Why this paper matters

HF target lists have been sarcomere, fibrosis, and hemodynamics. A map this large that still lights up myocardial energy is a reminder that the failing heart is a metabolic organ. The mitochondrial-proteome clause is the reason it is here.

Indication-expansion language is genetics, not a phase 3.

What they actually measured

Huge multi-ancestry GWAS, subtype splits, proteomic and transcriptomic integration, druggability overlay.

How to read the score

Low seventies as a mitochondrial brief (atlas, not assay), high as an HF genetics brief. Score 73. Confidence is medium for any single new gene, high for the metabolic enrichment as a theme.

What to do with it

Pull the mitochondrial-proteome and fuel-metabolism gene lists, split by HFpEF/HFrEF. If you develop CYP11B2 or ACVR2A drugs, read the expansion argument. Do not treat a GWAS hit as a mitochondrial mechanism. The directional implication is that myocardial energy production and adipokine biology are genetically central to HF, not peripheral color.

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Source preprint

Global genomics in over 4 million individuals prioritizes therapeutic targets for heart failure and its subtypes

10.64898/2026.08.13.26360411

Rasooly D, Peloso GM, Giambartolomei C, Nicholls HL, Liu C, Aung N, Dashti H, Gravel-Pucillo K, Berumen J, Alegre-Díaz J, Kuri-Morales P, Tapia-Conyer R, VA Million Veteran Program, Whittaker J, Wilson PWF, Phillips LS, Cho K, Gaziano JM, Sun YV, Torres JM, Pereira AC, Casas JP, Joseph J.

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