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

IF 10.8 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Nature cardiovascular research Pub Date : 2025-02-06 DOI:10.1038/s44161-025-00609-1
Danielle Rasooly, Claudia Giambartolomei, Gina M. Peloso, Hesam Dashti, Brian R. Ferolito, Daniel Golden, Andrea R. V. R. Horimoto, Maik Pietzner, Eric H. Farber-Eger, Quinn Stanton Wells, Giorgio Bini, Gabriele Proietti, Gian Gaetano Tartaglia, Nicole M. Kosik, Peter W. F. Wilson, Lawrence S. Phillips, Patricia B. Munroe, Steffen E. Petersen, Kelly Cho, J. Michael Gaziano, Andrew R. Leach, VA Million Veteran Program, John Whittaker, Claudia Langenberg, Nay Aung, Yan V. Sun, Alexandre C. Pereira, Juan P. Casas, Jacob Joseph
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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. Combining human proteome and transcriptome analyses and Mendelian randomization on a large genetic dataset of HFpEF and HFrEF cases, Rasooly et al. identified 58 potential therapeutic targets specific for either HEpEF or HFrEF and created their therapeutic target profiles.

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大规模的多组学鉴定药物靶点心力衰竭降低和保留射血分数。
心力衰竭(HF)的治疗选择有限。在这项研究中,我们区分了HF亚型的病理生理基础——射血分数降低的HF (HFrEF)和射血分数保持的HF (HFpEF),并揭示了亚型特异性的治疗策略。我们使用孟德尔随机化方法对来自百万退伍军人计划的42万多名参与者(27,799例HFrEF和27,579例HFpEF)进行了人类蛋白质组和转录组的因果作用研究。我们创建了包括疗效、安全性、新颖性、可药物性和作用机制在内的治疗靶点概况。我们对17.5万多名不同血统的参与者进行了重复研究。我们确定了70个HFrEF和10个HFpEF靶点,其中58个以前没有报道过;值得注意的是,HFrEF和HFpEF靶点不重叠,这表明需要针对亚型的治疗。我们将14个以前未分类的HF位点分类为HFrEF。我们证实了泛素-蛋白酶体系统、小泛素相关修饰因子途径、炎症和线粒体代谢在HFrEF中的作用。在可用药基因中,IL6R、ADM和EDNRA成为HFrEF的潜在靶点,LPA成为这两种亚型的潜在靶点。
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