Large-Scale Proteomic Profiling of Incident Heart Failure and Its Subtypes in Older Adults

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Authors: Joyce Njoroge, Sandra Sanders van Wijk, Thomas R. Austin, Jennifer A. Brody, Colleen M. Sitlani, Emily Hamerton, Joshua Bis, Albert Henry, R. Thomas Lumbers, Talia Seshaiah, Ali Shojaie, Yimin Yang
+88 more Victoria Lamberson, Bing Yu, Amil M. Shah, Nisha Bansal, Sanjiv Shah, Russell P. Tracy, Robert E. Gerszten, Lori L. Jennings, Valborg Guðmundsdóttir, Vilmundur Gudnason, Valur Emilsson, Bruce M. Psaty, Jorge R. Kizer, Bitten Aagaard, Erik Abner, Lance Adams, Peter Almgren, Charlotte Andersson, Krishna Aragam, Johan Ärnlöv, Folkert W. Asselbergs, Géraldine Asselin, Anna Axelsson Raja, Joshua D. Backman, John Arun Baksi, Paul J. R. Barton, Traci M. Bartz, Kiran J. Biddinger, Mary L. Biggs, Heather L. Bloom, Eric Boersma, Isabelle Bond, Jeffrey Brandimarto, Michael K. Brown, Søren Brunak, Hans-Peter Brunner-La Rocca, Mie Topholm Bruun, Rachel Buchan, Leonard Buckbinder, Henning Bundgaard, Douglas Cannie, Thomas P. Cappola, David J. Carey, Mark Chaffin, Philippe Charron, Daniel I. Chasman, Olympe Chazara, Xing Chen, Xu Chen, Jonathan H. Chung, William A. Chutkow, John G.F. Cleland, James P. Cook, Stuart A. Cook, Tomasz Czuba, Trégouët David-Alexandre, Simon de Denus, Antonio de Marvao, Abbas Dehghan, Graciela E. Delgado, Spiros Denaxas, Alexander S. Doney, Marcus Dörr, Joseph Dowsett, J. Bailey Smith, Marie‐Pierre Dubé, Samuel C. Dudley, Michael E. Dunn, Patrick T. Ellinor, Perry M Elliott, Gunnar Engström, Villard Eric, Christian Erikstrup, Tõnu Esko, Eric Farber‐Eger, Ghazaleh Fatemifar, Stephan B. Felix, Chris Finan, Sarah Finer, Ian Ford, Françoise Fougerousse, René Fouodjio, Catherine Francis, Sophie Garnier, Mohsen Ghanbari, Sahar Ghasemi, Jonas Ghouse, Vilmantas Giedraitis
Cited by: 2
References: 66

Abstract

BACKGROUND: Heart failure (HF) and its main subtypes, heart failure with preserved ejection fraction (HFpEF) and heart failure with reduced ejection fraction (HFrEF), impose an enormous health burden on elders. Assessment of the circulating proteome to illuminate pathogenesis could open new opportunities for treatment. METHODS: We conducted a plasma proteomics screen of incident HF and its subtypes in 2 older population-based cohorts, the CHS (Cardiovascular Health Study) and the AGES-RS (Aging, Gene/Environment Susceptibility-Reykjavik Study). The 2 studies used SomaLogic platforms, with 4404 aptamers in common. Multivariable Cox models were fit to evaluate individual-protein associations with HF, HFpEF, and HFrEF separately in each cohort, and study-specific associations were combined by fixed-effects meta-analysis. Replication was performed in the ARIC (Atherosclerosis Risk in Communities) cohort. Two-sample Mendelian randomization of HF and its subtypes, along with colocalization analysis, was performed to support causal inference. RESULTS: Among 8599 participants, 1590 experienced incident HF (536 HFpEF, 471 HFrEF). There were 119 proteins associated with HF, 15 proteins with HFpEF, and 11 proteins with HFrEF, at Bonferroni-corrected significance. Among these, 9 have never previously been identified for cardiovascular diseases, and another 61 represent new associations with incident HF or its subtypes. Of these 70 proteins, 55 of the 66 available replicated externally. Mendelian randomization analysis revealed 7 proteins genetically associated with HF at nominal significance; 2 were separately associated with HFpEF, and another 2 with HFrEF. Seven of these 9 proteins (NPDC1 [neural proliferation differentiation and control protein 1], APOF [apolipoprotein F], LMAN2 [lectin, mannose-binding 2], ADIPOQ [adiponectin], CD14 [cluster of differentiation 14], ARHGAP1 [Rho GTPase-activating protein 1], C9 [complement 9]) showed new, possibly causal associations, although we did not detect evidence for colocalization. CONCLUSIONS: In this large-scale proteomic study involving 3 longitudinal cohorts of older adults, we identified and replicated 55 novel protein markers of HF or its subtypes, and 7 new, possibly causal proteins. These proteins may enhance risk prediction, improve understanding of pathobiology, and help prioritize targets for therapeutic development of these foremost disorders in elders.

Fields of Study & Subjects

GDF15 and Related Biomarkers Cardiac Fibrosis and Remodeling Advanced Proteomics Techniques and Applications

Publication details

Journal / source
Circulation Genomic and Precision Medicine
Publisher
Ovid Technologies (Wolters Kluwer Health)
Volume
19
Issue
1
Pages
e005031–e005031
Publication date
1 February 2026
Language
EN