1. Blood-based cardiometabolic phenotypes in atrial fibrillation and their associated risk: EAST-AFNET 4 biomolecule study.
- Author
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Fabritz L, Chua W, Cardoso VR, Al-Taie C, Borof K, Suling A, Krause L, Kany S, Magnussen C, Wegscheider K, Breithardt G, Crijns HJGM, Camm AJ, Gkoutos G, Ellinor PT, Goette A, Schotten U, Wienhues-Thelen UH, Zeller T, Schnabel RB, Zapf A, and Kirchhof P
- Subjects
- Humans, Female, Male, Aged, Risk Assessment, Middle Aged, Prospective Studies, Predictive Value of Tests, Prognosis, Time Factors, Aged, 80 and over, Europe epidemiology, Atrial Fibrillation diagnosis, Atrial Fibrillation blood, Atrial Fibrillation physiopathology, Atrial Fibrillation epidemiology, Biomarkers blood, Phenotype, Cardiometabolic Risk Factors
- Abstract
Aims: Atrial fibrillation (AF) and concomitant cardiometabolic disease processes interact and combine to lead to adverse events, such as stroke, heart failure, myocardial infarction, and cardiovascular death. Circulating biomolecules provide quantifiable proxies for cardiometabolic disease processes. The aim of this study was to test whether biomolecule combinations can define phenotypes in patients with AF., Methods and Results: This pre-specified analysis of the EAST-AFNET 4 biomolecule study assigned patients to clusters using polytomous variable latent-class analysis based on baseline concentrations of 13 precisely quantified biomolecules potentially reflecting ageing, cardiac fibrosis, metabolic dysfunction, oxidative stress, cardiac load, endothelial dysfunction, and inflammation. In each cluster, rates of cardiovascular death, stroke, or hospitalization for heart failure or acute coronary syndrome, the primary outcome of EAST-AFNET 4, were calculated and compared between clusters over median 5.1 years follow-up. Findings were independently validated in a prospective cohort of 748 patients with AF (BBC-AF; median follow-up 2.9 years).Unsupervised biomolecule analysis assigned 1586 patients (71 years old, 46% women) into four clusters. The highest risk cluster was dominated by elevated bone morphogenetic protein 10, insulin-like growth factor-binding protein 7, N-terminal pro-B-type natriuretic peptide, angiopoietin 2, and growth differentiation factor 15. Patients in the lowest risk cluster showed low concentrations of these biomolecules. Two intermediate-risk clusters differed by high or low concentrations of C-reactive protein, interleukin-6, and D-dimer. Patients in the highest risk cluster had a five-fold higher cardiovascular event rate than patients in the low-risk cluster. Early rhythm control was effective across clusters (Pinteraction = 0.63). Sensitivity analyses and external validation in BBC-AF replicated clusters and risk gradients., Conclusion: Biomolecule concentrations identify cardiometabolic subphenotypes in patients with AF at high and low cardiovascular risk., Competing Interests: Conflict of interest: W.C. is now an employee of ICF (www.icf.com). Both W.C. and V.R.C. performed the work described here while employed by the University of Birmingham. A.J.C. receives personal funds from Acesion, Incarda, Menarini, Milestone, Sanofi, Bayer, Anthos, Daiichi Sankyo, Pfizer, Abbott, Biosense Webster, Biotronik, Boston Scientific, Medtronic, and Johnson & Johnson. P.T.E. receives sponsored research support from Bayer AG, IBM Research, Bristol Myers Squibb, Pfizer, and Novo Nordisk; P.T.E. has also served on advisory boards or consulted for Bayer AG. H.J.G.M.C. discloses advisory board fees from InCarda Therapeutics, Roche Diagnostics, Daiichi Sankyo, Sanofi, Acesion, and Atricure. Speaker fee from Medtronic. U.S. received consultancy fees or honoraria from Università della Svizzera Italiana (USI, Switzerland) and Roche Diagnostics (Switzerland). U.S. was supported by a grant from EP Solutions Inc. (Switzerland) and is co-founder and shareholder of YourRhythmics BV, a spin-off company of the University of Maastricht. C.M. has received speaker fees from AstraZeneca, Novartis, Boehringer Ingelheim/Lilly, Bayer, Pfizer, Sanofi, Aventis, Apontis, and Abbott outside of this work. C.M. has participated in advisory boards for Boehringer Ingelheim and Novo Nordisk. R.B.S. has received lecture fees and advisory board fees from BMS/Pfizer and Bayer outside of this work. L.F. received institutional research grants by EU 633196 (CATCH-ME) and EU 965286 (MAESTRIA). British Heart Foundation (AA/18/2/34218), German Center for Cardiovascular Research, supported by the German Ministry of Education and Research (DZHK), and several biomedical companies active in the field of research. L.F. is listed as inventor on two issued patents held by the employing institution (Atrial Fibrillation Therapy WO 2015140571, Markers for Atrial Fibrillation WO 2016012783). P.K. received research support for basic, translational, and clinical research projects from the European Union, British Heart Foundation, Leducq Foundation, Medical Research Council (UK), and German Center for Cardiovascular Research, from several drug and device companies active in AF, and has received honoraria from several such companies in the past, but not in the last 3 years. P.K. is listed as an inventor on two issued patents held by the institution (Atrial Fibrillation Therapy WO 2015140571, Markers for Atrial Fibrillation WO 2016012783)., (© The Author(s) 2024. Published by Oxford University Press on behalf of the European Society of Cardiology.)
- Published
- 2024
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