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Using multimarker screening to identify biomarkers associated with cardiovascular death in patients with atrial fibrillation.
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Uppsala Clinical Research Center (UCR). Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences, Cardiology.ORCID iD: 0000-0001-6239-199x
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Uppsala Clinical Research Center (UCR). Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences, Cardiology.ORCID iD: 0000-0002-7420-743x
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Uppsala Clinical Research Center (UCR). Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences.ORCID iD: 0000-0002-6473-8798
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Uppsala Clinical Research Center (UCR). Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences, Cardiology.ORCID iD: 0000-0002-9969-3921
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2021 (English)In: Cardiovascular Research, ISSN 0008-6363, E-ISSN 1755-3245, Vol. 118, no 9, p. 2112-2123, article id cvab262Article in journal (Refereed) Published
Abstract [en]

AIMS: Atrial fibrillation (AF) is associated with higher mortality. Biomarkers may improve the understanding of key pathophysiologic processes in AF that lead to death. Using a new multiplex analytic technique, we explored the association between 268 biomarkers and cardiovascular (CV) death in anticoagulated patients with AF.

METHODS AND RESULTS: A case-cohort design with 1.8 -1.9 years follow-up. The identification cohort included 517 cases and 4057 randomly selected patients from ARISTOTLE. The validation cohort included 277 cases and 1042 randomly selected controls from RE-LY. Plasma collected at randomization was analyzed with conventional immunoassays and the OLINK proximity extension assay-panels; CVDII, CVDIII, and Inflammation. Association between biomarkers and CV-death was evaluated using Random Survival Forest, Boruta and adjusted Cox-regression analyses.The biomarkers most strongly and consistently associated with CV-death were (hazard ratio for inter-quartile comparison [95% CI]): N-terminal pro-B-type natriuretic peptide (NT-proBNP; 1.63 [1.37-1.93]), cardiac troponin T (cTnT-hs; 1.60[1.35-1.88]), interleukin-6 (IL-6; 1.29[1.13-1.47]), growth differentiation factor-15 (GDF-15; 1.30[1.10-1.53]) fibroblast growth factor 23 (FGF-23; 1.21[1.10-1.33]), urokinase receptor (uPAR; 1.38[1.16-1.64]), trefoil factor 3 (TFF3; 1.27[1.10-1.46]), tumor necrosis factor receptor 1 (TNFR1; 1.21[1.01-1.45]), TNF-related apoptosis-inducing ligand receptor 2 (TRAILR2; 1.18[1.04-1.34]) and cathepsin L1 (CTSL1; 1.22[1.07-1.39]).

CONCLUSION: In this comprehensive screening of 268 biomarkers in anticoagulated patients with AF the underlying mechanisms most strongly associated with CV-death were cardiorenal dysfunction (NT-proBNP, cTnT-hs, CTSL1, TFF3), oxidative stress (GDF-15), inflammation (IL-6, GDF-15), calcium balance, vascular and renal dysfunction (FGF-23), fibrinolysis (suPAR) and apoptosis (TNFR1, TRAILR2). These findings provide novel insights into pathophysiologic aspects associated with CV-death in AF.

TRANSLATIONAL PERSPECTIVE: In patients with AF there is an unmet need for better understanding of the pathophysiological processes involved with CV-death. Using a targeted proteomic approach, 10 biomarkers were identified as having a strong association with CV-death. The identified biomarkers reflect several biological pathways involved with CV-death in AF. The present study provides valuable insights into important processes involved with CV-death in patients with AF and may facilitate the identification of important risk factors for death, thus allowing for earlier intervention and possibly even for targeted therapy to reduce AF-related mortality.

CLINICALTRIALS.GOV IDENTIFIER: NCT00412984 and NCT00262600.

Place, publisher, year, edition, pages
Oxford University Press, 2021. Vol. 118, no 9, p. 2112-2123, article id cvab262
National Category
Surgery Cardiac and Cardiovascular Systems
Identifiers
URN: urn:nbn:se:uu:diva-464159DOI: 10.1093/cvr/cvab262ISI: 000756665000001PubMedID: 34358298OAI: oai:DiVA.org:uu-464159DiVA, id: diva2:1627321
Available from: 2022-01-13 Created: 2022-01-13 Last updated: 2024-08-12Bibliographically approved
In thesis
1. Novel biomarkers and their relation to clinical outcomes and pathophysiology in anticoagulated patients with atrial fibrillation
Open this publication in new window or tab >>Novel biomarkers and their relation to clinical outcomes and pathophysiology in anticoagulated patients with atrial fibrillation
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Atrial fibrillation (AF) is a common arrhythmia and is associated with an increased risk of cardiovascular (CV) outcomes, including mortality and heart failure (HF).

The overall aim of this thesis was to evaluate the association of novel and established biomarkers with cardiovascular outcomes in patients with AF. Baseline levels of apolipoproteins A1 (ApoA1) and B (ApoB) were investigated in relation to CV outcomes. The geographic consistency of Growth differentiation factor 15 (GDF-15) and the ABC-AF risk scores in predicting bleeding and mortality were investigated. Proteomic analyses were employed to screen for novel biomarkers associated with CV death and hospitalization for HF in AF and biomarker profile differences between HF with reduced ejection fraction (HFrEF) and preserved ejection fraction (HFpEF) were also explored.

The study population consisted of patients with AF on anticoagulation included in the biomarker substudies from the large randomized clinical controlled trials RE-LY (n=6,187) and ARISTOTLE (n=14,954) with a median follow up of 2.0 and 1.9 years. Biomarker levels were measured at baseline.

Higher levels of ApoA1 were independently associated with a lower risk of ischemic events, whereas ApoB was not. Neither apolipoprotein was significantly associated with major bleeding. The predictive value of GDF-15 and the biomarker-based ABC-AF risk scores for bleeding and mortality across various geographic regions was consistent. In the screening investigation for novel markers, the biomarkers most strongly and consistently associated with CV death were: NT-proBNP, cTnT-hs, IL-6, GDF-15, FGF-23, uPAR, TFF3, TNFR1, TRAILR2 and CTSL1. The biomarkers most strongly associated with HF hospitalization were NT-proBNP, BNP, cTnT-hs, FGF-23, spon1, IGFBP-7, u-par, OPN, PTX3 and TR. In comparison of HFrEF versus HFpEF, levels of NT-proBNP, BNP, cTnT-hs, renin, ACE-2, GDF-15 and IL-6 were higher in HFrEF, whereas levels of SCF and leptin were higher in HFpEF.

In conclusion, this thesis underscores the pivotal role of biomarkers in better understanding AF and its complications. The insights from this thesis suggest potential therapeutic targets and strategies for personalized management in AF, possibly enhancing risk stratification and improving patient outcomes. 

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2024. p. 108
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 1651-6206 ; 2066
Keywords
Atrial Fibrillation, Biomarkers, Heart Failure, Förmaksflimmer, Biomarkörer, Hjärtsvikt
National Category
Cardiac and Cardiovascular Systems
Research subject
Medical Science
Identifiers
urn:nbn:se:uu:diva-536026 (URN)978-91-513-2196-7 (ISBN)
Public defence
2024-10-02, Rosénsalen, Akademiska sjukhuset, Ingång 95, Uppsala, 09:00 (Swedish)
Opponent
Supervisors
Available from: 2024-09-11 Created: 2024-08-12 Last updated: 2024-09-11

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Pol, TymonHijazi, ZiadLindbäck, JohanOldgren, JonasSiegbahn, AgnetaWallentin, Lars

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