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Screening of plasma biomarkers for heart failure hospitalizations and heart failure subtype 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).ORCID iD: 0000-0002-6473-8798
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences, Cardiology. Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Uppsala Clinical Research Center (UCR).ORCID iD: 0000-0002-9969-3921
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(English)Manuscript (preprint) (Other academic)
Abstract [en]

Background

Atrial fibrillation (AF) is associated with heart failure (HF) with a complex cause and effect relationship. We performed multiplex screening of plasma proteins to identify biomarkers and pathways associated with HF subsequent hospitalization, as well as potential pathophysiological differences between HFrEF and HFpEF at baseline in patients with AF.

Methods

Using a case-cohort design of patients with AF from the ARISTOTLE trial, the study cohort consisted of 596 cases of HF hospitalizations during follow-up and 4029 randomly selected controls without HF hospitalization. Plasma obtained at randomization was analysed with conventional immunoassays and proximity extension assay panels. Biomarker associations with HF hospitalization were evaluated using Random Survival Forest, Boruta and Cox-regression analyses. Associations between biomarkers and HF subtype were evaluated with Wilcoxon−Mann−Whitney test with Bonferroni-Holm adjustment for multiplicity.

Results

The biomarkers most strongly associated with increased risk of HF hospitalization were NT-proBNP, BNP, cTnT‐hs, FGF-23, spon1, IGFBP-7, u-par, OPN, PTX3 and TR (all P< 0.01) and TRAP, TRAIL and GIF with lower risk. In multiplicity adjusted 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 (all p<0.05).

Conclusions

Out of 268 evaluated biomarkers, this study identified biomarkers representing different mechanisms strongly associated with subsequent HF hospitalization. HFrEF was more strongly associated with cardiorenal dysfunction and inflammation markers, while HFpEF was associated with adipose metabolism and tissue repair proteins.

National Category
Cardiac and Cardiovascular Systems
Identifiers
URN: urn:nbn:se:uu:diva-536023OAI: oai:DiVA.org:uu-536023DiVA, id: diva2:1888379
Available from: 2024-08-12 Created: 2024-08-12 Last updated: 2024-08-13Bibliographically 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)
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Supervisors
Available from: 2024-09-11 Created: 2024-08-12 Last updated: 2024-09-11

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Pol, TymonLindbäck, JohanOldgren, JonasSiegbahn, AgnetaWallentin, LarsHijazi, Ziad

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