Related Experiment Video
Updated: Nov 26, 2025

Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation
Published on: July 20, 2022
Screening of Multiple Biomarkers Associated With Ischemic Stroke in Atrial Fibrillation
Ziad Hijazi1,2, Lars Wallentin1,2, Johan Lindbäck2
1Department of Medical Sciences Cardiology Uppsala University Uppsala Sweden.
Insights
This study identified six key plasma proteins linked to ischemic stroke risk in atrial fibrillation (AF) patients on anticoagulation. These biomarkers may help predict stroke events in AF, guiding personalized prevention strategies.
Area of Science:
- Cardiovascular Medicine
- Biomarker Discovery
- Stroke Research
Background:
- Atrial fibrillation (AF) significantly increases stroke risk, necessitating better predictive tools.
- Oral anticoagulation reduces stroke risk but does not eliminate it, highlighting the need for improved risk stratification.
- Understanding the pathophysiological features of stroke in AF patients is crucial for developing targeted therapies.
Purpose of the Study:
- To identify plasma protein biomarkers associated with subsequent ischemic stroke in patients with atrial fibrillation (AF) receiving oral anticoagulation.
- To explore the pathophysiological underpinnings of ischemic stroke in the context of AF.
- To validate identified biomarkers in independent AF cohorts.
Main Methods:
- A case-cohort design was employed using data from the ARISTOTLE and RE-LY clinical trials.
- Plasma samples from patients with and without ischemic stroke/systemic embolism were analyzed for 268 unique biomarkers using Olink proximity extension assays and immunoassays.
- Statistical analyses included random survival forest and adjusted Cox regression to evaluate biomarker associations with outcomes.
Main Results:
- Six biomarkers were consistently and strongly associated with ischemic stroke/systemic embolism in AF patients.
- These included matrix metalloproteinase-9, NT-proBNP (N-terminal pro-B-type natriuretic peptide), osteopontin, sortilin, soluble suppression of tumorigenesis 2, and trefoil factor-3.
- Hazard ratios indicated increased stroke risk with higher levels of these biomarkers.
Conclusions:
- The identified biomarkers reflect diverse pathophysiological processes including fibrosis/remodeling, cardiac dysfunction, vascular calcification, metabolism, and mucosal integrity/ischemia.
- These findings offer potential for improved risk prediction and targeted therapeutic strategies for stroke prevention in AF patients.
- The study underscores the utility of large-scale proteomic analysis in uncovering novel stroke risk factors in specific patient populations.
Abstract:
Background To explore the pathophysiological features of ischemic stroke in patients with atrial fibrillation (AF), we evaluated the association between 268 plasma proteins and subsequent ischemic stroke in 2 large AF cohorts receiving oral anticoagulation. Methods and Results A case-cohort sample of patients with AF from the ARISTOTLE (Apixaban for Reduction in Stroke and Other Thromboembolic Events in Atrial Fibrillation) trial, including 282 cases with ischemic stroke or systemic embolism and a random sample of 4124 without these events, during 1.9 years of follow-up was used for identification. Validation was provided by a similar case-cohort sample of patients with AF from the RE-LY (Randomized Evaluation of Long-Term Anticoagulation Therapy) trial, including 149 cases with ischemic stroke/systemic embolism and a random sample of 1062 without these events. In plasma obtained before randomization, 268 unique biomarkers were measured with OLINK proximity extension assay panels (CVD II, CVD III, and Inflammation) and conventional immunoassays. The association between biomarkers and outcomes was evaluated by random survival forest and adjusted Cox regression. According to random survival forest or Cox regression analyses, the biomarkers most strongly and consistently associated with ischemic stroke/systemic embolism were matrix metalloproteinase-9, NT-proBNP (N-terminal pro-B-type natriuretic peptide), osteopontin, sortilin, soluble suppression of tumorigenesis 2, and trefoil factor-3. The corresponding hazard ratios (95% CIs) for an interquartile difference were as follows: 1.18 (1.00-1.38), 1.55 (1.28-1.88), 1.28 (1.07-1.53), 1.19 (1.02-1.39), 1.23 (1.05-1.45), and 1.19 (0.97-1.45), respectively. Conclusions In patients with AF, of 268 unique biomarkers, the 6 biomarkers most strongly associated with subsequent ischemic stroke/systemic embolism represent fibrosis/remodeling (matrix metalloproteinase-9 and soluble suppression of tumorigenesis 2), cardiac dysfunction (NT-proBNP), vascular calcification (osteopontin), metabolism (sortilin), and mucosal integrity/ischemia (trefoil factor-3). Registration URL: https://www.clinicaltrials.gov. Unique Identifiers: NCT00412984 and NCT00262600.
Related Concept Videos
Dysrhythmias V: Evaluating Dysrhythmias
Acute Coronary Syndrome III: Diagnostic Studies
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT

