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Updated: Jan 20, 2026

Real-Time Monitoring and Modulation of Blood Pressure in a Rabbit Model of Ischemic Stroke
Published on: February 10, 2023
Cardioembolic Ischemic Stroke Gene Expression Fingerprint in Blood: a Systematic Review and Verification Analysis
Teresa García-Berrocoso1, Elena Palà1, Marta Consegal1
1Neurovascular Research Laboratory, Vall d'Hebron Institute of Research (VHIR), Hospital Vall d'Hebron, Universitat Autònoma de Barcelona, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.
Insights
Gene expression markers CREM, PELI1, and ZAK can help identify cardioembolic (CE) strokes, even in cryptogenic cases. These biomarkers show potential for detecting atrial fibrillation (AF) in high-risk individuals.
Area of Science:
- Biomarkers
- Genomics
- Neurology
Background:
- Accurate etiological classification of ischemic stroke is crucial for secondary prevention, yet the cause remains unknown in a third of patients.
- Circulating gene expression markers have shown promise in identifying cardioembolic (CE) strokes, often linked to atrial fibrillation (AF), but studies have been limited in scope.
Purpose of the Study:
- To systematically review and validate gene expression markers for discriminating CE strokes.
- To assess the utility of these markers in cryptogenic strokes and high-risk populations for detecting AF.
Main Methods:
- A systematic review identified candidate genes from high-throughput gene expression studies.
- Selected genes (CREM, PELI1, ZAK) were validated using RT-qPCR in patients with CE or large artery atherosclerosis (LAA) stroke.
- Biomarker performance was evaluated in cryptogenic strokes and asymptomatic high-risk individuals.
Main Results:
- Sixty-seven genes were dysregulated in CE strokes compared to LAA strokes.
- CREM, PELI1, and ZAK were significantly upregulated in CE strokes (p < 0.01).
- Combined upregulation of these three genes increased CE stroke probability by 23-fold; they also showed potential for AF detection in cryptogenic and high-risk populations.
Conclusions:
- The validated gene expression markers (CREM, PELI1, ZAK) demonstrate significant discriminatory capacity for cardioembolic strokes.
- These markers show promise as diagnostic biomarkers for atrial fibrillation in cryptogenic stroke patients and asymptomatic high-risk individuals.
- Their application could improve etiological classification and secondary prevention strategies for ischemic stroke.
Abstract:
An accurate etiological classification is key to optimize secondary prevention after ischemic stroke, but the cause remains undetermined in one third of patients. Several studies pointed out the usefulness of circulating gene expression markers to discriminate cardioembolic (CE) strokes, mainly due to atrial fibrillation (AF), while only exploring them in small cohorts. A systematic review of studies analyzing high-throughput gene expression in blood samples to discriminate CE strokes was performed. Significantly dysregulated genes were considered as candidates, and a selection of them was validated by RT-qPCR in 100 patients with defined CE or atherothrombotic (LAA) stroke etiology. Longitudinal performance was evaluated in 12 patients at three time points. Their usefulness as biomarkers for AF was tested in 120 cryptogenic strokes and 100 individuals at high-risk for stroke. Three published studies plus three unpublished datasets were considered for candidate selection. Sixty-seven genes were found dysregulated in CE strokes. CREM, PELI1, and ZAK were verified to be up-regulated in CE vs LAA (p = 0.010, p = 0.003, p < 0.001, respectively), without changes in their expression within the first 24 h after stroke onset. The combined up-regulation of these three biomarkers increased the probability of suffering from CE stroke by 23-fold. In cryptogenic strokes with subsequent AF detection, PELI1 and CREM showed overexpression (p = 0.017, p = 0.059, respectively), whereas in high-risk asymptomatic populations, all three genes showed potential to detect AF (p = 0.007, p = 0.007, p = 0.015). The proved discriminatory capacity of these gene expression markers to detect cardioembolism even in cryptogenic strokes and asymptomatic high-risk populations might bring up their use as biomarkers.
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