ArticleEuropean stroke journal2022
A novel biomarker panel index improves risk stratification after ischemic stroke.
Article in European stroke journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.
- Diagnostic and Prognostic Role of CD93 in Cardiovascular Disease: A Systematic Review.Biomolecules · 2023Pooled it
- Clinical Utility of Circulating Biomarkers for Diagnosis and Prognosis of Acute Stroke in the Emergency Department: A Narrative Review from Current Evidence to Clinical Implementation.Diagnostics (Basel, Switzerland) · 2026Review
- A Review of Emerging Biomarkers Connecting Diabetes and Ischemic Stroke: Implications for Early Detection and Risk Stratification.Journal of diabetes research · 2026Review
- Association of Marshall CT Scores with GFAP, UCH-L1, Tau, NfL, and p-Tau231 After Traumatic Brain Injury.International journal of molecular sciences · 2025Article
- CD93 in Health and Disease: Bridging Physiological Functions and Clinical Applications.International journal of molecular sciences · 2025Review
- Role of CD93 in Health and Disease.Cells · 2023Review
- The value of clinical routine blood biomarkers in predicting long-term mortality after stroke.European stroke journal · 2023Article
- Inflammation-The new treatment target for ischaemic stroke prevention.Frontiers in stroke · 2023Review
Corrections and comments
- Erratum issued
Authors and funding
8 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: We investigated 92 blood biomarkers implicated in the pathophysiological pathways of ischemic injury, inflammation, hemostasis, and regulation of vascular resistance to predict post-stroke mortality. Aim: Based on the most promising markers, we aimed to create a novel Biomarker Panel Index (BPI) for risk stratification. Methods: In this prospective study, we measured 92 biomarkers in 320 stroke patients. The primary outcome measure was mortality within 90 days. We estimated the association of each biomarker using logistic regression adjusting for multiple testing. The most significant 16 biomarkers were used to create the BPI. We fitted regression models to estimate the association and the discriminatory accuracy of the BPI with mortality and stroke etiology. Results: Adjusted for demographic and vascular covariates, the BPI remained independently associated with mortality (odds ratio (OR) 1.68, 95% confidence interval (CI): 1.29-2.18) and cardioembolic stroke etiology (OR 1.38, 95% CI: 1.10-1.74), and improved the discriminatory accuracy to predict mortality (area under the receiver operating characteristic curve (AUC) 0.93, 95% CI: 0.89-0.96) and cardioembolic stroke etiology (AUC 0.70, 95% CI: 0.64-0.77) as compared to the best clinical prediction models alone (AUC 0.89, 95% CI: 0.84-0.94 and AUC 0.66, 95% CI: 0.60-0.73, respectively). Conclusions: We identified a novel BPI improving risk stratification for mortality after ischemic stroke beyond established demographic and vascular risk factors. Furthermore, the BPI is associated with underlying cardioembolic stroke etiology. These results need external validation.
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