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Electrical risk score as a predictor of acute ischemic stroke and 30-day mortality: a prospective observational study

Metin Ocak et al · BMC · 2026

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Abstract Background Ischemic stroke (IS) remains a leading cause of death and disability worldwide. Stroke–heart syndrome, triggered by acute cerebral ischemia, causes autonomic dysfunction that can result in myocardial injury, arrhythmias, and sudden cardiac death, even in the absence of preexisting cardiac disease. The Electrical Risk Score (ERS), derived from standard electrocardiographic (ECG) parameters, has prognostic value in cardiac conditions, but its utility in IS populations remains unclear. This study aimed to evaluate the discriminative performance of ERS between confirmed acute IS patients and matched healthy controls, and to assess its prognostic value for 30-day all-cause mortality among patients with IS. Methods This prospective observational study enrolled 200 patients with acute IS and 101 age- and sex-matched healthy controls at a tertiary emergency department. ERS (range: 0–6) was calculated using six predefined ECG parameters: heart rate, QTc interval, Tp-e interval, frontal QRS-T angle, QRS transition zone, and left ventricular hypertrophy. Results ERS was significantly higher in IS patients compared to controls (p < 0.001). ERS independently predicted 30-day mortality (adjusted OR 1.66, 95% CI 1.14–2.42; p = 0.008). Receiver operating characteristic (ROC) analysis showed that ERS ≥ 3 discriminated confirmed IS cases from matched controls with 61% sensitivity and 77% specificity (AUC: 0.725; 95% CI: 0.669–0.781; PPV: 0.841; NPV: 0.500; p < 0.001). ERS ≥ 4 predicted 30-day mortality with 55% sensitivity and 74% specificity (AUC: 0.681; 95% CI: 0.585–0.778; PPV: 0.267; NPV: 0.907; p = 0.002). Higher ERS values showed a significant positive correlation with stroke severity based on Glasgow Coma Scale (GCS) scores (p = 0.005). Conclusion ERS is a simple bedside ECG-based tool with moderate accuracy for predicting acute IS and short-term mortality. It may support early risk stratification in settings with limited stroke-specific resources. Further multicenter studies are needed for validation.

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APA 7

al, M. O. E. (2026). Electrical risk score as a predictor of acute ischemic stroke and 30-day mortality: a prospective observational study. https://doi.org/10.1186/s12883-026-04835-3

MLA

al, Metin Ocak et. "Electrical risk score as a predictor of acute ischemic stroke and 30-day mortality: a prospective observational study." 2026. https://doi.org/10.1186/s12883-026-04835-3.

Chicago

al, Metin Ocak et. 2026. "Electrical risk score as a predictor of acute ischemic stroke and 30-day mortality: a prospective observational study.". https://doi.org/10.1186/s12883-026-04835-3.

Harvard

al, M. O. E. 2026, Electrical risk score as a predictor of acute ischemic stroke and 30-day mortality: a prospective observational study, BMC, available at: https://doi.org/10.1186/s12883-026-04835-3 [Accessed 30 Jun. 2026].

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Título
Electrical risk score as a predictor of acute ischemic stroke and 30-day mortality: a prospective observational study
Autor / colaboradores
Metin Ocak et al
Editorial
BMC
Año de publicación
2026
ISSN
1471-2377
ISSN
1471-2377
Idioma
eng

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