Key result
A prediction model including NT-proBNP > 200 pg/mL, G/A ratio > 0.70, and NIHSS score accurately predicted cardioembolic stroke (AUC 0.91 including atrial fibrillation).
Why the study?
Can plasma biomarkers (NT-proBNP, globulin/albumin ratio) and NIHSS score predict cardioembolic stroke in the early phase of ischemic stroke?
Observational (n=114)
Can plasma biomarkers (NT-proBNP, globulin/albumin ratio) and NIHSS score predict cardioembolic stroke in the early phase of ischemic stroke?
Effect estimate: AUC 0.91
A prediction model incorporating NT-proBNP, globulin/albumin ratio, and NIHSS score can accurately identify cardioembolic etiology in the early phase of ischemic stroke.
May support early cardioembolic etiology prediction; hypothesis-generating and requires prospective validation before clinical adoption.
Background and Scope. Early etiologic diagnosis of ischemic stroke subtype guides acute management and treatment. We aim to evaluate if plasma biomarkers can predict stroke subtypes in the early phase from stroke onset. Methods. Plasma N-terminal prohormone of brain natriuretic peptide (NT-proBNP), D-dimer, C-reactive protein, serum albumin, and globulin levels have been investigated in 114 consecutive patients presenting at the emergency room within 6 hours of the ischemic stroke onset. Plasma levels of biomarkers have been correlated with stroke aetiology (based on TOAST criteria) by multivariable logistic regression analysis, adjusted for several covariates. Results. Of the 114 patients, 34 (30%) had cardioembolic stroke, 27 (23%) atherothrombotic stroke, 19 (17%) lacunar stroke, and 34 (30%) stroke of undetermined origin. Patients with cardioembolic stroke had significantly higher levels of NT-proBNP and lower globulin/albumin (G/A) ratio compared with the other subgroups. At multiple logistic regression NT-proBNP > 200 pg/mL, G/A ratio > 0.70, and NIHSS score were independent predictors of cardioembolic stroke with high accuracy of the model, either including (AUC, 0.91) or excluding (AUC, 0.84) atrial fibrillation. Conclusions. A prediction model that includes NT-proBNP, G/A ratio, and NIHSS score can be useful for the early etiologic diagnosis of ischemic stroke.
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Zecca et al. (2014) conducted an observational in Ischemic stroke (n=114). NT-proBNP > 200 pg/mL, G/A ratio > 0.70, and NIHSS score was evaluated on Cardioembolic stroke etiology (AUC 0.91). A prediction model including NT-proBNP > 200 pg/mL, G/A ratio > 0.70, and NIHSS score accurately predicted cardioembolic stroke (AUC 0.91 including atrial fibrillation).
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