ArticleFrontiers in neurology2024
TOAST stroke subtype classification in clinical practice: implications for the Get With The Guidelines-Stroke nationwide registry.
Article in Frontiers in neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Association of Post-Procedural Serum Sodium with 90-Day Mortality in Acute Ischaemic Stroke Patients Undergoing Mechanical Thrombectomy: A Retrospective Single-Centre Observational Study.Diagnostics (Basel, Switzerland) · 2026Article
- Acute Ischemic Stroke in 2026: From Time to Penumbra-An Updated Narrative Review of Reperfusion Strategies with a Latin American Implementation Perspective.Journal of clinical medicine · 2026Review
- Predictive Value of Composite Inflammatory Markers for Stroke Prognosis: A Prospective Cohort Study.Annals of clinical and translational neurology · 2026Article
- Admission Phenotype Clarifies the Apparent Prognostic Contrast Between TOAST Etiologic Subtypes in Large-Core Anterior-Circulation Large-Vessel Occlusion.CNS neuroscience & therapeutics · 2026Article
- Associations between ischaemic stroke subtypes and physical functioning in the first year post-stroke: a patient-reported outcome study.Journal of patient-reported outcomes · 2026Article
- Cerebral Infarction: Epidemiology, Classification, Mechanisms, Diagnosis, and Management.MedComm · 2026Review
- Organisational learning and the evolution of ischaemic stroke care in a resource-constrained public hospital: a seven-year case study.BMC health services research · 2026Article
- Left Atrial Thrombus and Cardioembolic Stroke in Chagas Cardiomyopathy Presenting with Atrial Flutter: A Case Report.Journal of clinical medicine · 2026Article
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- The Effects of Carotid Pathologies on Short-Term Functional Outcomes After First-Ever Small Vessel Occlusion Stroke.Brain sciences · 2025Article
- Superiority of pan-immune inflammation value, systemic inflammation index, and CALLY scores prognostic value for mortality of ischemic stroke patients followed in intensive care unit.BMC immunology · 2025Article
- Cardiac Events After Mechanical Thrombectomy in Acute Ischemic Stroke: A Nation-Wide Cohort Study.European journal of neurology · 2025Article
- Automatic etiological classification of stroke thrombus digital photographs using a deep learning model.Frontiers in neurology · 2025Article
- SIRT1 and miR-34a as Potential Plasma Biomarkers in the Acute Phase of Ischemic Stroke.International journal of molecular and cellular medicine · 2025Article
- Oral microbiome dysbiosis in acute ischemic stroke and transient ischemic attack patients.PloS one · 2025Article
- Emerging biomarkers in ischemic stroke.Vessel plus · 2025Article
- Serum ferritin and admission stroke severity in first-ever acute ischemic stroke: a cross-sectional study.Frontiers in neurology · 2025Article
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4 authors.
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Abstract
Introduction: The TOAST (Trial of ORG 10172 in Acute Stroke Treatment) is the most commonly used ischemic stroke subtype classification system worldwide and a required field in the US National Get With The Guidelines-Stroke (GWTG-Stroke) registry. However, stroke diagnostics have advanced substantially since the TOAST classification was designed 30 years ago, potentially making it difficult to apply reliably. Methods: In this prospective diagnostic accuracy study, we analyzed consecutive ischemic stroke patients admitted to a Comprehensive Stroke Center between July-October 2021. Clinical practice TOAST classification diagnoses rendered by the stroke team in the electronic medical record (EMR) at discharge were retrieved from GWTG-Stroke registry and compared to a reference ("gold") standard diagnosis derived from agreement between two expert raters after review of the EMR and patient imaging. Results: Among 49 patients; age was 72.3 years (±12.1), 53% female, and presenting NIHSS median 3 (IQR 1-11). Work-up included: brain imaging in 100%; cardiac rhythm assessment in 100%; cervical/cerebral vessel imaging in 98%; TTE ± TEE in 92%; and TCD emboli evaluation in 51%. Reference standard diagnoses were: LAA-6%, SVD-14%, CE-39%, OTH-10%, UND-M (more than one cause)-20%, and UND-C (cryptogenic)-10%. GWTG-Stroke TOAST diagnoses agreed with reference standard diagnoses in 30/49 (61%). Among the 6 subtype diagnoses, specificity was generally high (84.8%-97.7%), but sensitivity suboptimal for LAA (33%), OTH (60%), UND-M (10%), and UND-C (20%). Positive predictive value was suboptimal for 5 of the 6 subtypes: LAA (13%), SVD (58%), OTH (75%), UND-M (50%), and UND-C (50%). Discussion: Clinical practice TOAST classification subtype diagnoses entered into the GWTG-Stroke registry were accurate in only 61% of patients, a performance rate that, if similarly present at other centers, would hamper the ability of the national registry to provide dependable insights into subtype-related care. Development of an updated ischemic stroke subtype classification system, with algorithmic logic embedded in electronic medical records, is desirable.
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