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External Validation of the ASTRAL and DRAGON Scores for Prediction of Functional Outcome in Stroke
C. Cooray, M. Mazya, M. Bottai, L. Dorado, O. Skoda, D. Toni, GA. Ford, N. Wahlgren, N. Ahmed,
Language English Country United States
Document type Journal Article, Multicenter Study, Validation Study
NLK
Free Medical Journals
from 1970 to 1 year ago
Open Access Digital Library
from 1970-01-01
Open Access Digital Library
from 1970-01-01
- MeSH
- Algorithms * MeSH
- Stroke physiopathology therapy MeSH
- Brain Ischemia physiopathology therapy MeSH
- Calibration MeSH
- Middle Aged MeSH
- Humans MeSH
- Recovery of Function * MeSH
- Area Under Curve MeSH
- Predictive Value of Tests MeSH
- Prospective Studies MeSH
- Reference Values MeSH
- Registries MeSH
- Reproducibility of Results MeSH
- ROC Curve MeSH
- Aged MeSH
- Thrombolytic Therapy MeSH
- Treatment Outcome MeSH
- Check Tag
- Middle Aged MeSH
- Humans MeSH
- Male MeSH
- Aged MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Multicenter Study MeSH
- Validation Study MeSH
BACKGROUND AND PURPOSE: ASTRAL (Acute Stroke Registry and Analysis of Lausanne) and DRAGON (includes dense middle cerebral artery sign, prestroke modified Rankin Scale score, age, glucose, onset to treatment, National Institutes of Health Stroke Scale score) are 2 recently developed scores for predicting functional outcome after acute stroke in unselected acute ischemic stroke patients and in patients treated with intravenous thrombolysis, respectively. We aimed to perform external validation of these scores to assess their predictive performance in the large multicentre Safe Implementation of Thrombolysis in Stroke-International Stroke Thrombolysis Register. METHODS: We calculated the ASTRAL and DRAGON scores in 36 131 and 33 716 patients, respectively, registered in Safe Implementation of Thrombolysis in Stroke-International Stroke Thrombolysis Register between 2003 and 2013. The proportion of patients with 3-month modified Rankin Scale scores of 3 to 6 was observed for each score point and compared with the predicted proportion according to the risk scores. Calibration was assessed using calibration plots, and predictive performance was assessed using area under the curve of the receiver operating characteristic. Multivariate logistic regression coefficients for the variables in the 2 scores were compared with the original derivation cohorts. RESULTS: The ASTRAL showed an area under the curve of 0.790 (95% confidence interval, 0.786-0.795) and the DRAGON an area under the curve of 0.774 (95% confidence interval, 0.769-0.779). All ASTRAL parameters except range of visual fields and all DRAGON parameters were significantly associated with functional outcome in multivariate analysis. CONCLUSIONS: The ASTRAL and DRAGON scores show an acceptable predictive performance. ASTRAL does not require imaging-data and therefore may have an advantage for the use in prehospital patient assessment. Prospective studies of both scores evaluating the impact of their use on patient outcomes after intravenous thrombolysis and endovascular therapy are needed.
Department of Medicine Institute for Ageing and Health
Stroke Unit Neurological Department Regional Hospital Jihlava Czech Republic
Unit of Biostatistics Institute of Environmental Medicine Karolinska Institutet Stockholm Sweden
References provided by Crossref.org
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- $a Cooray, Charith $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.). charith.cooray@karolinska.se.
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- $a External Validation of the ASTRAL and DRAGON Scores for Prediction of Functional Outcome in Stroke / $c C. Cooray, M. Mazya, M. Bottai, L. Dorado, O. Skoda, D. Toni, GA. Ford, N. Wahlgren, N. Ahmed,
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- $a BACKGROUND AND PURPOSE: ASTRAL (Acute Stroke Registry and Analysis of Lausanne) and DRAGON (includes dense middle cerebral artery sign, prestroke modified Rankin Scale score, age, glucose, onset to treatment, National Institutes of Health Stroke Scale score) are 2 recently developed scores for predicting functional outcome after acute stroke in unselected acute ischemic stroke patients and in patients treated with intravenous thrombolysis, respectively. We aimed to perform external validation of these scores to assess their predictive performance in the large multicentre Safe Implementation of Thrombolysis in Stroke-International Stroke Thrombolysis Register. METHODS: We calculated the ASTRAL and DRAGON scores in 36 131 and 33 716 patients, respectively, registered in Safe Implementation of Thrombolysis in Stroke-International Stroke Thrombolysis Register between 2003 and 2013. The proportion of patients with 3-month modified Rankin Scale scores of 3 to 6 was observed for each score point and compared with the predicted proportion according to the risk scores. Calibration was assessed using calibration plots, and predictive performance was assessed using area under the curve of the receiver operating characteristic. Multivariate logistic regression coefficients for the variables in the 2 scores were compared with the original derivation cohorts. RESULTS: The ASTRAL showed an area under the curve of 0.790 (95% confidence interval, 0.786-0.795) and the DRAGON an area under the curve of 0.774 (95% confidence interval, 0.769-0.779). All ASTRAL parameters except range of visual fields and all DRAGON parameters were significantly associated with functional outcome in multivariate analysis. CONCLUSIONS: The ASTRAL and DRAGON scores show an acceptable predictive performance. ASTRAL does not require imaging-data and therefore may have an advantage for the use in prehospital patient assessment. Prospective studies of both scores evaluating the impact of their use on patient outcomes after intravenous thrombolysis and endovascular therapy are needed.
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- $a Mazya, Michael $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Bottai, Matteo $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Dorado, Laura $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Skoda, Ondrej $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Toni, Danilo $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Ford, Gary A $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Wahlgren, Nils $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.).
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- $a Ahmed, Niaz $u From the Department of Clinical Neurosciences, Karolinska Institutet and Department of Neurology Karolinska University Hospital, Stockholm, Sweden (C.C., M.M., N.W., N.A.); Unit of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden (M.B.); Stroke Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain (L.D.); Department of Neurology, 3rd Medical Faculty, Charles University, University Hospital Kralovske Vinohrady, Prague, Czech Republic (O.S.); Stroke Unit, Neurological Department, Regional Hospital, Jihlava, Czech Republic (O.S.); Emergency Department Stroke Unit, Hospital Policlinico Umberto I, Department of Neurology and Psychiatry, Sapienza University, Rome, Italy (D.T.); and Department of Medicine, Institute for Ageing and Health (Stroke Research Group), Newcastle University, Newcastle Upon Tyne, United Kingdom (G.A.F.). $7 gn_A_00002480
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