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A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes

Acute ischemic stroke caused by large vessel occlusions (LVOs) is a major contributor to stroke deaths and disabilities; however, identification for emergency treatment is challenging. We recruited two separate cohorts of suspected stroke patients and screened a panel of blood-derived protein biomar...

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Autores principales: Gaude, Edoardo, Nogueira, Barbara, Ladreda Mochales, Marcos, Graham, Sheila, Smith, Sarah, Shaw, Lisa, Graziadio, Sara, Ladreda Mochales, Gonzalo, Sloan, Philip, Bernstock, Joshua D., Shekhar, Shashank, Gropen, Toby I., Price, Christopher I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306880/
https://www.ncbi.nlm.nih.gov/pubmed/34206615
http://dx.doi.org/10.3390/diagnostics11071137
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author Gaude, Edoardo
Nogueira, Barbara
Ladreda Mochales, Marcos
Graham, Sheila
Smith, Sarah
Shaw, Lisa
Graziadio, Sara
Ladreda Mochales, Gonzalo
Sloan, Philip
Bernstock, Joshua D.
Shekhar, Shashank
Gropen, Toby I.
Price, Christopher I.
author_facet Gaude, Edoardo
Nogueira, Barbara
Ladreda Mochales, Marcos
Graham, Sheila
Smith, Sarah
Shaw, Lisa
Graziadio, Sara
Ladreda Mochales, Gonzalo
Sloan, Philip
Bernstock, Joshua D.
Shekhar, Shashank
Gropen, Toby I.
Price, Christopher I.
author_sort Gaude, Edoardo
collection PubMed
description Acute ischemic stroke caused by large vessel occlusions (LVOs) is a major contributor to stroke deaths and disabilities; however, identification for emergency treatment is challenging. We recruited two separate cohorts of suspected stroke patients and screened a panel of blood-derived protein biomarkers for LVO detection. Diagnostic performance was estimated by using blood biomarkers in combination with NIHSS-derived stroke severity scales. Multivariable analysis demonstrated that D-dimer (OR 16, 95% CI 5–60; p-value < 0.001) and GFAP (OR 0.002, 95% CI 0–0.68; p-value < 0.05) comprised the optimal panel for LVO detection. Combinations of D-dimer and GFAP with a number of stroke severity scales increased the number of true positives, while reducing false positives due to hemorrhage, as compared to stroke scales alone (p-value < 0.001). A combination of the biomarkers with FAST-ED resulted in the highest accuracy at 95% (95% CI: 87–99%), with sensitivity of 91% (95% CI: 72–99%), and specificity of 96% (95% CI: 90–99%). Diagnostic accuracy was confirmed in an independent cohort, in which accuracy was again shown to be 95% (95% CI: 87–99%), with a sensitivity of 82% (95% CI: 57–96%), and specificity of 98% (95% CI: 92–100%). Accordingly, the combination of D-dimer and GFAP with stroke scales may provide a simple and highly accurate tool for identifying LVO patients, with a potential impact on time to treatment.
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spelling pubmed-83068802021-07-25 A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes Gaude, Edoardo Nogueira, Barbara Ladreda Mochales, Marcos Graham, Sheila Smith, Sarah Shaw, Lisa Graziadio, Sara Ladreda Mochales, Gonzalo Sloan, Philip Bernstock, Joshua D. Shekhar, Shashank Gropen, Toby I. Price, Christopher I. Diagnostics (Basel) Article Acute ischemic stroke caused by large vessel occlusions (LVOs) is a major contributor to stroke deaths and disabilities; however, identification for emergency treatment is challenging. We recruited two separate cohorts of suspected stroke patients and screened a panel of blood-derived protein biomarkers for LVO detection. Diagnostic performance was estimated by using blood biomarkers in combination with NIHSS-derived stroke severity scales. Multivariable analysis demonstrated that D-dimer (OR 16, 95% CI 5–60; p-value < 0.001) and GFAP (OR 0.002, 95% CI 0–0.68; p-value < 0.05) comprised the optimal panel for LVO detection. Combinations of D-dimer and GFAP with a number of stroke severity scales increased the number of true positives, while reducing false positives due to hemorrhage, as compared to stroke scales alone (p-value < 0.001). A combination of the biomarkers with FAST-ED resulted in the highest accuracy at 95% (95% CI: 87–99%), with sensitivity of 91% (95% CI: 72–99%), and specificity of 96% (95% CI: 90–99%). Diagnostic accuracy was confirmed in an independent cohort, in which accuracy was again shown to be 95% (95% CI: 87–99%), with a sensitivity of 82% (95% CI: 57–96%), and specificity of 98% (95% CI: 92–100%). Accordingly, the combination of D-dimer and GFAP with stroke scales may provide a simple and highly accurate tool for identifying LVO patients, with a potential impact on time to treatment. MDPI 2021-06-22 /pmc/articles/PMC8306880/ /pubmed/34206615 http://dx.doi.org/10.3390/diagnostics11071137 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gaude, Edoardo
Nogueira, Barbara
Ladreda Mochales, Marcos
Graham, Sheila
Smith, Sarah
Shaw, Lisa
Graziadio, Sara
Ladreda Mochales, Gonzalo
Sloan, Philip
Bernstock, Joshua D.
Shekhar, Shashank
Gropen, Toby I.
Price, Christopher I.
A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes
title A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes
title_full A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes
title_fullStr A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes
title_full_unstemmed A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes
title_short A Novel Combination of Blood Biomarkers and Clinical Stroke Scales Facilitates Detection of Large Vessel Occlusion Ischemic Strokes
title_sort novel combination of blood biomarkers and clinical stroke scales facilitates detection of large vessel occlusion ischemic strokes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306880/
https://www.ncbi.nlm.nih.gov/pubmed/34206615
http://dx.doi.org/10.3390/diagnostics11071137
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