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Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients
INTRODUCTION: We studied a registry of Emergency Medical Systems (EMS) identified prehospital suspected stroke patients brought to an academic endovascular capable hospital over 1 year to assess the prevalence of disease and externally validate large vessel occlusion (LVO) stroke prediction scales w...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274523/ https://www.ncbi.nlm.nih.gov/pubmed/35910334 http://dx.doi.org/10.1136/bmjno-2022-000272 |
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author | Keenan, Kevin J Smith, Wade S Cole, Sara B Martin, Christine Hemphill, J Claude Madhok, Debbie Y |
author_facet | Keenan, Kevin J Smith, Wade S Cole, Sara B Martin, Christine Hemphill, J Claude Madhok, Debbie Y |
author_sort | Keenan, Kevin J |
collection | PubMed |
description | INTRODUCTION: We studied a registry of Emergency Medical Systems (EMS) identified prehospital suspected stroke patients brought to an academic endovascular capable hospital over 1 year to assess the prevalence of disease and externally validate large vessel occlusion (LVO) stroke prediction scales with a focus on predictive values. METHODS: All patients had last known well times within 6 hours and a positive prehospital Cincinnati Prehospital Stroke Scale. LVO prediction scale scores were retrospectively calculated from emergency department arrival National Institutes of Health Stroke Scale scores. Final diagnoses were determined by chart review. Prevalence and diagnostic performance statistics were calculated. We prespecified analyses to identify scale thresholds with positive predictive values (PPVs) ≥80% and negative predictive values (NPVs) ≥95%. A secondary analysis identified thresholds with PPVs ≥50%. RESULTS: Of 220 EMS transported patients, 13.6% had LVO stroke, 15.9% had intracranial haemorrhage, 20.5% had non-LVO stroke and 50% had stroke mimic diagnoses. LVO stroke prevalence was 15.8% among the 184 diagnostic performance study eligible patients. Only Field Assessment Stroke Triage for Emergency Destination (FAST-ED) ≥7 had a PPV ≥80%, but this threshold missed 83% of LVO strokes. FAST-ED ≥6, Prehospital Acute Severity Scale =3 and Rapid Arterial oCclusion Evaluation ≥7 had PPVs ≥50% but sensitivities were <50%. Several standard and lower alternative scale thresholds achieved NPVs ≥95%, but false positives were common. CONCLUSIONS: Diagnostic performance tradeoffs of LVO prediction scales limited their ability to achieve high PPVs without missing most LVO strokes. Multiple scales provided high NPV thresholds, but these were associated with many false positives. |
format | Online Article Text |
id | pubmed-9274523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-92745232022-07-28 Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients Keenan, Kevin J Smith, Wade S Cole, Sara B Martin, Christine Hemphill, J Claude Madhok, Debbie Y BMJ Neurol Open Original Research INTRODUCTION: We studied a registry of Emergency Medical Systems (EMS) identified prehospital suspected stroke patients brought to an academic endovascular capable hospital over 1 year to assess the prevalence of disease and externally validate large vessel occlusion (LVO) stroke prediction scales with a focus on predictive values. METHODS: All patients had last known well times within 6 hours and a positive prehospital Cincinnati Prehospital Stroke Scale. LVO prediction scale scores were retrospectively calculated from emergency department arrival National Institutes of Health Stroke Scale scores. Final diagnoses were determined by chart review. Prevalence and diagnostic performance statistics were calculated. We prespecified analyses to identify scale thresholds with positive predictive values (PPVs) ≥80% and negative predictive values (NPVs) ≥95%. A secondary analysis identified thresholds with PPVs ≥50%. RESULTS: Of 220 EMS transported patients, 13.6% had LVO stroke, 15.9% had intracranial haemorrhage, 20.5% had non-LVO stroke and 50% had stroke mimic diagnoses. LVO stroke prevalence was 15.8% among the 184 diagnostic performance study eligible patients. Only Field Assessment Stroke Triage for Emergency Destination (FAST-ED) ≥7 had a PPV ≥80%, but this threshold missed 83% of LVO strokes. FAST-ED ≥6, Prehospital Acute Severity Scale =3 and Rapid Arterial oCclusion Evaluation ≥7 had PPVs ≥50% but sensitivities were <50%. Several standard and lower alternative scale thresholds achieved NPVs ≥95%, but false positives were common. CONCLUSIONS: Diagnostic performance tradeoffs of LVO prediction scales limited their ability to achieve high PPVs without missing most LVO strokes. Multiple scales provided high NPV thresholds, but these were associated with many false positives. BMJ Publishing Group 2022-07-11 /pmc/articles/PMC9274523/ /pubmed/35910334 http://dx.doi.org/10.1136/bmjno-2022-000272 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Keenan, Kevin J Smith, Wade S Cole, Sara B Martin, Christine Hemphill, J Claude Madhok, Debbie Y Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
title | Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
title_full | Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
title_fullStr | Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
title_full_unstemmed | Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
title_short | Large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
title_sort | large vessel occlusion prediction scales provide high negative but low positive predictive values in prehospital suspected stroke patients |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274523/ https://www.ncbi.nlm.nih.gov/pubmed/35910334 http://dx.doi.org/10.1136/bmjno-2022-000272 |
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