RCT versus real-world cohorts: Differences in patient characteristics drive associations with outcome after EVT.
Endovascular thrombectomy
RCT
Stroke
outcome prediction
real-world data
Journal
European stroke journal
ISSN: 2396-9881
Titre abrégé: Eur Stroke J
Pays: England
ID NLM: 101688446
Informations de publication
Date de publication:
03 2023
03 2023
Historique:
received:
25
07
2022
accepted:
09
11
2022
medline:
7
4
2023
entrez:
6
4
2023
pubmed:
7
4
2023
Statut:
ppublish
Résumé
The selection of patients with large-vessel occlusion (LVO) stroke for endovascular treatment (EVT) depends on patient characteristics and procedural metrics. The relation of these variables to functional outcome after EVT has been assessed in numerous datasets from both randomized controlled trials (RCT) and real-world registries, but whether differences in their case mix modulate outcome prediction is unknown. We leveraged data from individual patients with anterior LVO stroke treated with EVT from completed RCTs from the Virtual International Stroke Trials Archive ( Ten out of 11 analyzed baseline variables differed between the RCT and real-world cohort: RCT patients were younger, had higher admission NIHSS scores, and received thrombolysis more often (all RCT and real-world cohorts considerably differ in patient characteristics, individual outcome predictor strength, and overall outcome prediction model performance.
Sections du résumé
Background
The selection of patients with large-vessel occlusion (LVO) stroke for endovascular treatment (EVT) depends on patient characteristics and procedural metrics. The relation of these variables to functional outcome after EVT has been assessed in numerous datasets from both randomized controlled trials (RCT) and real-world registries, but whether differences in their case mix modulate outcome prediction is unknown.
Methods
We leveraged data from individual patients with anterior LVO stroke treated with EVT from completed RCTs from the Virtual International Stroke Trials Archive (
Results
Ten out of 11 analyzed baseline variables differed between the RCT and real-world cohort: RCT patients were younger, had higher admission NIHSS scores, and received thrombolysis more often (all
Conclusions
RCT and real-world cohorts considerably differ in patient characteristics, individual outcome predictor strength, and overall outcome prediction model performance.
Identifiants
pubmed: 37021166
doi: 10.1177/23969873221142642
pii: 10.1177_23969873221142642
pmc: PMC10069173
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Pagination
231-240Informations de copyright
© European Stroke Organisation 2022.
Déclaration de conflit d'intérêts
The author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: LK has received funding for travel or speaker honoraria from Bayer Vital, Boehringer Ingelheim, Bristol-Meyer-Squibb, Daiichi Sankyo, and Pfizer outside of this study. MG reports personal fees from Medtronic, Stryker, Microvention, and Mentice, all outside the submitted work. In addition, MG has a patent on “Systems of acute stroke diagnosis” licensed to GE Healthcare, and a patent on “Systems of intracranial access” licensed to Microvention. CG reports personal fees from Amgen, Boehringer Ingelheim, Daiichi Sankyo, Abbott, Prediction Biosciences, Novartis, and Bayer, all outside the submitted work. GT reports grants and personal fees from Bayer, and personal fees from Acandis, BristolMyersSquibb/Pfizer, Boehringer Ingelheim, Daiichi Sankyo, Portola, and Stryker, all outside the submitted work. ST reports personal fees from Apollo Alpha, outside of the submitted work. All other authors declare no competing interests.
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