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Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source
BACKGROUND: Embolic stroke of undetermined source (ESUS) accounts for a substantial proportion of ischaemic strokes. A stroke recurrence score has been shown to predict the risk of recurrent stroke in patients with ESUS based on a combination of clinical and imaging features. This study aimed to ext...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10552210/ https://www.ncbi.nlm.nih.gov/pubmed/37794453 http://dx.doi.org/10.1186/s42466-023-00279-z |
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author | Ingwersen, Thies Olma, Manuel C. Schlemm, Eckhard Mayer, Carola Cheng, Bastian Tütüncü, Serdar Kirchhof, Paulus Veltkamp, Roland Röther, Joachim Laufs, Ulrich Nabavi, Darius G. Ntaios, George Endres, Matthias Haeusler, Karl Georg Thomalla, Götz |
author_facet | Ingwersen, Thies Olma, Manuel C. Schlemm, Eckhard Mayer, Carola Cheng, Bastian Tütüncü, Serdar Kirchhof, Paulus Veltkamp, Roland Röther, Joachim Laufs, Ulrich Nabavi, Darius G. Ntaios, George Endres, Matthias Haeusler, Karl Georg Thomalla, Götz |
author_sort | Ingwersen, Thies |
collection | PubMed |
description | BACKGROUND: Embolic stroke of undetermined source (ESUS) accounts for a substantial proportion of ischaemic strokes. A stroke recurrence score has been shown to predict the risk of recurrent stroke in patients with ESUS based on a combination of clinical and imaging features. This study aimed to externally validate the performance of the ESUS recurrence score using data from a randomized controlled trial. METHODS: The validation dataset consisted of eligible stroke patients with available magnetic resonance imaging (MRI) data enrolled in the PreDAFIS sub-study of the MonDAFIS study. The score was calculated using three variables: age (1 point per decade after 35 years), presence of white matter hyperintensities (2 points), and multiterritorial ischaemic stroke (3 points). Patients were assigned to risk groups as described in the original publication. The model was evaluated using standard discrimination and calibration methods. RESULTS: Of the 1054 patients, 241 (22.9%) were classified as ESUS. Owing to insufficient MRI quality, three patients were excluded, leaving 238 patients (median age 65.5 years [IQR 20.75], 39% female) for analysis. Of these, 30 (13%) patients experienced recurrent ischaemic stroke or transient ischemic attack (TIA) during a follow-up period of 383 patient-years, corresponding to an incidence rate of 7.8 per 100 patient-years (95% CI 5.3–11.2). Patients with an ESUS recurrence score value of ≥ 7 had a 2.46 (hazard ratio (HR), 95% CI 1.02–5.93) times higher risk of stroke recurrence than patients with a score of 0–4. The cumulative probability of stroke recurrence in the low-(0–4), intermediate-(5–6), and high-risk group (≥ 7) was 9%, 13%, and 23%, respectively (log-rank test, χ(2) = 4.2, p = 0.1). CONCLUSIONS: This external validation of a published scoring system supports a threshold of ≥ 7 for identifying ESUS patients at high-risk of stroke recurrence. However, further adjustments may be required to improve the model’s performance in independent cohorts. The use of risk scores may be helpful in guiding extended diagnostics and further trials on secondary prevention in patients with ESUS. Trial registration: Clinical Trials, NCT02204267. Registered 30 July 2014, https://clinicaltrials.gov/ct2/show/NCT02204267. |
format | Online Article Text |
id | pubmed-10552210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105522102023-10-06 Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source Ingwersen, Thies Olma, Manuel C. Schlemm, Eckhard Mayer, Carola Cheng, Bastian Tütüncü, Serdar Kirchhof, Paulus Veltkamp, Roland Röther, Joachim Laufs, Ulrich Nabavi, Darius G. Ntaios, George Endres, Matthias Haeusler, Karl Georg Thomalla, Götz Neurol Res Pract Research Article BACKGROUND: Embolic stroke of undetermined source (ESUS) accounts for a substantial proportion of ischaemic strokes. A stroke recurrence score has been shown to predict the risk of recurrent stroke in patients with ESUS based on a combination of clinical and imaging features. This study aimed to externally validate the performance of the ESUS recurrence score using data from a randomized controlled trial. METHODS: The validation dataset consisted of eligible stroke patients with available magnetic resonance imaging (MRI) data enrolled in the PreDAFIS sub-study of the MonDAFIS study. The score was calculated using three variables: age (1 point per decade after 35 years), presence of white matter hyperintensities (2 points), and multiterritorial ischaemic stroke (3 points). Patients were assigned to risk groups as described in the original publication. The model was evaluated using standard discrimination and calibration methods. RESULTS: Of the 1054 patients, 241 (22.9%) were classified as ESUS. Owing to insufficient MRI quality, three patients were excluded, leaving 238 patients (median age 65.5 years [IQR 20.75], 39% female) for analysis. Of these, 30 (13%) patients experienced recurrent ischaemic stroke or transient ischemic attack (TIA) during a follow-up period of 383 patient-years, corresponding to an incidence rate of 7.8 per 100 patient-years (95% CI 5.3–11.2). Patients with an ESUS recurrence score value of ≥ 7 had a 2.46 (hazard ratio (HR), 95% CI 1.02–5.93) times higher risk of stroke recurrence than patients with a score of 0–4. The cumulative probability of stroke recurrence in the low-(0–4), intermediate-(5–6), and high-risk group (≥ 7) was 9%, 13%, and 23%, respectively (log-rank test, χ(2) = 4.2, p = 0.1). CONCLUSIONS: This external validation of a published scoring system supports a threshold of ≥ 7 for identifying ESUS patients at high-risk of stroke recurrence. However, further adjustments may be required to improve the model’s performance in independent cohorts. The use of risk scores may be helpful in guiding extended diagnostics and further trials on secondary prevention in patients with ESUS. Trial registration: Clinical Trials, NCT02204267. Registered 30 July 2014, https://clinicaltrials.gov/ct2/show/NCT02204267. BioMed Central 2023-10-05 /pmc/articles/PMC10552210/ /pubmed/37794453 http://dx.doi.org/10.1186/s42466-023-00279-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Ingwersen, Thies Olma, Manuel C. Schlemm, Eckhard Mayer, Carola Cheng, Bastian Tütüncü, Serdar Kirchhof, Paulus Veltkamp, Roland Röther, Joachim Laufs, Ulrich Nabavi, Darius G. Ntaios, George Endres, Matthias Haeusler, Karl Georg Thomalla, Götz Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
title | Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
title_full | Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
title_fullStr | Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
title_full_unstemmed | Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
title_short | Independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
title_sort | independent external validation of a stroke recurrence score in patients with embolic stroke of undetermined source |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10552210/ https://www.ncbi.nlm.nih.gov/pubmed/37794453 http://dx.doi.org/10.1186/s42466-023-00279-z |
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