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Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS
Our ability to evaluate residual stroke risk despite anticoagulation in atrial fibrillation (AF) is currently lacking. The Calculator of Absolute Stroke Risk (CARS) has been proposed to predict 1-year absolute stroke risk in non-anticoagulated patients. We aimed to determine whether a modified CARS...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348193/ https://www.ncbi.nlm.nih.gov/pubmed/34362143 http://dx.doi.org/10.3390/jcm10153357 |
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author | Ding, Wern Yew Rivera-Caravaca, José Miguel Marin, Francisco Torp-Pedersen, Christian Roldán, Vanessa Lip, Gregory Y. H. |
author_facet | Ding, Wern Yew Rivera-Caravaca, José Miguel Marin, Francisco Torp-Pedersen, Christian Roldán, Vanessa Lip, Gregory Y. H. |
author_sort | Ding, Wern Yew |
collection | PubMed |
description | Our ability to evaluate residual stroke risk despite anticoagulation in atrial fibrillation (AF) is currently lacking. The Calculator of Absolute Stroke Risk (CARS) has been proposed to predict 1-year absolute stroke risk in non-anticoagulated patients. We aimed to determine whether a modified CARS (mCARS) may be used to assess the residual stroke risk in anticoagulated AF patients from ‘real-world’ and ‘clinical trial’ cohorts. We studied patient-level data of anticoagulated AF patients from the real-world Murcia AF Project and AMADEUS clinical trial. Individual mCARS were estimated for each patient. None of the patients were treated with non-vitamin K antagonist oral anticoagulants. The predicted residual stroke risk was compared to actual stroke risk. 3503 patients were included (2205 [62.9%] clinical trial and 1298 [37.1%] real-world). There was wide variation of CARS for each category of CHA(2)DS(2)-VASc score in both cohorts. Average predicted residual stroke risk by mCARS (1.8 ± 1.8%) was identical to actual stroke risk (1.8% [95% CI, 1.3–2.4]) in the clinical trial, and broadly similar in the real-world (2.1 ± 1.9% vs. 2.4% [95% CI, 1.6–3.4]). AUCs of mCARS for prediction of stroke events in the clinical trial and real-world were 0.678 (95% CI, 0.598–0.758) and 0.712 [95% CI, 0.618–0.805], respectively. mCARS was able to refine stroke risk estimation for each point of the CHA(2)DS(2)-VASc score in both cohorts. Personalised residual 1-year absolute stroke risk in anticoagulated AF patients may be estimated using mCARS, thereby allowing an assessment of the absolute risk reduction of treatment and facilitating a patient-centred approach in the management of AF. Such identification of patients with high residual stroke risk could help target more aggressive interventions and follow-up. |
format | Online Article Text |
id | pubmed-8348193 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83481932021-08-08 Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS Ding, Wern Yew Rivera-Caravaca, José Miguel Marin, Francisco Torp-Pedersen, Christian Roldán, Vanessa Lip, Gregory Y. H. J Clin Med Article Our ability to evaluate residual stroke risk despite anticoagulation in atrial fibrillation (AF) is currently lacking. The Calculator of Absolute Stroke Risk (CARS) has been proposed to predict 1-year absolute stroke risk in non-anticoagulated patients. We aimed to determine whether a modified CARS (mCARS) may be used to assess the residual stroke risk in anticoagulated AF patients from ‘real-world’ and ‘clinical trial’ cohorts. We studied patient-level data of anticoagulated AF patients from the real-world Murcia AF Project and AMADEUS clinical trial. Individual mCARS were estimated for each patient. None of the patients were treated with non-vitamin K antagonist oral anticoagulants. The predicted residual stroke risk was compared to actual stroke risk. 3503 patients were included (2205 [62.9%] clinical trial and 1298 [37.1%] real-world). There was wide variation of CARS for each category of CHA(2)DS(2)-VASc score in both cohorts. Average predicted residual stroke risk by mCARS (1.8 ± 1.8%) was identical to actual stroke risk (1.8% [95% CI, 1.3–2.4]) in the clinical trial, and broadly similar in the real-world (2.1 ± 1.9% vs. 2.4% [95% CI, 1.6–3.4]). AUCs of mCARS for prediction of stroke events in the clinical trial and real-world were 0.678 (95% CI, 0.598–0.758) and 0.712 [95% CI, 0.618–0.805], respectively. mCARS was able to refine stroke risk estimation for each point of the CHA(2)DS(2)-VASc score in both cohorts. Personalised residual 1-year absolute stroke risk in anticoagulated AF patients may be estimated using mCARS, thereby allowing an assessment of the absolute risk reduction of treatment and facilitating a patient-centred approach in the management of AF. Such identification of patients with high residual stroke risk could help target more aggressive interventions and follow-up. MDPI 2021-07-29 /pmc/articles/PMC8348193/ /pubmed/34362143 http://dx.doi.org/10.3390/jcm10153357 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 Ding, Wern Yew Rivera-Caravaca, José Miguel Marin, Francisco Torp-Pedersen, Christian Roldán, Vanessa Lip, Gregory Y. H. Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS |
title | Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS |
title_full | Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS |
title_fullStr | Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS |
title_full_unstemmed | Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS |
title_short | Prediction of Residual Stroke Risk in Anticoagulated Patients with Atrial Fibrillation: mCARS |
title_sort | prediction of residual stroke risk in anticoagulated patients with atrial fibrillation: mcars |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348193/ https://www.ncbi.nlm.nih.gov/pubmed/34362143 http://dx.doi.org/10.3390/jcm10153357 |
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