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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...

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Autores principales: Ding, Wern Yew, Rivera-Caravaca, José Miguel, Marin, Francisco, Torp-Pedersen, Christian, Roldán, Vanessa, Lip, Gregory Y. H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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