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Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation
Background and Objectives: Atrial fibrillation (AF) is associated with increased mortality, predictors of which are poorly characterized. We investigated the predictive power of the commonly used CHA(2)DS(2)-VASc score (congestive heart failure, hypertension, age ≥ 75 years [doubled], diabetes, stro...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7764787/ https://www.ncbi.nlm.nih.gov/pubmed/33317069 http://dx.doi.org/10.3390/jcm9123987 |
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author | Morrone, Doralisa Kroep, Sonja Ricci, Fabrizio Renda, Giulia Patti, Giuseppe Kirchhof, Paulus Chuang, Ling-Hsiang van Hout, Ben De Caterina, Raffaele |
author_facet | Morrone, Doralisa Kroep, Sonja Ricci, Fabrizio Renda, Giulia Patti, Giuseppe Kirchhof, Paulus Chuang, Ling-Hsiang van Hout, Ben De Caterina, Raffaele |
author_sort | Morrone, Doralisa |
collection | PubMed |
description | Background and Objectives: Atrial fibrillation (AF) is associated with increased mortality, predictors of which are poorly characterized. We investigated the predictive power of the commonly used CHA(2)DS(2)-VASc score (congestive heart failure, hypertension, age ≥ 75 years [doubled], diabetes, stroke/transient ischemic attack/thromboembolism [doubled], vascular disease [prior myocardial infarction, peripheral artery disease, or aortic plaque], age 65–75 years, sex category [female]), the HAS-BLED score (hypertension, abnormal renal/liver function, stroke, bleeding history or predisposition, labile international normalized ratio [INR], elderly [age ≥ 65 years], drugs/alcohol concomitantly), and their combination for mortality in AF patients. Methods: The PREvention oF thromboembolic events—European Registry in Atrial Fibrillation (PREFER in AF) was a prospective registry including AF patients across seven European countries. We used logistic regression to analyze the relationship between the CHA(2)DS(2)-VASc and HAS-BLED scores and outcomes, including mortality, at one year. We evaluated the performance of logistic regression models by discrimination measures (C-index and DeLong test) and calibration measures (Hosmer and Lemeshow goodness-of-fit and integrated discrimination improvement (IDI), with bootstrap techniques for internal validation. Results: In 5209 AF patients with complete information on both scores, average one-year mortality was 3.1%. We found strong gradients between stroke/systemic embolic events (SSE), major bleeding and—specifically—mortality for both CHA(2)DS(2)-VASc and HAS-BLED scores, with a similar C-statistic for event prediction. The predictive power of the models with both scores combined, removing overlapping components, was significantly enhanced (p < 0.01) compared to models including either CHA(2)DS(2)-VASc or HAS-BLED alone: for mortality, C-statistic: 0.740, compared to 0.707 for CHA(2)DS(2)-VASc or 0.646 for HAS-BLED alone. IDI analyses supported the significant improvement for the combined score model compared to separate score models for all outcomes. Conclusions: Both the CHA(2)DS(2)-VASc and the HAS-BLED scores predict mortality similarly in patients with AF, and a combination of their components increases prediction significantly. Such combination may be useful for investigational and—possibly—also clinical purposes. |
format | Online Article Text |
id | pubmed-7764787 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77647872020-12-27 Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation Morrone, Doralisa Kroep, Sonja Ricci, Fabrizio Renda, Giulia Patti, Giuseppe Kirchhof, Paulus Chuang, Ling-Hsiang van Hout, Ben De Caterina, Raffaele J Clin Med Article Background and Objectives: Atrial fibrillation (AF) is associated with increased mortality, predictors of which are poorly characterized. We investigated the predictive power of the commonly used CHA(2)DS(2)-VASc score (congestive heart failure, hypertension, age ≥ 75 years [doubled], diabetes, stroke/transient ischemic attack/thromboembolism [doubled], vascular disease [prior myocardial infarction, peripheral artery disease, or aortic plaque], age 65–75 years, sex category [female]), the HAS-BLED score (hypertension, abnormal renal/liver function, stroke, bleeding history or predisposition, labile international normalized ratio [INR], elderly [age ≥ 65 years], drugs/alcohol concomitantly), and their combination for mortality in AF patients. Methods: The PREvention oF thromboembolic events—European Registry in Atrial Fibrillation (PREFER in AF) was a prospective registry including AF patients across seven European countries. We used logistic regression to analyze the relationship between the CHA(2)DS(2)-VASc and HAS-BLED scores and outcomes, including mortality, at one year. We evaluated the performance of logistic regression models by discrimination measures (C-index and DeLong test) and calibration measures (Hosmer and Lemeshow goodness-of-fit and integrated discrimination improvement (IDI), with bootstrap techniques for internal validation. Results: In 5209 AF patients with complete information on both scores, average one-year mortality was 3.1%. We found strong gradients between stroke/systemic embolic events (SSE), major bleeding and—specifically—mortality for both CHA(2)DS(2)-VASc and HAS-BLED scores, with a similar C-statistic for event prediction. The predictive power of the models with both scores combined, removing overlapping components, was significantly enhanced (p < 0.01) compared to models including either CHA(2)DS(2)-VASc or HAS-BLED alone: for mortality, C-statistic: 0.740, compared to 0.707 for CHA(2)DS(2)-VASc or 0.646 for HAS-BLED alone. IDI analyses supported the significant improvement for the combined score model compared to separate score models for all outcomes. Conclusions: Both the CHA(2)DS(2)-VASc and the HAS-BLED scores predict mortality similarly in patients with AF, and a combination of their components increases prediction significantly. Such combination may be useful for investigational and—possibly—also clinical purposes. MDPI 2020-12-09 /pmc/articles/PMC7764787/ /pubmed/33317069 http://dx.doi.org/10.3390/jcm9123987 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Morrone, Doralisa Kroep, Sonja Ricci, Fabrizio Renda, Giulia Patti, Giuseppe Kirchhof, Paulus Chuang, Ling-Hsiang van Hout, Ben De Caterina, Raffaele Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation |
title | Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation |
title_full | Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation |
title_fullStr | Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation |
title_full_unstemmed | Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation |
title_short | Mortality Prediction of the CHA(2)DS(2)-VASc Score, the HAS-BLED Score, and Their Combination in Anticoagulated Patients with Atrial Fibrillation |
title_sort | mortality prediction of the cha(2)ds(2)-vasc score, the has-bled score, and their combination in anticoagulated patients with atrial fibrillation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7764787/ https://www.ncbi.nlm.nih.gov/pubmed/33317069 http://dx.doi.org/10.3390/jcm9123987 |
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