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Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial
INTRODUCTION: Integrated care is effective in reducing all-cause mortality in patients with atrial fibrillation (AF) in primary care, though time and resource intensive. The aim of the current study was to assess whether integrated care should be directed at all AF patients equally. METHODS: The ALL...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586661/ https://www.ncbi.nlm.nih.gov/pubmed/37856486 http://dx.doi.org/10.1371/journal.pone.0292586 |
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author | Trinks-Roerdink, Emmy M. Geersing, Geert-Jan van den Dries, Carline J. Hemels, Martin E. W. Rienstra, Michiel van Gelder, Isabelle C. van Smeden, Maarten van Klaveren, David Kent, David M. Rutten, Frans H. van Doorn, Sander |
author_facet | Trinks-Roerdink, Emmy M. Geersing, Geert-Jan van den Dries, Carline J. Hemels, Martin E. W. Rienstra, Michiel van Gelder, Isabelle C. van Smeden, Maarten van Klaveren, David Kent, David M. Rutten, Frans H. van Doorn, Sander |
author_sort | Trinks-Roerdink, Emmy M. |
collection | PubMed |
description | INTRODUCTION: Integrated care is effective in reducing all-cause mortality in patients with atrial fibrillation (AF) in primary care, though time and resource intensive. The aim of the current study was to assess whether integrated care should be directed at all AF patients equally. METHODS: The ALL-IN trial (n = 1,240 patients, median age 77 years) was a cluster-randomized trial in which primary care practices were randomized to provide integrated care or usual care to AF patients aged 65 years and older. Integrated care comprised of (i) anticoagulation monitoring, (ii) quarterly checkups and (iii) easy-access consultation with cardiologists. For the current analysis, cox proportional hazard analysis with all clinical variables from the CHA(2)DS(2)-VASc score was used to predict all-cause mortality in the ALL-IN trial. Subsequently, the hazard ratio and absolute risk reduction were plotted as a function of this predicted mortality risk to explore treatment heterogeneity. RESULTS: Under usual care, after a median of 2 years follow-up the absolute risk of all-cause mortality in the highest-risk quarter was 31.0%, compared to 4.6% in the lowest-risk quarter. On the relative scale, there was no evidence of treatment heterogeneity (p for interaction = 0.90). However, there was substantial treatment heterogeneity on the absolute scale: risk reduction in the lowest risk- quarter of risk 3.3% (95% CI -0.4% - 7.0) compared to 12.0% (95% CI 2.7% - 22.0) in the highest risk quarter. CONCLUSION: While the relative degree of benefit from integrated AF care is similar in all patients, patients with a high all-cause mortality risk have a greater benefit on an absolute scale and should therefore be prioritized when implementing integrated care. |
format | Online Article Text |
id | pubmed-10586661 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-105866612023-10-20 Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial Trinks-Roerdink, Emmy M. Geersing, Geert-Jan van den Dries, Carline J. Hemels, Martin E. W. Rienstra, Michiel van Gelder, Isabelle C. van Smeden, Maarten van Klaveren, David Kent, David M. Rutten, Frans H. van Doorn, Sander PLoS One Research Article INTRODUCTION: Integrated care is effective in reducing all-cause mortality in patients with atrial fibrillation (AF) in primary care, though time and resource intensive. The aim of the current study was to assess whether integrated care should be directed at all AF patients equally. METHODS: The ALL-IN trial (n = 1,240 patients, median age 77 years) was a cluster-randomized trial in which primary care practices were randomized to provide integrated care or usual care to AF patients aged 65 years and older. Integrated care comprised of (i) anticoagulation monitoring, (ii) quarterly checkups and (iii) easy-access consultation with cardiologists. For the current analysis, cox proportional hazard analysis with all clinical variables from the CHA(2)DS(2)-VASc score was used to predict all-cause mortality in the ALL-IN trial. Subsequently, the hazard ratio and absolute risk reduction were plotted as a function of this predicted mortality risk to explore treatment heterogeneity. RESULTS: Under usual care, after a median of 2 years follow-up the absolute risk of all-cause mortality in the highest-risk quarter was 31.0%, compared to 4.6% in the lowest-risk quarter. On the relative scale, there was no evidence of treatment heterogeneity (p for interaction = 0.90). However, there was substantial treatment heterogeneity on the absolute scale: risk reduction in the lowest risk- quarter of risk 3.3% (95% CI -0.4% - 7.0) compared to 12.0% (95% CI 2.7% - 22.0) in the highest risk quarter. CONCLUSION: While the relative degree of benefit from integrated AF care is similar in all patients, patients with a high all-cause mortality risk have a greater benefit on an absolute scale and should therefore be prioritized when implementing integrated care. Public Library of Science 2023-10-19 /pmc/articles/PMC10586661/ /pubmed/37856486 http://dx.doi.org/10.1371/journal.pone.0292586 Text en © 2023 Trinks-Roerdink et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Trinks-Roerdink, Emmy M. Geersing, Geert-Jan van den Dries, Carline J. Hemels, Martin E. W. Rienstra, Michiel van Gelder, Isabelle C. van Smeden, Maarten van Klaveren, David Kent, David M. Rutten, Frans H. van Doorn, Sander Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial |
title | Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial |
title_full | Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial |
title_fullStr | Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial |
title_full_unstemmed | Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial |
title_short | Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial |
title_sort | integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the all-in trial |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586661/ https://www.ncbi.nlm.nih.gov/pubmed/37856486 http://dx.doi.org/10.1371/journal.pone.0292586 |
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