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Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation
OBJECTIVES: To identify risk factors and to develop a predictive risk score for pacemaker implantation in patients with atrial fibrillation (AF). METHODS: Using Danish nationwide registries, patients with newly diagnosed AF from 2000 to 2014 were identified. Cox proportional-hazards regression compu...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7103856/ https://www.ncbi.nlm.nih.gov/pubmed/32257243 http://dx.doi.org/10.1136/openhrt-2019-001125 |
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author | Dalgaard, Frederik Pallisgaard, Jannik Langtved Lindhardt, Tommi Bo Gislason, Gunnar Blanche, Paul Torp-Pedersen, Christian Ruwald, Martin H |
author_facet | Dalgaard, Frederik Pallisgaard, Jannik Langtved Lindhardt, Tommi Bo Gislason, Gunnar Blanche, Paul Torp-Pedersen, Christian Ruwald, Martin H |
author_sort | Dalgaard, Frederik |
collection | PubMed |
description | OBJECTIVES: To identify risk factors and to develop a predictive risk score for pacemaker implantation in patients with atrial fibrillation (AF). METHODS: Using Danish nationwide registries, patients with newly diagnosed AF from 2000 to 2014 were identified. Cox proportional-hazards regression computed HRs for risk factors of pacemaker implantation. A logistic regression was used to fit a prediction model for 3-month risk of pacemaker implantation and derived a risk score using 80% of the data and its predictive accuracy estimated using the remaining 20%. RESULTS: Among 155 934 AF patients included, the median age (IQR) was 75 (65–83) and 51.3% were men. During a median follow-up time of 3.4 (1.2–5.0) years, 8348 (5.4%) patients received a pacemaker implantation. Risk factors of pacemaker implantation were (in order of highest risk first) age above 60 years, congenital heart disease, heart failure at age under 60 years, prior syncope, valvular AF, hypertension, ischaemic heart disease, male sex and diabetes mellitus. The derived risk score assigns points ranging from 1 to 14 to each of these risk factors. The 3-month risk of pacemaker implantation increased from 0.4% (95% CI: 0.2 to 0.8) at 1 point to 2.6% (95% CI: 1.9 to 3.6) at 18 points. Area under the receiver operator characteristics curve was 62.9 (95% CI: 60.3 to 65.5). CONCLUSION: We highlighted risk factors of pacemaker implantation in newly diagnosed AF patients and created a risk score. The clinical utility of the risk score needs further investigation. |
format | Online Article Text |
id | pubmed-7103856 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-71038562020-03-31 Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation Dalgaard, Frederik Pallisgaard, Jannik Langtved Lindhardt, Tommi Bo Gislason, Gunnar Blanche, Paul Torp-Pedersen, Christian Ruwald, Martin H Open Heart Cardiac Risk Factors and Prevention OBJECTIVES: To identify risk factors and to develop a predictive risk score for pacemaker implantation in patients with atrial fibrillation (AF). METHODS: Using Danish nationwide registries, patients with newly diagnosed AF from 2000 to 2014 were identified. Cox proportional-hazards regression computed HRs for risk factors of pacemaker implantation. A logistic regression was used to fit a prediction model for 3-month risk of pacemaker implantation and derived a risk score using 80% of the data and its predictive accuracy estimated using the remaining 20%. RESULTS: Among 155 934 AF patients included, the median age (IQR) was 75 (65–83) and 51.3% were men. During a median follow-up time of 3.4 (1.2–5.0) years, 8348 (5.4%) patients received a pacemaker implantation. Risk factors of pacemaker implantation were (in order of highest risk first) age above 60 years, congenital heart disease, heart failure at age under 60 years, prior syncope, valvular AF, hypertension, ischaemic heart disease, male sex and diabetes mellitus. The derived risk score assigns points ranging from 1 to 14 to each of these risk factors. The 3-month risk of pacemaker implantation increased from 0.4% (95% CI: 0.2 to 0.8) at 1 point to 2.6% (95% CI: 1.9 to 3.6) at 18 points. Area under the receiver operator characteristics curve was 62.9 (95% CI: 60.3 to 65.5). CONCLUSION: We highlighted risk factors of pacemaker implantation in newly diagnosed AF patients and created a risk score. The clinical utility of the risk score needs further investigation. BMJ Publishing Group 2020-03-24 /pmc/articles/PMC7103856/ /pubmed/32257243 http://dx.doi.org/10.1136/openhrt-2019-001125 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Cardiac Risk Factors and Prevention Dalgaard, Frederik Pallisgaard, Jannik Langtved Lindhardt, Tommi Bo Gislason, Gunnar Blanche, Paul Torp-Pedersen, Christian Ruwald, Martin H Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
title | Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
title_full | Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
title_fullStr | Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
title_full_unstemmed | Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
title_short | Risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
title_sort | risk factors and a 3-month risk score for predicting pacemaker implantation in patients with atrial fibrillation |
topic | Cardiac Risk Factors and Prevention |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7103856/ https://www.ncbi.nlm.nih.gov/pubmed/32257243 http://dx.doi.org/10.1136/openhrt-2019-001125 |
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