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Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score
AIM: The Prevention of Arrhythmia Device Infection Trial (PADIT) infection risk score, developed based on a large prospectively collected data set, identified five independent predictors of cardiac implantable electronic device (CIED) infection. We performed an independent validation of the risk sco...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8427456/ https://www.ncbi.nlm.nih.gov/pubmed/33755136 http://dx.doi.org/10.1093/europace/euab028 |
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author | Ahmed, Fozia Z Blomström-Lundqvist, Carina Bloom, Heather Cooper, Christopher Ellis, Christopher Goette, Andreas Greenspon, Arnold J Love, Charles J Johansen, Jens Brock Philippon, Francois Tarakji, Khaldoun G Holbrook, Reece Sherfesee, Lou Xia, Ying Seshadri, Swathi Lexcen, Daniel R Krahn, Andrew D |
author_facet | Ahmed, Fozia Z Blomström-Lundqvist, Carina Bloom, Heather Cooper, Christopher Ellis, Christopher Goette, Andreas Greenspon, Arnold J Love, Charles J Johansen, Jens Brock Philippon, Francois Tarakji, Khaldoun G Holbrook, Reece Sherfesee, Lou Xia, Ying Seshadri, Swathi Lexcen, Daniel R Krahn, Andrew D |
author_sort | Ahmed, Fozia Z |
collection | PubMed |
description | AIM: The Prevention of Arrhythmia Device Infection Trial (PADIT) infection risk score, developed based on a large prospectively collected data set, identified five independent predictors of cardiac implantable electronic device (CIED) infection. We performed an independent validation of the risk score in a data set extracted from U.S. healthcare claims. METHODS AND RESULTS: Retrospective identification of index CIED procedures among patients aged ≥18 years with at least one record of a CIED procedure between January 2011 and September 2014 in a U.S health claims database. PADIT risk factors and major CIED infections (with system removal, invasive procedure without system removal, or infection-attributable death) were identified through diagnosis and procedure codes. The data set was randomized by PADIT score into Data Set A (60%) and Data Set B (40%). A frailty model allowing multiple procedures per patient was fit using Data Set A, with PADIT score as the only predictor, excluding patients with prior CIED infection. A data set of 54 042 index procedures among 51 623 patients with 574 infections was extracted. Among patients with no history of prior CIED infection, a 1 unit increase in the PADIT score was associated with a relative 28% increase in infection risk. Prior CIED infection was associated with significant incremental predictive value (HR 5.66, P < 0.0001) after adjusting for PADIT score. A Harrell’s C-statistic for the PADIT score and history of prior CIED infection was 0.76. CONCLUSION: The PADIT risk score predicts increased CIED infection risk, identifying higher risk patients that could potentially benefit from targeted interventions to reduce the risk of CIED infection. Prior CIED infection confers incremental predictive value to the PADIT score. |
format | Online Article Text |
id | pubmed-8427456 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-84274562021-09-09 Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score Ahmed, Fozia Z Blomström-Lundqvist, Carina Bloom, Heather Cooper, Christopher Ellis, Christopher Goette, Andreas Greenspon, Arnold J Love, Charles J Johansen, Jens Brock Philippon, Francois Tarakji, Khaldoun G Holbrook, Reece Sherfesee, Lou Xia, Ying Seshadri, Swathi Lexcen, Daniel R Krahn, Andrew D Europace Clinical Research AIM: The Prevention of Arrhythmia Device Infection Trial (PADIT) infection risk score, developed based on a large prospectively collected data set, identified five independent predictors of cardiac implantable electronic device (CIED) infection. We performed an independent validation of the risk score in a data set extracted from U.S. healthcare claims. METHODS AND RESULTS: Retrospective identification of index CIED procedures among patients aged ≥18 years with at least one record of a CIED procedure between January 2011 and September 2014 in a U.S health claims database. PADIT risk factors and major CIED infections (with system removal, invasive procedure without system removal, or infection-attributable death) were identified through diagnosis and procedure codes. The data set was randomized by PADIT score into Data Set A (60%) and Data Set B (40%). A frailty model allowing multiple procedures per patient was fit using Data Set A, with PADIT score as the only predictor, excluding patients with prior CIED infection. A data set of 54 042 index procedures among 51 623 patients with 574 infections was extracted. Among patients with no history of prior CIED infection, a 1 unit increase in the PADIT score was associated with a relative 28% increase in infection risk. Prior CIED infection was associated with significant incremental predictive value (HR 5.66, P < 0.0001) after adjusting for PADIT score. A Harrell’s C-statistic for the PADIT score and history of prior CIED infection was 0.76. CONCLUSION: The PADIT risk score predicts increased CIED infection risk, identifying higher risk patients that could potentially benefit from targeted interventions to reduce the risk of CIED infection. Prior CIED infection confers incremental predictive value to the PADIT score. Oxford University Press 2021-03-23 /pmc/articles/PMC8427456/ /pubmed/33755136 http://dx.doi.org/10.1093/europace/euab028 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Clinical Research Ahmed, Fozia Z Blomström-Lundqvist, Carina Bloom, Heather Cooper, Christopher Ellis, Christopher Goette, Andreas Greenspon, Arnold J Love, Charles J Johansen, Jens Brock Philippon, Francois Tarakji, Khaldoun G Holbrook, Reece Sherfesee, Lou Xia, Ying Seshadri, Swathi Lexcen, Daniel R Krahn, Andrew D Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score |
title | Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score |
title_full | Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score |
title_fullStr | Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score |
title_full_unstemmed | Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score |
title_short | Use of healthcare claims to validate the Prevention of Arrhythmia Device Infection Trial cardiac implantable electronic device infection risk score |
title_sort | use of healthcare claims to validate the prevention of arrhythmia device infection trial cardiac implantable electronic device infection risk score |
topic | Clinical Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8427456/ https://www.ncbi.nlm.nih.gov/pubmed/33755136 http://dx.doi.org/10.1093/europace/euab028 |
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