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Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population
BACKGROUND: Numerous studies have found increased risk of Clostridium difficile infection (CDI) with increasing age. We hypothesized that increased CDI risk in an elderly population is due to poorer overall health status with older age. METHODS: A total of 174 903 persons aged 66 years and older cod...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6054265/ https://www.ncbi.nlm.nih.gov/pubmed/30046643 http://dx.doi.org/10.1093/ofid/ofy160 |
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author | Olsen, Margaret A Stwalley, Dustin Demont, Clarisse Dubberke, Erik R |
author_facet | Olsen, Margaret A Stwalley, Dustin Demont, Clarisse Dubberke, Erik R |
author_sort | Olsen, Margaret A |
collection | PubMed |
description | BACKGROUND: Numerous studies have found increased risk of Clostridium difficile infection (CDI) with increasing age. We hypothesized that increased CDI risk in an elderly population is due to poorer overall health status with older age. METHODS: A total of 174 903 persons aged 66 years and older coded for CDI in 2011 were identified using Medicare claims data. The comparison population consisted of 1 453 867 uninfected persons. Potential risk factors for CDI were identified in the prior 12 months and organized into categories, including infections, acute noninfectious conditions, chronic comorbidities, frailty indicators, and health care utilization. Multivariable logistic regression models with CDI as the dependent variable were used to determine the categories with the biggest impact on model performance. RESULTS: Increasing age was associated with progressively increasing risk of CDI in univariate analysis, with 5-fold increased risk of CDI in 94–95-year-old persons compared with those aged 66–67 years. Independent risk factors for CDI with the highest effect sizes included septicemia (odds ratio [OR], 4.1), emergency hospitalization(s) (OR, 3.9), short-term skilled nursing facility stay(s) (OR, 2.7), diverticulitis (OR, 2.2), and pneumonia (OR, 2.1). Exclusion of age from the full model had no impact on model performance. Exclusion of acute noninfectious conditions followed by frailty indicators resulted in lower c-statistics and poor model fit. Further exclusion of health care utilization variables resulted in a large drop in the c-statistic. CONCLUSIONS: Age did not improve CDI risk prediction after controlling for a wide variety of infections, other acute conditions, frailty indicators, and prior health care utilization. |
format | Online Article Text |
id | pubmed-6054265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60542652018-07-25 Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population Olsen, Margaret A Stwalley, Dustin Demont, Clarisse Dubberke, Erik R Open Forum Infect Dis Major Article BACKGROUND: Numerous studies have found increased risk of Clostridium difficile infection (CDI) with increasing age. We hypothesized that increased CDI risk in an elderly population is due to poorer overall health status with older age. METHODS: A total of 174 903 persons aged 66 years and older coded for CDI in 2011 were identified using Medicare claims data. The comparison population consisted of 1 453 867 uninfected persons. Potential risk factors for CDI were identified in the prior 12 months and organized into categories, including infections, acute noninfectious conditions, chronic comorbidities, frailty indicators, and health care utilization. Multivariable logistic regression models with CDI as the dependent variable were used to determine the categories with the biggest impact on model performance. RESULTS: Increasing age was associated with progressively increasing risk of CDI in univariate analysis, with 5-fold increased risk of CDI in 94–95-year-old persons compared with those aged 66–67 years. Independent risk factors for CDI with the highest effect sizes included septicemia (odds ratio [OR], 4.1), emergency hospitalization(s) (OR, 3.9), short-term skilled nursing facility stay(s) (OR, 2.7), diverticulitis (OR, 2.2), and pneumonia (OR, 2.1). Exclusion of age from the full model had no impact on model performance. Exclusion of acute noninfectious conditions followed by frailty indicators resulted in lower c-statistics and poor model fit. Further exclusion of health care utilization variables resulted in a large drop in the c-statistic. CONCLUSIONS: Age did not improve CDI risk prediction after controlling for a wide variety of infections, other acute conditions, frailty indicators, and prior health care utilization. Oxford University Press 2018-07-19 /pmc/articles/PMC6054265/ /pubmed/30046643 http://dx.doi.org/10.1093/ofid/ofy160 Text en © The Author(s) 2018. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Major Article Olsen, Margaret A Stwalley, Dustin Demont, Clarisse Dubberke, Erik R Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population |
title | Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population |
title_full | Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population |
title_fullStr | Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population |
title_full_unstemmed | Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population |
title_short | Increasing Age Has Limited Impact on Risk of Clostridium difficile Infection in an Elderly Population |
title_sort | increasing age has limited impact on risk of clostridium difficile infection in an elderly population |
topic | Major Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6054265/ https://www.ncbi.nlm.nih.gov/pubmed/30046643 http://dx.doi.org/10.1093/ofid/ofy160 |
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