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Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics?
OBJECTIVES: Severe influenza can lead to Intensive Care Unit (ICU) admission. We explored whether ICU data reflect influenza like illness (ILI) activity in the general population, and whether ICU respiratory infections can predict influenza epidemics. METHODS: We calculated the time lag and correlat...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3877112/ https://www.ncbi.nlm.nih.gov/pubmed/24391837 http://dx.doi.org/10.1371/journal.pone.0083854 |
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author | Koetsier, Antonie van Asten, Liselotte Dijkstra, Frederika van der Hoek, Wim Snijders, Bianca E. van den Wijngaard, Cees C. Boshuizen, Hendriek C. Donker, Gé A. de Lange, Dylan W. de Keizer, Nicolette F. Peek, Niels |
author_facet | Koetsier, Antonie van Asten, Liselotte Dijkstra, Frederika van der Hoek, Wim Snijders, Bianca E. van den Wijngaard, Cees C. Boshuizen, Hendriek C. Donker, Gé A. de Lange, Dylan W. de Keizer, Nicolette F. Peek, Niels |
author_sort | Koetsier, Antonie |
collection | PubMed |
description | OBJECTIVES: Severe influenza can lead to Intensive Care Unit (ICU) admission. We explored whether ICU data reflect influenza like illness (ILI) activity in the general population, and whether ICU respiratory infections can predict influenza epidemics. METHODS: We calculated the time lag and correlation between ILI incidence (from ILI sentinel surveillance, based on general practitioners (GP) consultations) and percentages of ICU admissions with a respiratory infection (from the Dutch National Intensive Care Registry) over the years 2003–2011. In addition, ICU data of the first three years was used to build three regression models to predict the start and end of influenza epidemics in the years thereafter, one to three weeks ahead. The predicted start and end of influenza epidemics were compared with observed start and end of such epidemics according to the incidence of ILI. RESULTS: Peaks in respiratory ICU admissions lasted longer than peaks in ILI incidence rates. Increases in ICU admissions occurred on average two days earlier compared to ILI. Predicting influenza epidemics one, two, or three weeks ahead yielded positive predictive values ranging from 0.52 to 0.78, and sensitivities from 0.34 to 0.51. CONCLUSIONS: ICU data was associated with ILI activity, with increases in ICU data often occurring earlier and for a longer time period. However, in the Netherlands, predicting influenza epidemics in the general population using ICU data was imprecise, with low positive predictive values and sensitivities. |
format | Online Article Text |
id | pubmed-3877112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38771122014-01-03 Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? Koetsier, Antonie van Asten, Liselotte Dijkstra, Frederika van der Hoek, Wim Snijders, Bianca E. van den Wijngaard, Cees C. Boshuizen, Hendriek C. Donker, Gé A. de Lange, Dylan W. de Keizer, Nicolette F. Peek, Niels PLoS One Research Article OBJECTIVES: Severe influenza can lead to Intensive Care Unit (ICU) admission. We explored whether ICU data reflect influenza like illness (ILI) activity in the general population, and whether ICU respiratory infections can predict influenza epidemics. METHODS: We calculated the time lag and correlation between ILI incidence (from ILI sentinel surveillance, based on general practitioners (GP) consultations) and percentages of ICU admissions with a respiratory infection (from the Dutch National Intensive Care Registry) over the years 2003–2011. In addition, ICU data of the first three years was used to build three regression models to predict the start and end of influenza epidemics in the years thereafter, one to three weeks ahead. The predicted start and end of influenza epidemics were compared with observed start and end of such epidemics according to the incidence of ILI. RESULTS: Peaks in respiratory ICU admissions lasted longer than peaks in ILI incidence rates. Increases in ICU admissions occurred on average two days earlier compared to ILI. Predicting influenza epidemics one, two, or three weeks ahead yielded positive predictive values ranging from 0.52 to 0.78, and sensitivities from 0.34 to 0.51. CONCLUSIONS: ICU data was associated with ILI activity, with increases in ICU data often occurring earlier and for a longer time period. However, in the Netherlands, predicting influenza epidemics in the general population using ICU data was imprecise, with low positive predictive values and sensitivities. Public Library of Science 2013-12-31 /pmc/articles/PMC3877112/ /pubmed/24391837 http://dx.doi.org/10.1371/journal.pone.0083854 Text en © 2013 Koetsier et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Koetsier, Antonie van Asten, Liselotte Dijkstra, Frederika van der Hoek, Wim Snijders, Bianca E. van den Wijngaard, Cees C. Boshuizen, Hendriek C. Donker, Gé A. de Lange, Dylan W. de Keizer, Nicolette F. Peek, Niels Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? |
title | Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? |
title_full | Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? |
title_fullStr | Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? |
title_full_unstemmed | Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? |
title_short | Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics? |
title_sort | do intensive care data on respiratory infections reflect influenza epidemics? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3877112/ https://www.ncbi.nlm.nih.gov/pubmed/24391837 http://dx.doi.org/10.1371/journal.pone.0083854 |
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