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Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools
BACKGROUND: Low absolute humidity (AH) has been associated with increased influenza virus survival and transmissibility and the onset of seasonal influenza outbreaks. Humidification of indoor environments may mitigate viral transmission and may be an important control strategy, particularly in schoo...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3568414/ https://www.ncbi.nlm.nih.gov/pubmed/23383620 http://dx.doi.org/10.1186/1471-2334-13-71 |
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author | Koep, Tyler H Enders, Felicity T Pierret, Chris Ekker, Stephen C Krageschmidt, Dale Neff, Kevin L Lipsitch, Marc Shaman, Jeffrey Huskins, W Charles |
author_facet | Koep, Tyler H Enders, Felicity T Pierret, Chris Ekker, Stephen C Krageschmidt, Dale Neff, Kevin L Lipsitch, Marc Shaman, Jeffrey Huskins, W Charles |
author_sort | Koep, Tyler H |
collection | PubMed |
description | BACKGROUND: Low absolute humidity (AH) has been associated with increased influenza virus survival and transmissibility and the onset of seasonal influenza outbreaks. Humidification of indoor environments may mitigate viral transmission and may be an important control strategy, particularly in schools where viral transmission is common and contributes to the spread of influenza in communities. However, the variability and predictors of AH in the indoor school environment and the feasibility of classroom humidification to levels that could decrease viral survival have not been studied. METHODS: Automated sensors were used to measure temperature, humidity and CO(2) levels in two Minnesota grade schools without central humidification during two successive winters. Outdoor AH measurements were derived from the North American Land Data Assimilation System. Variability in indoor AH within classrooms, between classrooms in the same school, and between schools was assessed using concordance correlation coefficients (CCC). Predictors of indoor AH were examined using time-series Auto-Regressive Conditional Heteroskedasticity models. Classroom humidifiers were used when school was not in session to assess the feasibility of increasing indoor AH to levels associated with decreased influenza virus survival, as projected from previously published animal experiments. RESULTS: AH varied little within classrooms (CCC >0.90) but was more variable between classrooms in the same school (CCC 0.81 for School 1, 0.88 for School 2) and between schools (CCC 0.81). Indoor AH varied widely during the winter (range 2.60 to 10.34 millibars [mb]) and was strongly associated with changes in outdoor AH (p < 0.001). Changes in indoor AH on school weekdays were strongly associated with CO(2) levels (p < 0.001). Over 4 hours, classroom humidifiers increased indoor AH by 4 mb, an increase sufficient to decrease projected 1-hour virus survival by an absolute value of 30% during winter months. CONCLUSIONS: During winter, indoor AH in non-humidified grade schools varies substantially and often to levels that are very low. Indoor results are predicted by outdoor AH over a season and CO(2) levels (which likely reflects human activity) during individual school days. Classroom humidification may be a feasible approach to increase indoor AH to levels that may decrease influenza virus survival and transmission. |
format | Online Article Text |
id | pubmed-3568414 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35684142013-02-11 Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools Koep, Tyler H Enders, Felicity T Pierret, Chris Ekker, Stephen C Krageschmidt, Dale Neff, Kevin L Lipsitch, Marc Shaman, Jeffrey Huskins, W Charles BMC Infect Dis Research Article BACKGROUND: Low absolute humidity (AH) has been associated with increased influenza virus survival and transmissibility and the onset of seasonal influenza outbreaks. Humidification of indoor environments may mitigate viral transmission and may be an important control strategy, particularly in schools where viral transmission is common and contributes to the spread of influenza in communities. However, the variability and predictors of AH in the indoor school environment and the feasibility of classroom humidification to levels that could decrease viral survival have not been studied. METHODS: Automated sensors were used to measure temperature, humidity and CO(2) levels in two Minnesota grade schools without central humidification during two successive winters. Outdoor AH measurements were derived from the North American Land Data Assimilation System. Variability in indoor AH within classrooms, between classrooms in the same school, and between schools was assessed using concordance correlation coefficients (CCC). Predictors of indoor AH were examined using time-series Auto-Regressive Conditional Heteroskedasticity models. Classroom humidifiers were used when school was not in session to assess the feasibility of increasing indoor AH to levels associated with decreased influenza virus survival, as projected from previously published animal experiments. RESULTS: AH varied little within classrooms (CCC >0.90) but was more variable between classrooms in the same school (CCC 0.81 for School 1, 0.88 for School 2) and between schools (CCC 0.81). Indoor AH varied widely during the winter (range 2.60 to 10.34 millibars [mb]) and was strongly associated with changes in outdoor AH (p < 0.001). Changes in indoor AH on school weekdays were strongly associated with CO(2) levels (p < 0.001). Over 4 hours, classroom humidifiers increased indoor AH by 4 mb, an increase sufficient to decrease projected 1-hour virus survival by an absolute value of 30% during winter months. CONCLUSIONS: During winter, indoor AH in non-humidified grade schools varies substantially and often to levels that are very low. Indoor results are predicted by outdoor AH over a season and CO(2) levels (which likely reflects human activity) during individual school days. Classroom humidification may be a feasible approach to increase indoor AH to levels that may decrease influenza virus survival and transmission. BioMed Central 2013-02-05 /pmc/articles/PMC3568414/ /pubmed/23383620 http://dx.doi.org/10.1186/1471-2334-13-71 Text en Copyright ©2013 Koep et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Koep, Tyler H Enders, Felicity T Pierret, Chris Ekker, Stephen C Krageschmidt, Dale Neff, Kevin L Lipsitch, Marc Shaman, Jeffrey Huskins, W Charles Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
title | Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
title_full | Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
title_fullStr | Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
title_full_unstemmed | Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
title_short | Predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
title_sort | predictors of indoor absolute humidity and estimated effects on influenza virus survival in grade schools |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3568414/ https://www.ncbi.nlm.nih.gov/pubmed/23383620 http://dx.doi.org/10.1186/1471-2334-13-71 |
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