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Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium

Currently, the real-life impact of indoor climate, human behaviour, ventilation and air filtration on respiratory pathogen detection and concentration are poorly understood. This hinders the interpretability of bioaerosol quantification in indoor air to surveil respiratory pathogens and transmission...

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Autores principales: Raymenants, Joren, Geenen, Caspar, Budts, Lore, Thibaut, Jonathan, Thijssen, Marijn, De Mulder, Hannelore, Gorissen, Sarah, Craessaerts, Bastiaan, Laenen, Lies, Beuselinck, Kurt, Ombelet, Sien, Keyaerts, Els, André, Emmanuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10005919/
https://www.ncbi.nlm.nih.gov/pubmed/36898982
http://dx.doi.org/10.1038/s41467-023-36986-z
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author Raymenants, Joren
Geenen, Caspar
Budts, Lore
Thibaut, Jonathan
Thijssen, Marijn
De Mulder, Hannelore
Gorissen, Sarah
Craessaerts, Bastiaan
Laenen, Lies
Beuselinck, Kurt
Ombelet, Sien
Keyaerts, Els
André, Emmanuel
author_facet Raymenants, Joren
Geenen, Caspar
Budts, Lore
Thibaut, Jonathan
Thijssen, Marijn
De Mulder, Hannelore
Gorissen, Sarah
Craessaerts, Bastiaan
Laenen, Lies
Beuselinck, Kurt
Ombelet, Sien
Keyaerts, Els
André, Emmanuel
author_sort Raymenants, Joren
collection PubMed
description Currently, the real-life impact of indoor climate, human behaviour, ventilation and air filtration on respiratory pathogen detection and concentration are poorly understood. This hinders the interpretability of bioaerosol quantification in indoor air to surveil respiratory pathogens and transmission risk. We tested 341 indoor air samples from 21 community settings in Belgium for 29 respiratory pathogens using qPCR. On average, 3.9 pathogens were positive per sample and 85.3% of samples tested positive for at least one. Pathogen detection and concentration varied significantly by pathogen, month, and age group in generalised linear (mixed) models and generalised estimating equations. High CO(2) and low natural ventilation were independent risk factors for detection. The odds ratio for detection was 1.09 (95% CI 1.03–1.15) per 100 parts per million (ppm) increase in CO(2), and 0.88 (95% CI 0.80–0.97) per stepwise increase in natural ventilation (on a Likert scale). CO(2) concentration and portable air filtration were independently associated with pathogen concentration. Each 100ppm increase in CO(2) was associated with a qPCR Ct value decrease of 0.08 (95% CI −0.12 to −0.04), and portable air filtration with a 0.58 (95% CI 0.25–0.91) increase. The effects of occupancy, sampling duration, mask wearing, vocalisation, temperature, humidity and mechanical ventilation were not significant. Our results support the importance of ventilation and air filtration to reduce transmission.
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spelling pubmed-100059192023-03-12 Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium Raymenants, Joren Geenen, Caspar Budts, Lore Thibaut, Jonathan Thijssen, Marijn De Mulder, Hannelore Gorissen, Sarah Craessaerts, Bastiaan Laenen, Lies Beuselinck, Kurt Ombelet, Sien Keyaerts, Els André, Emmanuel Nat Commun Article Currently, the real-life impact of indoor climate, human behaviour, ventilation and air filtration on respiratory pathogen detection and concentration are poorly understood. This hinders the interpretability of bioaerosol quantification in indoor air to surveil respiratory pathogens and transmission risk. We tested 341 indoor air samples from 21 community settings in Belgium for 29 respiratory pathogens using qPCR. On average, 3.9 pathogens were positive per sample and 85.3% of samples tested positive for at least one. Pathogen detection and concentration varied significantly by pathogen, month, and age group in generalised linear (mixed) models and generalised estimating equations. High CO(2) and low natural ventilation were independent risk factors for detection. The odds ratio for detection was 1.09 (95% CI 1.03–1.15) per 100 parts per million (ppm) increase in CO(2), and 0.88 (95% CI 0.80–0.97) per stepwise increase in natural ventilation (on a Likert scale). CO(2) concentration and portable air filtration were independently associated with pathogen concentration. Each 100ppm increase in CO(2) was associated with a qPCR Ct value decrease of 0.08 (95% CI −0.12 to −0.04), and portable air filtration with a 0.58 (95% CI 0.25–0.91) increase. The effects of occupancy, sampling duration, mask wearing, vocalisation, temperature, humidity and mechanical ventilation were not significant. Our results support the importance of ventilation and air filtration to reduce transmission. Nature Publishing Group UK 2023-03-11 /pmc/articles/PMC10005919/ /pubmed/36898982 http://dx.doi.org/10.1038/s41467-023-36986-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Raymenants, Joren
Geenen, Caspar
Budts, Lore
Thibaut, Jonathan
Thijssen, Marijn
De Mulder, Hannelore
Gorissen, Sarah
Craessaerts, Bastiaan
Laenen, Lies
Beuselinck, Kurt
Ombelet, Sien
Keyaerts, Els
André, Emmanuel
Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium
title Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium
title_full Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium
title_fullStr Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium
title_full_unstemmed Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium
title_short Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium
title_sort indoor air surveillance and factors associated with respiratory pathogen detection in community settings in belgium
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10005919/
https://www.ncbi.nlm.nih.gov/pubmed/36898982
http://dx.doi.org/10.1038/s41467-023-36986-z
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