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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10005919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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