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Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens
Measuring house dust mite aeroallergen concentrations is essential in understanding mite allergen exposure. Physically, the aerolized house dust mite faeces are part of indoor particulate matter. We studied the statistical ways of summarizing measurements of fluctuating mite aeroallergen exposure in...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547081/ https://www.ncbi.nlm.nih.gov/pubmed/33037278 http://dx.doi.org/10.1038/s41598-020-73839-x |
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author | van Boven, F. E. de Jong, N. W. Loomans, M. G. L. C. Braunstahl, G. J. Gerth van Wijk, R. Arends, L. R. |
author_facet | van Boven, F. E. de Jong, N. W. Loomans, M. G. L. C. Braunstahl, G. J. Gerth van Wijk, R. Arends, L. R. |
author_sort | van Boven, F. E. |
collection | PubMed |
description | Measuring house dust mite aeroallergen concentrations is essential in understanding mite allergen exposure. Physically, the aerolized house dust mite faeces are part of indoor particulate matter. We studied the statistical ways of summarizing measurements of fluctuating mite aeroallergen exposure inside homes through indoor particulate matter. To study emissions from beddings, we measured the time-related airborne dust concentration after shaking a duvet. Analysis was performed both by a method based on the estimated mean and by a non-linear model. Twenty-eight studies reported a sum of concentrations; only one also reported the peak. In our four experiments on shaking a duvet (245 to 275 measurements each), the peak value was two to four times higher than the mean. The mean-based and non-linear models both predicted the sum of concentrations exactly. A 1% upper prediction bound and the non-linear model predicted the peak emission rate moderately well (64 to 92%, and 63 to 93%, respectively). Mean levels of indoor particulate matter measurements differ substantially from peak concentrations. The use of the mean is only sufficient to predict the sum of concentrations. We suggest that, mite aeroallergen measurements should include information on the peak as well as the mean. |
format | Online Article Text |
id | pubmed-7547081 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75470812020-10-14 Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens van Boven, F. E. de Jong, N. W. Loomans, M. G. L. C. Braunstahl, G. J. Gerth van Wijk, R. Arends, L. R. Sci Rep Article Measuring house dust mite aeroallergen concentrations is essential in understanding mite allergen exposure. Physically, the aerolized house dust mite faeces are part of indoor particulate matter. We studied the statistical ways of summarizing measurements of fluctuating mite aeroallergen exposure inside homes through indoor particulate matter. To study emissions from beddings, we measured the time-related airborne dust concentration after shaking a duvet. Analysis was performed both by a method based on the estimated mean and by a non-linear model. Twenty-eight studies reported a sum of concentrations; only one also reported the peak. In our four experiments on shaking a duvet (245 to 275 measurements each), the peak value was two to four times higher than the mean. The mean-based and non-linear models both predicted the sum of concentrations exactly. A 1% upper prediction bound and the non-linear model predicted the peak emission rate moderately well (64 to 92%, and 63 to 93%, respectively). Mean levels of indoor particulate matter measurements differ substantially from peak concentrations. The use of the mean is only sufficient to predict the sum of concentrations. We suggest that, mite aeroallergen measurements should include information on the peak as well as the mean. Nature Publishing Group UK 2020-10-09 /pmc/articles/PMC7547081/ /pubmed/33037278 http://dx.doi.org/10.1038/s41598-020-73839-x Text en © The Author(s) 2020 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article van Boven, F. E. de Jong, N. W. Loomans, M. G. L. C. Braunstahl, G. J. Gerth van Wijk, R. Arends, L. R. Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
title | Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
title_full | Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
title_fullStr | Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
title_full_unstemmed | Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
title_short | Describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
title_sort | describing fluctuating indoor aerosol dust measurements with application to house dust mite allergens |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547081/ https://www.ncbi.nlm.nih.gov/pubmed/33037278 http://dx.doi.org/10.1038/s41598-020-73839-x |
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