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Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability
We examine the seasonality of asthma-related hospital admissions in Melbourne, Australia, in particular the contribution and predictability of episodic thunderstorm asthma. Using a time-series ecological approach based on asthma admissions to Melbourne metropolitan hospitals, we identified seasonal...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5896915/ https://www.ncbi.nlm.nih.gov/pubmed/29649224 http://dx.doi.org/10.1371/journal.pone.0194929 |
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author | Silver, Jeremy D. Sutherland, Michael F. Johnston, Fay H. Lampugnani, Edwin R. McCarthy, Michael A. Jacobs, Stephanie J. Pezza, Alexandre B. Newbigin, Edward J. |
author_facet | Silver, Jeremy D. Sutherland, Michael F. Johnston, Fay H. Lampugnani, Edwin R. McCarthy, Michael A. Jacobs, Stephanie J. Pezza, Alexandre B. Newbigin, Edward J. |
author_sort | Silver, Jeremy D. |
collection | PubMed |
description | We examine the seasonality of asthma-related hospital admissions in Melbourne, Australia, in particular the contribution and predictability of episodic thunderstorm asthma. Using a time-series ecological approach based on asthma admissions to Melbourne metropolitan hospitals, we identified seasonal peaks in asthma admissions that were centred in late February, June and mid-November. These peaks were most likely due to the return to school, winter viral infections and seasonal allergies, respectively. We performed non-linear statistical regression to predict daily admission rates as functions of the seasonal cycle, weather conditions, reported thunderstorms, pollen counts and air quality. Important predictor variables were the seasonal cycle and mean relative humidity in the preceding two weeks, with higher humidity associated with higher asthma admissions. Although various attempts were made to model asthma admissions, none of the models explained substantially more variation above that associated with the annual cycle. We also identified a list of high asthma admissions days (HAADs). Most HAADs fell in the late-February return-to-school peak and the November allergy peak, with the latter containing the greatest number of daily admissions. Many HAADs in the spring allergy peak may represent episodes of thunderstorm asthma, as they were associated with rainfall, thunderstorms, high ambient grass pollen levels and high humidity, a finding that suggests thunderstorm asthma is a recurrent phenomenon in Melbourne that occurs roughly once per five years. The rarity of thunderstorm asthma events makes prediction challenging, underscoring the importance of maintaining high standards of asthma management, both for patients and health professionals, especially during late spring and early summer. |
format | Online Article Text |
id | pubmed-5896915 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58969152018-05-04 Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability Silver, Jeremy D. Sutherland, Michael F. Johnston, Fay H. Lampugnani, Edwin R. McCarthy, Michael A. Jacobs, Stephanie J. Pezza, Alexandre B. Newbigin, Edward J. PLoS One Research Article We examine the seasonality of asthma-related hospital admissions in Melbourne, Australia, in particular the contribution and predictability of episodic thunderstorm asthma. Using a time-series ecological approach based on asthma admissions to Melbourne metropolitan hospitals, we identified seasonal peaks in asthma admissions that were centred in late February, June and mid-November. These peaks were most likely due to the return to school, winter viral infections and seasonal allergies, respectively. We performed non-linear statistical regression to predict daily admission rates as functions of the seasonal cycle, weather conditions, reported thunderstorms, pollen counts and air quality. Important predictor variables were the seasonal cycle and mean relative humidity in the preceding two weeks, with higher humidity associated with higher asthma admissions. Although various attempts were made to model asthma admissions, none of the models explained substantially more variation above that associated with the annual cycle. We also identified a list of high asthma admissions days (HAADs). Most HAADs fell in the late-February return-to-school peak and the November allergy peak, with the latter containing the greatest number of daily admissions. Many HAADs in the spring allergy peak may represent episodes of thunderstorm asthma, as they were associated with rainfall, thunderstorms, high ambient grass pollen levels and high humidity, a finding that suggests thunderstorm asthma is a recurrent phenomenon in Melbourne that occurs roughly once per five years. The rarity of thunderstorm asthma events makes prediction challenging, underscoring the importance of maintaining high standards of asthma management, both for patients and health professionals, especially during late spring and early summer. Public Library of Science 2018-04-12 /pmc/articles/PMC5896915/ /pubmed/29649224 http://dx.doi.org/10.1371/journal.pone.0194929 Text en © 2018 Silver 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Silver, Jeremy D. Sutherland, Michael F. Johnston, Fay H. Lampugnani, Edwin R. McCarthy, Michael A. Jacobs, Stephanie J. Pezza, Alexandre B. Newbigin, Edward J. Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
title | Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
title_full | Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
title_fullStr | Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
title_full_unstemmed | Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
title_short | Seasonal asthma in Melbourne, Australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
title_sort | seasonal asthma in melbourne, australia, and some observations on the occurrence of thunderstorm asthma and its predictability |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5896915/ https://www.ncbi.nlm.nih.gov/pubmed/29649224 http://dx.doi.org/10.1371/journal.pone.0194929 |
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