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Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia
BACKGROUND: Dengue fever (DF) outbreaks often arise from imported DF cases in Cairns, Australia. Few studies have incorporated imported DF cases in the estimation of the relationship between weather variability and incidence of autochthonous DF. The study aimed to examine the impact of weather varia...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3862568/ https://www.ncbi.nlm.nih.gov/pubmed/24349148 http://dx.doi.org/10.1371/journal.pone.0081887 |
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author | Huang, Xiaodong Williams, Gail Clements, Archie C. A. Hu, Wenbiao |
author_facet | Huang, Xiaodong Williams, Gail Clements, Archie C. A. Hu, Wenbiao |
author_sort | Huang, Xiaodong |
collection | PubMed |
description | BACKGROUND: Dengue fever (DF) outbreaks often arise from imported DF cases in Cairns, Australia. Few studies have incorporated imported DF cases in the estimation of the relationship between weather variability and incidence of autochthonous DF. The study aimed to examine the impact of weather variability on autochthonous DF infection after accounting for imported DF cases and then to explore the possibility of developing an empirical forecast system. METHODOLOGY/PRINCIPAL FINDS: Data on weather variables, notified DF cases (including those acquired locally and overseas), and population size in Cairns were supplied by the Australian Bureau of Meteorology, Queensland Health, and Australian Bureau of Statistics. A time-series negative-binomial hurdle model was used to assess the effects of imported DF cases and weather variability on autochthonous DF incidence. Our results showed that monthly autochthonous DF incidences were significantly associated with monthly imported DF cases (Relative Risk (RR):1.52; 95% confidence interval (CI): 1.01–2.28), monthly minimum temperature ((o)C) (RR: 2.28; 95% CI: 1.77–2.93), monthly relative humidity (%) (RR: 1.21; 95% CI: 1.06–1.37), monthly rainfall (mm) (RR: 0.50; 95% CI: 0.31–0.81) and monthly standard deviation of daily relative humidity (%) (RR: 1.27; 95% CI: 1.08–1.50). In the zero hurdle component, the occurrence of monthly autochthonous DF cases was significantly associated with monthly minimum temperature (Odds Ratio (OR): 1.64; 95% CI: 1.01–2.67). CONCLUSIONS/SIGNIFICANCE: Our research suggested that incidences of monthly autochthonous DF were strongly positively associated with monthly imported DF cases, local minimum temperature and inter-month relative humidity variability in Cairns. Moreover, DF outbreak in Cairns was driven by imported DF cases only under favourable seasons and weather conditions in the study. |
format | Online Article Text |
id | pubmed-3862568 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38625682013-12-17 Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia Huang, Xiaodong Williams, Gail Clements, Archie C. A. Hu, Wenbiao PLoS One Research Article BACKGROUND: Dengue fever (DF) outbreaks often arise from imported DF cases in Cairns, Australia. Few studies have incorporated imported DF cases in the estimation of the relationship between weather variability and incidence of autochthonous DF. The study aimed to examine the impact of weather variability on autochthonous DF infection after accounting for imported DF cases and then to explore the possibility of developing an empirical forecast system. METHODOLOGY/PRINCIPAL FINDS: Data on weather variables, notified DF cases (including those acquired locally and overseas), and population size in Cairns were supplied by the Australian Bureau of Meteorology, Queensland Health, and Australian Bureau of Statistics. A time-series negative-binomial hurdle model was used to assess the effects of imported DF cases and weather variability on autochthonous DF incidence. Our results showed that monthly autochthonous DF incidences were significantly associated with monthly imported DF cases (Relative Risk (RR):1.52; 95% confidence interval (CI): 1.01–2.28), monthly minimum temperature ((o)C) (RR: 2.28; 95% CI: 1.77–2.93), monthly relative humidity (%) (RR: 1.21; 95% CI: 1.06–1.37), monthly rainfall (mm) (RR: 0.50; 95% CI: 0.31–0.81) and monthly standard deviation of daily relative humidity (%) (RR: 1.27; 95% CI: 1.08–1.50). In the zero hurdle component, the occurrence of monthly autochthonous DF cases was significantly associated with monthly minimum temperature (Odds Ratio (OR): 1.64; 95% CI: 1.01–2.67). CONCLUSIONS/SIGNIFICANCE: Our research suggested that incidences of monthly autochthonous DF were strongly positively associated with monthly imported DF cases, local minimum temperature and inter-month relative humidity variability in Cairns. Moreover, DF outbreak in Cairns was driven by imported DF cases only under favourable seasons and weather conditions in the study. Public Library of Science 2013-12-13 /pmc/articles/PMC3862568/ /pubmed/24349148 http://dx.doi.org/10.1371/journal.pone.0081887 Text en © 2013 Huang 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Huang, Xiaodong Williams, Gail Clements, Archie C. A. Hu, Wenbiao Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia |
title | Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia |
title_full | Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia |
title_fullStr | Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia |
title_full_unstemmed | Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia |
title_short | Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia |
title_sort | imported dengue cases, weather variation and autochthonous dengue incidence in cairns, australia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3862568/ https://www.ncbi.nlm.nih.gov/pubmed/24349148 http://dx.doi.org/10.1371/journal.pone.0081887 |
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