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Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh
Dengue dynamics are driven by complex interactions between hosts, vectors and viruses that are influenced by environmental and climatic factors. Several studies examined the role of El Niño Southern Oscillation (ENSO) in dengue incidence. However, the role of Indian Ocean Dipole (IOD), a coupled oce...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4633589/ https://www.ncbi.nlm.nih.gov/pubmed/26537857 http://dx.doi.org/10.1038/srep16105 |
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author | Banu, Shahera Guo, Yuming Hu, Wenbiao Dale, Pat Mackenzie, John S. Mengersen, Kerrie Tong, Shilu |
author_facet | Banu, Shahera Guo, Yuming Hu, Wenbiao Dale, Pat Mackenzie, John S. Mengersen, Kerrie Tong, Shilu |
author_sort | Banu, Shahera |
collection | PubMed |
description | Dengue dynamics are driven by complex interactions between hosts, vectors and viruses that are influenced by environmental and climatic factors. Several studies examined the role of El Niño Southern Oscillation (ENSO) in dengue incidence. However, the role of Indian Ocean Dipole (IOD), a coupled ocean atmosphere phenomenon in the Indian Ocean, which controls the summer monsoon rainfall in the Indian region, remains unexplored. Here, we examined the effects of ENSO and IOD on dengue incidence in Bangladesh. According to the wavelet coherence analysis, there was a very weak association between ENSO, IOD and dengue incidence, but a highly significant coherence between dengue incidence and local climate variables (temperature and rainfall). However, a distributed lag nonlinear model (DLNM) revealed that the association between dengue incidence and ENSO or IOD were comparatively stronger after adjustment for local climate variables, seasonality and trend. The estimated effects were nonlinear for both ENSO and IOD with higher relative risks at higher ENSO and IOD. The weak association between ENSO, IOD and dengue incidence might be driven by the stronger effects of local climate variables such as temperature and rainfall. Further research is required to disentangle these effects. |
format | Online Article Text |
id | pubmed-4633589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-46335892015-11-05 Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh Banu, Shahera Guo, Yuming Hu, Wenbiao Dale, Pat Mackenzie, John S. Mengersen, Kerrie Tong, Shilu Sci Rep Article Dengue dynamics are driven by complex interactions between hosts, vectors and viruses that are influenced by environmental and climatic factors. Several studies examined the role of El Niño Southern Oscillation (ENSO) in dengue incidence. However, the role of Indian Ocean Dipole (IOD), a coupled ocean atmosphere phenomenon in the Indian Ocean, which controls the summer monsoon rainfall in the Indian region, remains unexplored. Here, we examined the effects of ENSO and IOD on dengue incidence in Bangladesh. According to the wavelet coherence analysis, there was a very weak association between ENSO, IOD and dengue incidence, but a highly significant coherence between dengue incidence and local climate variables (temperature and rainfall). However, a distributed lag nonlinear model (DLNM) revealed that the association between dengue incidence and ENSO or IOD were comparatively stronger after adjustment for local climate variables, seasonality and trend. The estimated effects were nonlinear for both ENSO and IOD with higher relative risks at higher ENSO and IOD. The weak association between ENSO, IOD and dengue incidence might be driven by the stronger effects of local climate variables such as temperature and rainfall. Further research is required to disentangle these effects. Nature Publishing Group 2015-11-05 /pmc/articles/PMC4633589/ /pubmed/26537857 http://dx.doi.org/10.1038/srep16105 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Banu, Shahera Guo, Yuming Hu, Wenbiao Dale, Pat Mackenzie, John S. Mengersen, Kerrie Tong, Shilu Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh |
title | Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh |
title_full | Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh |
title_fullStr | Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh |
title_full_unstemmed | Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh |
title_short | Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on dengue incidence in Bangladesh |
title_sort | impacts of el niño southern oscillation and indian ocean dipole on dengue incidence in bangladesh |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4633589/ https://www.ncbi.nlm.nih.gov/pubmed/26537857 http://dx.doi.org/10.1038/srep16105 |
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