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The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013
BACKGROUND: The role of meteorological factors on influenza transmission in the tropics is less defined than in the temperate regions. We assessed the association between influenza activity and temperature, specific humidity and rainfall in 6 study areas that included 11 departments or provinces wit...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4067338/ https://www.ncbi.nlm.nih.gov/pubmed/24956184 http://dx.doi.org/10.1371/journal.pone.0100659 |
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author | Soebiyanto, Radina P. Clara, Wilfrido Jara, Jorge Castillo, Leticia Sorto, Oscar Rene Marinero, Sidia de Antinori, María E. Barnett McCracken, John P. Widdowson, Marc-Alain Azziz-Baumgartner, Eduardo Kiang, Richard K. |
author_facet | Soebiyanto, Radina P. Clara, Wilfrido Jara, Jorge Castillo, Leticia Sorto, Oscar Rene Marinero, Sidia de Antinori, María E. Barnett McCracken, John P. Widdowson, Marc-Alain Azziz-Baumgartner, Eduardo Kiang, Richard K. |
author_sort | Soebiyanto, Radina P. |
collection | PubMed |
description | BACKGROUND: The role of meteorological factors on influenza transmission in the tropics is less defined than in the temperate regions. We assessed the association between influenza activity and temperature, specific humidity and rainfall in 6 study areas that included 11 departments or provinces within 3 tropical Central American countries: Guatemala, El Salvador and Panama. METHOD/FINDINGS: Logistic regression was used to model the weekly proportion of laboratory-confirmed influenza positive samples during 2008 to 2013 (excluding pandemic year 2009). Meteorological data was obtained from the Tropical Rainfall Measuring Mission satellite and the Global Land Data Assimilation System. We found that specific humidity was positively associated with influenza activity in El Salvador (Odds Ratio (OR) and 95% Confidence Interval of 1.18 (1.07–1.31) and 1.32 (1.08–1.63)) and Panama (OR = 1.44 (1.08–1.93) and 1.97 (1.34–2.93)), but negatively associated with influenza activity in Guatemala (OR = 0.72 (0.6–0.86) and 0.79 (0.69–0.91)). Temperature was negatively associated with influenza in El Salvador's west-central departments (OR = 0.80 (0.7–0.91)) whilst rainfall was positively associated with influenza in Guatemala's central departments (OR = 1.05 (1.01–1.09)) and Panama province (OR = 1.10 (1.05–1.14)). In 4 out of the 6 locations, specific humidity had the highest contribution to the model as compared to temperature and rainfall. The model performed best in estimating 2013 influenza activity in Panama and west-central El Salvador departments (correlation coefficients: 0.5–0.9). CONCLUSIONS/SIGNIFICANCE: The findings highlighted the association between influenza activity and specific humidity in these 3 tropical countries. Positive association with humidity was found in El Salvador and Panama. Negative association was found in the more subtropical Guatemala, similar to temperate regions. Of all the study locations, Guatemala had annual mean temperature and specific humidity that were lower than the others. |
format | Online Article Text |
id | pubmed-4067338 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40673382014-06-25 The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 Soebiyanto, Radina P. Clara, Wilfrido Jara, Jorge Castillo, Leticia Sorto, Oscar Rene Marinero, Sidia de Antinori, María E. Barnett McCracken, John P. Widdowson, Marc-Alain Azziz-Baumgartner, Eduardo Kiang, Richard K. PLoS One Research Article BACKGROUND: The role of meteorological factors on influenza transmission in the tropics is less defined than in the temperate regions. We assessed the association between influenza activity and temperature, specific humidity and rainfall in 6 study areas that included 11 departments or provinces within 3 tropical Central American countries: Guatemala, El Salvador and Panama. METHOD/FINDINGS: Logistic regression was used to model the weekly proportion of laboratory-confirmed influenza positive samples during 2008 to 2013 (excluding pandemic year 2009). Meteorological data was obtained from the Tropical Rainfall Measuring Mission satellite and the Global Land Data Assimilation System. We found that specific humidity was positively associated with influenza activity in El Salvador (Odds Ratio (OR) and 95% Confidence Interval of 1.18 (1.07–1.31) and 1.32 (1.08–1.63)) and Panama (OR = 1.44 (1.08–1.93) and 1.97 (1.34–2.93)), but negatively associated with influenza activity in Guatemala (OR = 0.72 (0.6–0.86) and 0.79 (0.69–0.91)). Temperature was negatively associated with influenza in El Salvador's west-central departments (OR = 0.80 (0.7–0.91)) whilst rainfall was positively associated with influenza in Guatemala's central departments (OR = 1.05 (1.01–1.09)) and Panama province (OR = 1.10 (1.05–1.14)). In 4 out of the 6 locations, specific humidity had the highest contribution to the model as compared to temperature and rainfall. The model performed best in estimating 2013 influenza activity in Panama and west-central El Salvador departments (correlation coefficients: 0.5–0.9). CONCLUSIONS/SIGNIFICANCE: The findings highlighted the association between influenza activity and specific humidity in these 3 tropical countries. Positive association with humidity was found in El Salvador and Panama. Negative association was found in the more subtropical Guatemala, similar to temperate regions. Of all the study locations, Guatemala had annual mean temperature and specific humidity that were lower than the others. Public Library of Science 2014-06-23 /pmc/articles/PMC4067338/ /pubmed/24956184 http://dx.doi.org/10.1371/journal.pone.0100659 Text en © 2014 et al https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article Soebiyanto, Radina P. Clara, Wilfrido Jara, Jorge Castillo, Leticia Sorto, Oscar Rene Marinero, Sidia de Antinori, María E. Barnett McCracken, John P. Widdowson, Marc-Alain Azziz-Baumgartner, Eduardo Kiang, Richard K. The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 |
title | The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 |
title_full | The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 |
title_fullStr | The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 |
title_full_unstemmed | The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 |
title_short | The Role of Temperature and Humidity on Seasonal Influenza in Tropical Areas: Guatemala, El Salvador and Panama, 2008–2013 |
title_sort | role of temperature and humidity on seasonal influenza in tropical areas: guatemala, el salvador and panama, 2008–2013 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4067338/ https://www.ncbi.nlm.nih.gov/pubmed/24956184 http://dx.doi.org/10.1371/journal.pone.0100659 |
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