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Seasonal dynamics of influenza in Brazil: the latitude effect
BACKGROUND: Influenza is a global transmissible disease. Its dynamics is far better understood in temperate climates than in the tropics. We aim to close this knowledge gap between tropical and temperate regions by showing how the influenza seasonality evolves in Brazil, a tropical country that enco...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6307116/ https://www.ncbi.nlm.nih.gov/pubmed/30587159 http://dx.doi.org/10.1186/s12879-018-3484-z |
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author | Almeida, Alexandra Codeço, Cláudia Luz, Paula |
author_facet | Almeida, Alexandra Codeço, Cláudia Luz, Paula |
author_sort | Almeida, Alexandra |
collection | PubMed |
description | BACKGROUND: Influenza is a global transmissible disease. Its dynamics is far better understood in temperate climates than in the tropics. We aim to close this knowledge gap between tropical and temperate regions by showing how the influenza seasonality evolves in Brazil, a tropical country that encompasses a wide range of latitudes and six climatic sub-types. METHODS: We analyzed a state-level, weekly Syndrome of Acute Respiratory Disease (SARI) incidence data ranging from 2010 to 2016. We combined two techniques hierarchically: first the wavelet decomposition technique to detect annual periodicity and then circular statistics to describe seasonal measures of the periodic states. RESULTS: We found significant annual periodicity in 44% of the states. For these, we calculated several seasonal measures such as the center of gravity or mean timing of activity. The relationship between the seasonal signatures and latitude was clear and statistically significant. States with seasonal signature are clustered along the coast. Most Amazonian and Central West states exhibit no seasonal behavior. Among the seasonal states, influenza starts in Northeast region, spreading southbound. CONCLUSIONS: Our study advances the comprehension of influenza seasonality in tropical areas and could be used to design more effective prevention and control strategies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12879-018-3484-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6307116 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63071162019-01-02 Seasonal dynamics of influenza in Brazil: the latitude effect Almeida, Alexandra Codeço, Cláudia Luz, Paula BMC Infect Dis Research Article BACKGROUND: Influenza is a global transmissible disease. Its dynamics is far better understood in temperate climates than in the tropics. We aim to close this knowledge gap between tropical and temperate regions by showing how the influenza seasonality evolves in Brazil, a tropical country that encompasses a wide range of latitudes and six climatic sub-types. METHODS: We analyzed a state-level, weekly Syndrome of Acute Respiratory Disease (SARI) incidence data ranging from 2010 to 2016. We combined two techniques hierarchically: first the wavelet decomposition technique to detect annual periodicity and then circular statistics to describe seasonal measures of the periodic states. RESULTS: We found significant annual periodicity in 44% of the states. For these, we calculated several seasonal measures such as the center of gravity or mean timing of activity. The relationship between the seasonal signatures and latitude was clear and statistically significant. States with seasonal signature are clustered along the coast. Most Amazonian and Central West states exhibit no seasonal behavior. Among the seasonal states, influenza starts in Northeast region, spreading southbound. CONCLUSIONS: Our study advances the comprehension of influenza seasonality in tropical areas and could be used to design more effective prevention and control strategies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12879-018-3484-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-27 /pmc/articles/PMC6307116/ /pubmed/30587159 http://dx.doi.org/10.1186/s12879-018-3484-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Almeida, Alexandra Codeço, Cláudia Luz, Paula Seasonal dynamics of influenza in Brazil: the latitude effect |
title | Seasonal dynamics of influenza in Brazil: the latitude effect |
title_full | Seasonal dynamics of influenza in Brazil: the latitude effect |
title_fullStr | Seasonal dynamics of influenza in Brazil: the latitude effect |
title_full_unstemmed | Seasonal dynamics of influenza in Brazil: the latitude effect |
title_short | Seasonal dynamics of influenza in Brazil: the latitude effect |
title_sort | seasonal dynamics of influenza in brazil: the latitude effect |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6307116/ https://www.ncbi.nlm.nih.gov/pubmed/30587159 http://dx.doi.org/10.1186/s12879-018-3484-z |
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