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North to south gradient and local waves of influenza in Chile
Influenza seasonality is caused by complex interactions between environmental factors, viral mutations, population crowding, and human travel. To date, no studies have estimated the seasonality and latitudinal patterns of seasonal influenza in Chile. We obtained influenza-like illness (ILI) surveill...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844068/ https://www.ncbi.nlm.nih.gov/pubmed/35165325 http://dx.doi.org/10.1038/s41598-022-06318-0 |
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author | Garcia-Calavaro, Christian Harrison, Lee H. Pokutnaya, Darya Mair, Christina F. Brooks, Maria M. van Panhuis, Wilbert |
author_facet | Garcia-Calavaro, Christian Harrison, Lee H. Pokutnaya, Darya Mair, Christina F. Brooks, Maria M. van Panhuis, Wilbert |
author_sort | Garcia-Calavaro, Christian |
collection | PubMed |
description | Influenza seasonality is caused by complex interactions between environmental factors, viral mutations, population crowding, and human travel. To date, no studies have estimated the seasonality and latitudinal patterns of seasonal influenza in Chile. We obtained influenza-like illness (ILI) surveillance data from 29 Chilean public health networks to evaluate seasonality using wavelet analysis. We assessed the relationship between the start, peak, and latitude of the ILI epidemics using linear and piecewise regression. To estimate the presence of incoming and outgoing traveling waves (timing vs distance) between networks and to assess the association with population size, we used linear and logistic regression. We found a north to south gradient of influenza and traveling waves that were present in the central, densely populated region of Chile. Our findings suggest that larger populations in central Chile drive seasonal influenza epidemics. |
format | Online Article Text |
id | pubmed-8844068 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88440682022-02-16 North to south gradient and local waves of influenza in Chile Garcia-Calavaro, Christian Harrison, Lee H. Pokutnaya, Darya Mair, Christina F. Brooks, Maria M. van Panhuis, Wilbert Sci Rep Article Influenza seasonality is caused by complex interactions between environmental factors, viral mutations, population crowding, and human travel. To date, no studies have estimated the seasonality and latitudinal patterns of seasonal influenza in Chile. We obtained influenza-like illness (ILI) surveillance data from 29 Chilean public health networks to evaluate seasonality using wavelet analysis. We assessed the relationship between the start, peak, and latitude of the ILI epidemics using linear and piecewise regression. To estimate the presence of incoming and outgoing traveling waves (timing vs distance) between networks and to assess the association with population size, we used linear and logistic regression. We found a north to south gradient of influenza and traveling waves that were present in the central, densely populated region of Chile. Our findings suggest that larger populations in central Chile drive seasonal influenza epidemics. Nature Publishing Group UK 2022-02-14 /pmc/articles/PMC8844068/ /pubmed/35165325 http://dx.doi.org/10.1038/s41598-022-06318-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Garcia-Calavaro, Christian Harrison, Lee H. Pokutnaya, Darya Mair, Christina F. Brooks, Maria M. van Panhuis, Wilbert North to south gradient and local waves of influenza in Chile |
title | North to south gradient and local waves of influenza in Chile |
title_full | North to south gradient and local waves of influenza in Chile |
title_fullStr | North to south gradient and local waves of influenza in Chile |
title_full_unstemmed | North to south gradient and local waves of influenza in Chile |
title_short | North to south gradient and local waves of influenza in Chile |
title_sort | north to south gradient and local waves of influenza in chile |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844068/ https://www.ncbi.nlm.nih.gov/pubmed/35165325 http://dx.doi.org/10.1038/s41598-022-06318-0 |
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