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Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia
BACKGROUND: Varicella causes a major health burden in many low- to middle-income countries located in tropical regions. Because of the lack of surveillance data, however, the epidemiology of varicella in these regions remains uncharacterized. In this study, based on an extensive dataset of weekly va...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10503957/ https://www.ncbi.nlm.nih.gov/pubmed/37384795 http://dx.doi.org/10.1093/infdis/jiad244 |
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author | Barrero Guevara, Laura Andrea Goult, Elizabeth Rodriguez, Dayanne Hernandez, Luis Jorge Kaufer, Benedikt Kurth, Tobias Domenech de Cellès, Matthieu |
author_facet | Barrero Guevara, Laura Andrea Goult, Elizabeth Rodriguez, Dayanne Hernandez, Luis Jorge Kaufer, Benedikt Kurth, Tobias Domenech de Cellès, Matthieu |
author_sort | Barrero Guevara, Laura Andrea |
collection | PubMed |
description | BACKGROUND: Varicella causes a major health burden in many low- to middle-income countries located in tropical regions. Because of the lack of surveillance data, however, the epidemiology of varicella in these regions remains uncharacterized. In this study, based on an extensive dataset of weekly varicella incidence in children ≤10 during 2011–2014 in 25 municipalities, we aimed to delineate the seasonality of varicella across the diverse tropical climates of Colombia. METHODS: We used generalized additive models to estimate varicella seasonality, and we used clustering and matrix correlation methods to assess its correlation with climate. Furthermore, we developed a mathematical model to examine whether including the effect of climate on varicella transmission could reproduce the observed spatiotemporal patterns. RESULTS: Varicella seasonality was markedly bimodal, with latitudinal changes in the peaks' timing and amplitude. This spatial gradient strongly correlated with specific humidity (Mantel statistic = 0.412, P = .001) but not temperature (Mantel statistic = 0.077, P = .225). The mathematical model reproduced the observed patterns not only in Colombia but also México, and it predicted a latitudinal gradient in Central America. CONCLUSIONS: These results demonstrate large variability in varicella seasonality across Colombia and suggest that spatiotemporal humidity fluctuations can explain the calendar of varicella epidemics in Colombia, México, and potentially in Central America. |
format | Online Article Text |
id | pubmed-10503957 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-105039572023-09-16 Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia Barrero Guevara, Laura Andrea Goult, Elizabeth Rodriguez, Dayanne Hernandez, Luis Jorge Kaufer, Benedikt Kurth, Tobias Domenech de Cellès, Matthieu J Infect Dis Major Article BACKGROUND: Varicella causes a major health burden in many low- to middle-income countries located in tropical regions. Because of the lack of surveillance data, however, the epidemiology of varicella in these regions remains uncharacterized. In this study, based on an extensive dataset of weekly varicella incidence in children ≤10 during 2011–2014 in 25 municipalities, we aimed to delineate the seasonality of varicella across the diverse tropical climates of Colombia. METHODS: We used generalized additive models to estimate varicella seasonality, and we used clustering and matrix correlation methods to assess its correlation with climate. Furthermore, we developed a mathematical model to examine whether including the effect of climate on varicella transmission could reproduce the observed spatiotemporal patterns. RESULTS: Varicella seasonality was markedly bimodal, with latitudinal changes in the peaks' timing and amplitude. This spatial gradient strongly correlated with specific humidity (Mantel statistic = 0.412, P = .001) but not temperature (Mantel statistic = 0.077, P = .225). The mathematical model reproduced the observed patterns not only in Colombia but also México, and it predicted a latitudinal gradient in Central America. CONCLUSIONS: These results demonstrate large variability in varicella seasonality across Colombia and suggest that spatiotemporal humidity fluctuations can explain the calendar of varicella epidemics in Colombia, México, and potentially in Central America. Oxford University Press 2023-06-29 /pmc/articles/PMC10503957/ /pubmed/37384795 http://dx.doi.org/10.1093/infdis/jiad244 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Infectious Diseases Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Major Article Barrero Guevara, Laura Andrea Goult, Elizabeth Rodriguez, Dayanne Hernandez, Luis Jorge Kaufer, Benedikt Kurth, Tobias Domenech de Cellès, Matthieu Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia |
title | Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia |
title_full | Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia |
title_fullStr | Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia |
title_full_unstemmed | Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia |
title_short | Delineating the Seasonality of Varicella and Its Association With Climate in the Tropical Country of Colombia |
title_sort | delineating the seasonality of varicella and its association with climate in the tropical country of colombia |
topic | Major Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10503957/ https://www.ncbi.nlm.nih.gov/pubmed/37384795 http://dx.doi.org/10.1093/infdis/jiad244 |
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