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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...

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Autores principales: Barrero Guevara, Laura Andrea, Goult, Elizabeth, Rodriguez, Dayanne, Hernandez, Luis Jorge, Kaufer, Benedikt, Kurth, Tobias, Domenech de Cellès, Matthieu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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.
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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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