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The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands
In 2013, the Caribbean underwent an unprecedented epidemic of Chikungunya that affected 29 islands and mainland territories throughout the Caribbean in the first six months. Analysing the spread of the epidemic among the Caribbean islands, we show that the initial patterns of the epidemic can be exp...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498052/ https://www.ncbi.nlm.nih.gov/pubmed/37711149 http://dx.doi.org/10.1098/rsos.230909 |
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author | Dommar, Carlos J. López, Leonardo Paul, Richard Rodó, Xavier |
author_facet | Dommar, Carlos J. López, Leonardo Paul, Richard Rodó, Xavier |
author_sort | Dommar, Carlos J. |
collection | PubMed |
description | In 2013, the Caribbean underwent an unprecedented epidemic of Chikungunya that affected 29 islands and mainland territories throughout the Caribbean in the first six months. Analysing the spread of the epidemic among the Caribbean islands, we show that the initial patterns of the epidemic can be explained by a network model based on the flight connections among islands. The network does not follow a random graph model and its topology is likely the product of geo-political relationships that generate increased connectedness among locations sharing the same language. Therefore, the infection propagated preferentially among islands that belong to the same cultural domain, irrespective of their human and vector population densities. Importantly, the flight network topology was also a more important determinant of the disease dynamics than the actual volume of traffic. Finally, the severity of the epidemic was found to depend, in the first instance, on which island was initially infected. This investigation shows how a simple epidemic model coupled with an appropriate human mobility model can reproduce the observed epidemiological dynamics. Also, it sheds light on the design of interventions in the face of the emergence of infections in similar settings of naive subpopulations loosely interconnected by host movement. This study delves into the feasibility of developing models to anticipate the emergence of vector-borne infections, showing the importance of network topology, bringing valuable methods for public health officials when planning control policies. Significance statement: The study shows how a simple epidemic model associated with an appropriate human mobility model can reproduce the observed epidemiological dynamics of the 2014 Chikungunya epidemic in the Caribbean region. This model sheds light on the design of interventions in the face of the emergence of infections in similar settings of naive subpopulations loosely interconnected by the host. |
format | Online Article Text |
id | pubmed-10498052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-104980522023-09-14 The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands Dommar, Carlos J. López, Leonardo Paul, Richard Rodó, Xavier R Soc Open Sci Physics and Biophysics In 2013, the Caribbean underwent an unprecedented epidemic of Chikungunya that affected 29 islands and mainland territories throughout the Caribbean in the first six months. Analysing the spread of the epidemic among the Caribbean islands, we show that the initial patterns of the epidemic can be explained by a network model based on the flight connections among islands. The network does not follow a random graph model and its topology is likely the product of geo-political relationships that generate increased connectedness among locations sharing the same language. Therefore, the infection propagated preferentially among islands that belong to the same cultural domain, irrespective of their human and vector population densities. Importantly, the flight network topology was also a more important determinant of the disease dynamics than the actual volume of traffic. Finally, the severity of the epidemic was found to depend, in the first instance, on which island was initially infected. This investigation shows how a simple epidemic model coupled with an appropriate human mobility model can reproduce the observed epidemiological dynamics. Also, it sheds light on the design of interventions in the face of the emergence of infections in similar settings of naive subpopulations loosely interconnected by host movement. This study delves into the feasibility of developing models to anticipate the emergence of vector-borne infections, showing the importance of network topology, bringing valuable methods for public health officials when planning control policies. Significance statement: The study shows how a simple epidemic model associated with an appropriate human mobility model can reproduce the observed epidemiological dynamics of the 2014 Chikungunya epidemic in the Caribbean region. This model sheds light on the design of interventions in the face of the emergence of infections in similar settings of naive subpopulations loosely interconnected by the host. The Royal Society 2023-09-13 /pmc/articles/PMC10498052/ /pubmed/37711149 http://dx.doi.org/10.1098/rsos.230909 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Physics and Biophysics Dommar, Carlos J. López, Leonardo Paul, Richard Rodó, Xavier The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands |
title | The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands |
title_full | The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands |
title_fullStr | The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands |
title_full_unstemmed | The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands |
title_short | The 2013 Chikungunya outbreak in the Caribbean was structured by the network of cultural relationships among islands |
title_sort | 2013 chikungunya outbreak in the caribbean was structured by the network of cultural relationships among islands |
topic | Physics and Biophysics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498052/ https://www.ncbi.nlm.nih.gov/pubmed/37711149 http://dx.doi.org/10.1098/rsos.230909 |
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