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Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya
Alphaviruses, such as chikungunya virus, and flaviviruses, such as dengue virus, are (re)-emerging arboviruses that are endemic in tropical environments. In Africa, arbovirus infections are often undiagnosed and unreported, with febrile illnesses often assumed to be malaria. This cross-sectional stu...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5659799/ https://www.ncbi.nlm.nih.gov/pubmed/29040262 http://dx.doi.org/10.1371/journal.pntd.0005998 |
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author | Grossi-Soyster, Elysse N. Cook, Elizabeth A. J. de Glanville, William A. Thomas, Lian F. Krystosik, Amy R. Lee, Justin Wamae, C. Njeri Kariuki, Samuel Fèvre, Eric M. LaBeaud, A. Desiree |
author_facet | Grossi-Soyster, Elysse N. Cook, Elizabeth A. J. de Glanville, William A. Thomas, Lian F. Krystosik, Amy R. Lee, Justin Wamae, C. Njeri Kariuki, Samuel Fèvre, Eric M. LaBeaud, A. Desiree |
author_sort | Grossi-Soyster, Elysse N. |
collection | PubMed |
description | Alphaviruses, such as chikungunya virus, and flaviviruses, such as dengue virus, are (re)-emerging arboviruses that are endemic in tropical environments. In Africa, arbovirus infections are often undiagnosed and unreported, with febrile illnesses often assumed to be malaria. This cross-sectional study aimed to characterize the seroprevalence of alphaviruses and flaviviruses among children (ages 5–14, n = 250) and adults (ages 15 ≥ 75, n = 250) in western Kenya. Risk factors for seropositivity were explored using Lasso regression. Overall, 67% of participants showed alphavirus seropositivity (CI(95) 63%–70%), and 1.6% of participants showed flavivirus seropositivity (CI(95) 0.7%–3%). Children aged 10–14 were more likely to be seropositive to an alphavirus than adults (p < 0.001), suggesting a recent transmission period. Alphavirus and flavivirus seropositivity was detected in the youngest participants (age 5–9), providing evidence of inter-epidemic transmission. Demographic variables that were significantly different amongst those with previous infection versus those without infection included age, education level, and occupation. Behavioral and environmental variables significantly different amongst those in with previous infection to those without infection included taking animals for grazing, fishing, and recent village flooding. Experience of recent fever was also found to be a significant indicator of infection (p = 0.027). These results confirm alphavirus and flavivirus exposure in western Kenya, while illustrating significantly higher alphavirus transmission compared to previous studies. |
format | Online Article Text |
id | pubmed-5659799 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56597992017-11-09 Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya Grossi-Soyster, Elysse N. Cook, Elizabeth A. J. de Glanville, William A. Thomas, Lian F. Krystosik, Amy R. Lee, Justin Wamae, C. Njeri Kariuki, Samuel Fèvre, Eric M. LaBeaud, A. Desiree PLoS Negl Trop Dis Research Article Alphaviruses, such as chikungunya virus, and flaviviruses, such as dengue virus, are (re)-emerging arboviruses that are endemic in tropical environments. In Africa, arbovirus infections are often undiagnosed and unreported, with febrile illnesses often assumed to be malaria. This cross-sectional study aimed to characterize the seroprevalence of alphaviruses and flaviviruses among children (ages 5–14, n = 250) and adults (ages 15 ≥ 75, n = 250) in western Kenya. Risk factors for seropositivity were explored using Lasso regression. Overall, 67% of participants showed alphavirus seropositivity (CI(95) 63%–70%), and 1.6% of participants showed flavivirus seropositivity (CI(95) 0.7%–3%). Children aged 10–14 were more likely to be seropositive to an alphavirus than adults (p < 0.001), suggesting a recent transmission period. Alphavirus and flavivirus seropositivity was detected in the youngest participants (age 5–9), providing evidence of inter-epidemic transmission. Demographic variables that were significantly different amongst those with previous infection versus those without infection included age, education level, and occupation. Behavioral and environmental variables significantly different amongst those in with previous infection to those without infection included taking animals for grazing, fishing, and recent village flooding. Experience of recent fever was also found to be a significant indicator of infection (p = 0.027). These results confirm alphavirus and flavivirus exposure in western Kenya, while illustrating significantly higher alphavirus transmission compared to previous studies. Public Library of Science 2017-10-17 /pmc/articles/PMC5659799/ /pubmed/29040262 http://dx.doi.org/10.1371/journal.pntd.0005998 Text en © 2017 Grossi-Soyster et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Grossi-Soyster, Elysse N. Cook, Elizabeth A. J. de Glanville, William A. Thomas, Lian F. Krystosik, Amy R. Lee, Justin Wamae, C. Njeri Kariuki, Samuel Fèvre, Eric M. LaBeaud, A. Desiree Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya |
title | Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya |
title_full | Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya |
title_fullStr | Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya |
title_full_unstemmed | Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya |
title_short | Serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western Kenya |
title_sort | serological and spatial analysis of alphavirus and flavivirus prevalence and risk factors in a rural community in western kenya |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5659799/ https://www.ncbi.nlm.nih.gov/pubmed/29040262 http://dx.doi.org/10.1371/journal.pntd.0005998 |
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