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Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity
BACKGROUND: Malaria incidence has declined considerably over the last decade. This is partly due to a scale-up of control measures but is also attributed to increasing urbanization. This study aimed to analyse the association between malaria and urbanization and the effect of urbanicity on the acqui...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4751679/ https://www.ncbi.nlm.nih.gov/pubmed/26867774 http://dx.doi.org/10.1186/s12936-016-1138-4 |
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author | Frank, Clemens Krumkamp, Ralf Sarpong, Nimako Sothmann, Peter Fobil, Julius N Foli, Geoffrey Jaeger, Anna Ehlkes, Lutz Owusu-Dabo, Ellis Adu-Sarkodie, Yaw Marks, Florian Schumann, Ralf R. May, Jürgen Kreuels, Benno |
author_facet | Frank, Clemens Krumkamp, Ralf Sarpong, Nimako Sothmann, Peter Fobil, Julius N Foli, Geoffrey Jaeger, Anna Ehlkes, Lutz Owusu-Dabo, Ellis Adu-Sarkodie, Yaw Marks, Florian Schumann, Ralf R. May, Jürgen Kreuels, Benno |
author_sort | Frank, Clemens |
collection | PubMed |
description | BACKGROUND: Malaria incidence has declined considerably over the last decade. This is partly due to a scale-up of control measures but is also attributed to increasing urbanization. This study aimed to analyse the association between malaria and urbanization and the effect of urbanicity on the acquisition of semi-immunity. METHODS: In 2012, children with fever presenting to St Michael’s Hospital Pramso/Ghana were recruited. The malaria-positive-fraction (MPF) of fever cases was calculated on community-level to approximate the malaria risk. The mean age of malaria cases was calculated for each community to estimate the acquisition of semi-immunity. The level of urbanicity for the communities was calculated and associations between MPF, urbanicity and immunity were modelled using linear regression. RESULTS: Twenty-six villages were included into the study with a mean MPF of 35 %. A linear decrease of 5 % (95 % CI: 4–6 %) in MPF with every ten-point increase in urbanicity was identified. The mean age of malaria patients increased by 2.9 months (95 % CI: 1.0–4.8) with every ten-point increase in urbanicity. DISCUSSION: The results confirm an association between an increase in urbanicity and declining malaria risk and demonstrate that the acquisition of semi-immunity is heterogeneous on a micro-epidemiological scale and is associated with urbanicity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1138-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4751679 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-47516792016-02-13 Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity Frank, Clemens Krumkamp, Ralf Sarpong, Nimako Sothmann, Peter Fobil, Julius N Foli, Geoffrey Jaeger, Anna Ehlkes, Lutz Owusu-Dabo, Ellis Adu-Sarkodie, Yaw Marks, Florian Schumann, Ralf R. May, Jürgen Kreuels, Benno Malar J Research BACKGROUND: Malaria incidence has declined considerably over the last decade. This is partly due to a scale-up of control measures but is also attributed to increasing urbanization. This study aimed to analyse the association between malaria and urbanization and the effect of urbanicity on the acquisition of semi-immunity. METHODS: In 2012, children with fever presenting to St Michael’s Hospital Pramso/Ghana were recruited. The malaria-positive-fraction (MPF) of fever cases was calculated on community-level to approximate the malaria risk. The mean age of malaria cases was calculated for each community to estimate the acquisition of semi-immunity. The level of urbanicity for the communities was calculated and associations between MPF, urbanicity and immunity were modelled using linear regression. RESULTS: Twenty-six villages were included into the study with a mean MPF of 35 %. A linear decrease of 5 % (95 % CI: 4–6 %) in MPF with every ten-point increase in urbanicity was identified. The mean age of malaria patients increased by 2.9 months (95 % CI: 1.0–4.8) with every ten-point increase in urbanicity. DISCUSSION: The results confirm an association between an increase in urbanicity and declining malaria risk and demonstrate that the acquisition of semi-immunity is heterogeneous on a micro-epidemiological scale and is associated with urbanicity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1138-4) contains supplementary material, which is available to authorized users. BioMed Central 2016-02-11 /pmc/articles/PMC4751679/ /pubmed/26867774 http://dx.doi.org/10.1186/s12936-016-1138-4 Text en © Frank et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Frank, Clemens Krumkamp, Ralf Sarpong, Nimako Sothmann, Peter Fobil, Julius N Foli, Geoffrey Jaeger, Anna Ehlkes, Lutz Owusu-Dabo, Ellis Adu-Sarkodie, Yaw Marks, Florian Schumann, Ralf R. May, Jürgen Kreuels, Benno Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
title | Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
title_full | Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
title_fullStr | Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
title_full_unstemmed | Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
title_short | Spatial heterogeneity of malaria in Ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
title_sort | spatial heterogeneity of malaria in ghana: a cross-sectional study on the association between urbanicity and the acquisition of immunity |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4751679/ https://www.ncbi.nlm.nih.gov/pubmed/26867774 http://dx.doi.org/10.1186/s12936-016-1138-4 |
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