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Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali
Malaria transmission largely depends on environmental, climatic, and hydrological conditions. In Mali, malaria epidemiological patterns are nested within three ecological zones. This study aimed at assessing the relationship between those conditions and the incidence of malaria in Dangassa and Koila...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7370019/ https://www.ncbi.nlm.nih.gov/pubmed/32629876 http://dx.doi.org/10.3390/ijerph17134698 |
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author | Ateba, François Freddy Sagara, Issaka Sogoba, Nafomon Touré, Mahamoudou Konaté, Drissa Diawara, Sory Ibrahim Diakité, Séidina Aboubacar Samba Diarra, Ayouba Coulibaly, Mamadou D. Dolo, Mathias Dolo, Amagana Sacko, Aissata Thiam, Sidibe M’baye Sissako, Aliou Sangaré, Lansana Diakité, Mahamadou Koita, Ousmane A. Cissoko, Mady Traore, Sékou Fantamady Winch, Peter John Febrero-Bande, Manuel Shaffer, Jeffrey G. Krogtad, Donald J. Marker, Hannah Catherine Doumbia, Seydou Gaudart, Jean |
author_facet | Ateba, François Freddy Sagara, Issaka Sogoba, Nafomon Touré, Mahamoudou Konaté, Drissa Diawara, Sory Ibrahim Diakité, Séidina Aboubacar Samba Diarra, Ayouba Coulibaly, Mamadou D. Dolo, Mathias Dolo, Amagana Sacko, Aissata Thiam, Sidibe M’baye Sissako, Aliou Sangaré, Lansana Diakité, Mahamadou Koita, Ousmane A. Cissoko, Mady Traore, Sékou Fantamady Winch, Peter John Febrero-Bande, Manuel Shaffer, Jeffrey G. Krogtad, Donald J. Marker, Hannah Catherine Doumbia, Seydou Gaudart, Jean |
author_sort | Ateba, François Freddy |
collection | PubMed |
description | Malaria transmission largely depends on environmental, climatic, and hydrological conditions. In Mali, malaria epidemiological patterns are nested within three ecological zones. This study aimed at assessing the relationship between those conditions and the incidence of malaria in Dangassa and Koila, Mali. Malaria data was collected through passive case detection at community health facilities of each study site from June 2015 to January 2017. Climate and environmental data were obtained over the same time period from the Goddard Earth Sciences (Giovanni) platform and hydrological data from Mali hydraulic services. A generalized additive model was used to determine the lagged time between each principal component analysis derived component and the incidence of malaria cases, and also used to analyze the relationship between malaria and the lagged components in a multivariate approach. Malaria transmission patterns were bimodal at both sites, but peak and lull periods were longer lasting for Koila study site. Temperatures were associated with malaria incidence in both sites. In Dangassa, the wind speed (p = 0.005) and river heights (p = 0.010) contributed to increasing malaria incidence, in contrast to Koila, where it was humidity (p < 0.001) and vegetation (p = 0.004). The relationships between environmental factors and malaria incidence differed between the two settings, implying different malaria dynamics and adjustments in the conception and plan of interventions. |
format | Online Article Text |
id | pubmed-7370019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73700192020-07-21 Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali Ateba, François Freddy Sagara, Issaka Sogoba, Nafomon Touré, Mahamoudou Konaté, Drissa Diawara, Sory Ibrahim Diakité, Séidina Aboubacar Samba Diarra, Ayouba Coulibaly, Mamadou D. Dolo, Mathias Dolo, Amagana Sacko, Aissata Thiam, Sidibe M’baye Sissako, Aliou Sangaré, Lansana Diakité, Mahamadou Koita, Ousmane A. Cissoko, Mady Traore, Sékou Fantamady Winch, Peter John Febrero-Bande, Manuel Shaffer, Jeffrey G. Krogtad, Donald J. Marker, Hannah Catherine Doumbia, Seydou Gaudart, Jean Int J Environ Res Public Health Article Malaria transmission largely depends on environmental, climatic, and hydrological conditions. In Mali, malaria epidemiological patterns are nested within three ecological zones. This study aimed at assessing the relationship between those conditions and the incidence of malaria in Dangassa and Koila, Mali. Malaria data was collected through passive case detection at community health facilities of each study site from June 2015 to January 2017. Climate and environmental data were obtained over the same time period from the Goddard Earth Sciences (Giovanni) platform and hydrological data from Mali hydraulic services. A generalized additive model was used to determine the lagged time between each principal component analysis derived component and the incidence of malaria cases, and also used to analyze the relationship between malaria and the lagged components in a multivariate approach. Malaria transmission patterns were bimodal at both sites, but peak and lull periods were longer lasting for Koila study site. Temperatures were associated with malaria incidence in both sites. In Dangassa, the wind speed (p = 0.005) and river heights (p = 0.010) contributed to increasing malaria incidence, in contrast to Koila, where it was humidity (p < 0.001) and vegetation (p = 0.004). The relationships between environmental factors and malaria incidence differed between the two settings, implying different malaria dynamics and adjustments in the conception and plan of interventions. MDPI 2020-06-30 2020-07 /pmc/articles/PMC7370019/ /pubmed/32629876 http://dx.doi.org/10.3390/ijerph17134698 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ateba, François Freddy Sagara, Issaka Sogoba, Nafomon Touré, Mahamoudou Konaté, Drissa Diawara, Sory Ibrahim Diakité, Séidina Aboubacar Samba Diarra, Ayouba Coulibaly, Mamadou D. Dolo, Mathias Dolo, Amagana Sacko, Aissata Thiam, Sidibe M’baye Sissako, Aliou Sangaré, Lansana Diakité, Mahamadou Koita, Ousmane A. Cissoko, Mady Traore, Sékou Fantamady Winch, Peter John Febrero-Bande, Manuel Shaffer, Jeffrey G. Krogtad, Donald J. Marker, Hannah Catherine Doumbia, Seydou Gaudart, Jean Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali |
title | Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali |
title_full | Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali |
title_fullStr | Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali |
title_full_unstemmed | Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali |
title_short | Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali |
title_sort | spatio-temporal dynamic of malaria incidence: a comparison of two ecological zones in mali |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7370019/ https://www.ncbi.nlm.nih.gov/pubmed/32629876 http://dx.doi.org/10.3390/ijerph17134698 |
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