Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola

Detalhes bibliográficos
Autor(a) principal: Magalhães, Ricardo J. Soares
Data de Publicação: 2013
Outros Autores: Langa, António, Pedro, João Mário, Sousa-Figueiredo, José Carlos, Clements, Archie C. A., Nery, Susana Vaz
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.21/2567
Resumo: Anaemia is known to have an impact on child development and mortality and is a severe public health problem in most countries in sub-Saharan Africa. We investigated the consistency between ecological and individual-level approaches to anaemia mapping by building spatial anaemia models for children aged ≤15 years using different modelling approaches. We aimed to (i) quantify the role of malnutrition, malaria, Schistosoma haematobium and soil-transmitted helminths (STHs) in anaemia endemicity; and (ii) develop a high resolution predictive risk map of anaemia for the municipality of Dande in northern Angola. We used parasitological survey data for children aged ≤15 years to build Bayesian geostatistical models of malaria (PfPR≤15), S. haematobium, Ascaris lumbricoides and Trichuris trichiura and predict small-scale spatial variations in these infections. Malnutrition, PfPR≤15, and S. haematobium infections were significantly associated with anaemia risk. An estimated 12.5%, 15.6% and 9.8% of anaemia cases could be averted by treating malnutrition, malaria and S. haematobium, respectively. Spatial clusters of high risk of anaemia (>86%) were identified. Using an individual-level approach to anaemia mapping at a small spatial scale, we found that anaemia in children aged ≤15 years is highly heterogeneous and that malnutrition and parasitic infections are important contributors to the spatial variation in anaemia risk. The results presented in this study can help inform the integration of the current provincial malaria control programme with ancillary micronutrient supplementation and control of neglected tropical diseases such as urogenital schistosomiasis and STH infections.
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spelling Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern AngolaAnaemiaMalnutritionMalariaHelminth infectionsRisk mappingChildrenMortalityAngolaAnaemia is known to have an impact on child development and mortality and is a severe public health problem in most countries in sub-Saharan Africa. We investigated the consistency between ecological and individual-level approaches to anaemia mapping by building spatial anaemia models for children aged ≤15 years using different modelling approaches. We aimed to (i) quantify the role of malnutrition, malaria, Schistosoma haematobium and soil-transmitted helminths (STHs) in anaemia endemicity; and (ii) develop a high resolution predictive risk map of anaemia for the municipality of Dande in northern Angola. We used parasitological survey data for children aged ≤15 years to build Bayesian geostatistical models of malaria (PfPR≤15), S. haematobium, Ascaris lumbricoides and Trichuris trichiura and predict small-scale spatial variations in these infections. Malnutrition, PfPR≤15, and S. haematobium infections were significantly associated with anaemia risk. An estimated 12.5%, 15.6% and 9.8% of anaemia cases could be averted by treating malnutrition, malaria and S. haematobium, respectively. Spatial clusters of high risk of anaemia (>86%) were identified. Using an individual-level approach to anaemia mapping at a small spatial scale, we found that anaemia in children aged ≤15 years is highly heterogeneous and that malnutrition and parasitic infections are important contributors to the spatial variation in anaemia risk. The results presented in this study can help inform the integration of the current provincial malaria control programme with ancillary micronutrient supplementation and control of neglected tropical diseases such as urogenital schistosomiasis and STH infections.UNINAVPRCIPLMagalhães, Ricardo J. SoaresLanga, AntónioPedro, João MárioSousa-Figueiredo, José CarlosClements, Archie C. A.Nery, Susana Vaz2013-06-20T14:10:35Z2013-052013-05-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/2567engMagalhães RJ, Langa A, Pedro JM, Sousa-Figueiredo JC, Clements AC, Nery SV. Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola. Geospat Health. 2013;7(2):341-54.1970-7096info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-03T09:42:02Zoai:repositorio.ipl.pt:10400.21/2567Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:12:19.781844Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
title Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
spellingShingle Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
Magalhães, Ricardo J. Soares
Anaemia
Malnutrition
Malaria
Helminth infections
Risk mapping
Children
Mortality
Angola
title_short Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
title_full Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
title_fullStr Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
title_full_unstemmed Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
title_sort Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
author Magalhães, Ricardo J. Soares
author_facet Magalhães, Ricardo J. Soares
Langa, António
Pedro, João Mário
Sousa-Figueiredo, José Carlos
Clements, Archie C. A.
Nery, Susana Vaz
author_role author
author2 Langa, António
Pedro, João Mário
Sousa-Figueiredo, José Carlos
Clements, Archie C. A.
Nery, Susana Vaz
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Magalhães, Ricardo J. Soares
Langa, António
Pedro, João Mário
Sousa-Figueiredo, José Carlos
Clements, Archie C. A.
Nery, Susana Vaz
dc.subject.por.fl_str_mv Anaemia
Malnutrition
Malaria
Helminth infections
Risk mapping
Children
Mortality
Angola
topic Anaemia
Malnutrition
Malaria
Helminth infections
Risk mapping
Children
Mortality
Angola
description Anaemia is known to have an impact on child development and mortality and is a severe public health problem in most countries in sub-Saharan Africa. We investigated the consistency between ecological and individual-level approaches to anaemia mapping by building spatial anaemia models for children aged ≤15 years using different modelling approaches. We aimed to (i) quantify the role of malnutrition, malaria, Schistosoma haematobium and soil-transmitted helminths (STHs) in anaemia endemicity; and (ii) develop a high resolution predictive risk map of anaemia for the municipality of Dande in northern Angola. We used parasitological survey data for children aged ≤15 years to build Bayesian geostatistical models of malaria (PfPR≤15), S. haematobium, Ascaris lumbricoides and Trichuris trichiura and predict small-scale spatial variations in these infections. Malnutrition, PfPR≤15, and S. haematobium infections were significantly associated with anaemia risk. An estimated 12.5%, 15.6% and 9.8% of anaemia cases could be averted by treating malnutrition, malaria and S. haematobium, respectively. Spatial clusters of high risk of anaemia (>86%) were identified. Using an individual-level approach to anaemia mapping at a small spatial scale, we found that anaemia in children aged ≤15 years is highly heterogeneous and that malnutrition and parasitic infections are important contributors to the spatial variation in anaemia risk. The results presented in this study can help inform the integration of the current provincial malaria control programme with ancillary micronutrient supplementation and control of neglected tropical diseases such as urogenital schistosomiasis and STH infections.
publishDate 2013
dc.date.none.fl_str_mv 2013-06-20T14:10:35Z
2013-05
2013-05-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.21/2567
url http://hdl.handle.net/10400.21/2567
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Magalhães RJ, Langa A, Pedro JM, Sousa-Figueiredo JC, Clements AC, Nery SV. Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola. Geospat Health. 2013;7(2):341-54.
1970-7096
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv UNINAVP
publisher.none.fl_str_mv UNINAVP
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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