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The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries
BACKGROUND: Young children in Sub-Saharan Africa (SSA), particularly those from resource-limited settings, are heavily burdened by anemia and malaria. While malaria infected children frequently become anemic (hemoglobin < 110 g/L), anemia is a strongly multifactorial disease with many other risk...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9766366/ https://www.ncbi.nlm.nih.gov/pubmed/36561861 http://dx.doi.org/10.3389/fpubh.2022.1009865 |
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author | Starck, Tim Dambach, Peter Rouamba, Toussaint Tinto, Halidou Osier, Faith Oldenburg, Catherine E. Adam, Maya Bärnighausen, Till Jaenisch, Thomas Bulstra, Caroline A. |
author_facet | Starck, Tim Dambach, Peter Rouamba, Toussaint Tinto, Halidou Osier, Faith Oldenburg, Catherine E. Adam, Maya Bärnighausen, Till Jaenisch, Thomas Bulstra, Caroline A. |
author_sort | Starck, Tim |
collection | PubMed |
description | BACKGROUND: Young children in Sub-Saharan Africa (SSA), particularly those from resource-limited settings, are heavily burdened by anemia and malaria. While malaria infected children frequently become anemic (hemoglobin < 110 g/L), anemia is a strongly multifactorial disease with many other risk factors than malaria. Due to the complex and often overlapping contributors to anemia, it remains challenging to isolate the true impact of malaria on population level hemoglobin concentrations. METHODS: We quantified the malaria-induced effect on hemoglobin levels in children under 5 years of age, leveraging data from 7,384 twins and other multiples, aged 6 to 59 months, from 57 nationally representative Demographic and Health Surveys (DHSs) from 23 SSA countries from 2006 to 2019. The quasi-experimental twin fixed-effect design let us minimize the impact of potential confounders that do not vary between twins. RESULTS: Our analyses of twins revealed a malaria-induced hemoglobin decrease in infected twins of 9 g/L (95% CI -10; -7, p<0.001). The relative risk of severe anemia was higher (RR = 3.01, 95% CI 1.79; 5.1, p<0.001) among malaria positive children, compared to malaria negative children. Conversely, malaria positive children are only half as likely to be non-anemic (RR = 0.51, 95% CI 0.43; 0.61, p<0.001). CONCLUSION: Even after rigorous control for confounding through a twin fixed-effects study design, malaria substantially decreased hemoglobin levels among SSA twins, rendering them much more susceptible to severe anemia. This effect reflects the population-level effect of malaria on anemia. |
format | Online Article Text |
id | pubmed-9766366 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97663662022-12-21 The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries Starck, Tim Dambach, Peter Rouamba, Toussaint Tinto, Halidou Osier, Faith Oldenburg, Catherine E. Adam, Maya Bärnighausen, Till Jaenisch, Thomas Bulstra, Caroline A. Front Public Health Public Health BACKGROUND: Young children in Sub-Saharan Africa (SSA), particularly those from resource-limited settings, are heavily burdened by anemia and malaria. While malaria infected children frequently become anemic (hemoglobin < 110 g/L), anemia is a strongly multifactorial disease with many other risk factors than malaria. Due to the complex and often overlapping contributors to anemia, it remains challenging to isolate the true impact of malaria on population level hemoglobin concentrations. METHODS: We quantified the malaria-induced effect on hemoglobin levels in children under 5 years of age, leveraging data from 7,384 twins and other multiples, aged 6 to 59 months, from 57 nationally representative Demographic and Health Surveys (DHSs) from 23 SSA countries from 2006 to 2019. The quasi-experimental twin fixed-effect design let us minimize the impact of potential confounders that do not vary between twins. RESULTS: Our analyses of twins revealed a malaria-induced hemoglobin decrease in infected twins of 9 g/L (95% CI -10; -7, p<0.001). The relative risk of severe anemia was higher (RR = 3.01, 95% CI 1.79; 5.1, p<0.001) among malaria positive children, compared to malaria negative children. Conversely, malaria positive children are only half as likely to be non-anemic (RR = 0.51, 95% CI 0.43; 0.61, p<0.001). CONCLUSION: Even after rigorous control for confounding through a twin fixed-effects study design, malaria substantially decreased hemoglobin levels among SSA twins, rendering them much more susceptible to severe anemia. This effect reflects the population-level effect of malaria on anemia. Frontiers Media S.A. 2022-12-06 /pmc/articles/PMC9766366/ /pubmed/36561861 http://dx.doi.org/10.3389/fpubh.2022.1009865 Text en Copyright © 2022 Starck, Dambach, Rouamba, Tinto, Osier, Oldenburg, Adam, Bärnighausen, Jaenisch and Bulstra. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Starck, Tim Dambach, Peter Rouamba, Toussaint Tinto, Halidou Osier, Faith Oldenburg, Catherine E. Adam, Maya Bärnighausen, Till Jaenisch, Thomas Bulstra, Caroline A. The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries |
title | The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries |
title_full | The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries |
title_fullStr | The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries |
title_full_unstemmed | The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries |
title_short | The effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 Sub-Saharan African countries |
title_sort | effect of malaria on childhood anemia in a quasi-experimental study of 7,384 twins from 23 sub-saharan african countries |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9766366/ https://www.ncbi.nlm.nih.gov/pubmed/36561861 http://dx.doi.org/10.3389/fpubh.2022.1009865 |
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