High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals

There exists great disparity in the number of clinical P. falciparum episodes among children of the same age and living in similar conditions. The epidemiological determinants of such disparity are unclear. We used a data-mining approach to explore a nineteen-year longitudinal malaria cohort study d...

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Main Authors: Cheikh Loucoubar, Laura Grange, Richard Paul, Augustin Huret, Adama Tall, Olivier Telle, Christian Roussilhon, Joseph Faye, Fatoumata Diene-Sarr, Jean François Trape, Odile Mercereau-Puijalon, Anavaj Sakuntabhai, Jean François Bureau
Other Authors: Institut Pasteur, Paris
Format: Article
Published: 2018
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/31069
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spelling th-mahidol.310692018-10-19T12:31:47Z High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals Cheikh Loucoubar Laura Grange Richard Paul Augustin Huret Adama Tall Olivier Telle Christian Roussilhon Joseph Faye Fatoumata Diene-Sarr Jean François Trape Odile Mercereau-Puijalon Anavaj Sakuntabhai Jean François Bureau Institut Pasteur, Paris CNRS Centre National de la Recherche Scientifique Institut Pasteur de Dakar Universite Paris Descartes Ecole des hautes etudes en sante publique Institute of Health and Science Institut de Recherche pour le Developpement Dakar Mahidol University Agricultural and Biological Sciences Biochemistry, Genetics and Molecular Biology Medicine There exists great disparity in the number of clinical P. falciparum episodes among children of the same age and living in similar conditions. The epidemiological determinants of such disparity are unclear. We used a data-mining approach to explore a nineteen-year longitudinal malaria cohort study dataset from Senegal and identify variables associated with increased risk of malaria episodes. These were then verified using classical statistics and replicated in a second cohort. In addition to age, we identified a novel high-risk group of children in whom the history of P. falciparum clinical episodes greatly increased risk of further episodes. Age and a high number of previous falciparum clinical episodes not only play major roles in explaining the risk of P. falciparum episodes but also are risk factors for different groups of people. Combined, they explain the majority of falciparum clinical attacks. Contrary to what is widely believed, clinical immunity to P. falciparum does not de facto occur following many P. falciparum clinical episodes. There exist a sub-group of children who suffer repeated clinical episodes. In addition to posing an important challenge for population stratification during clinical trials, this sub-group disproportionally contributes to the disease burden and may necessitate specific prevention and control measures. © 2013 Loucoubar et al. 2018-10-19T04:31:46Z 2018-10-19T04:31:46Z 2013-02-06 Article PLoS ONE. Vol.8, No.2 (2013) 10.1371/journal.pone.0055666 19326203 2-s2.0-84873549877 https://repository.li.mahidol.ac.th/handle/123456789/31069 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84873549877&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Agricultural and Biological Sciences
Biochemistry, Genetics and Molecular Biology
Medicine
spellingShingle Agricultural and Biological Sciences
Biochemistry, Genetics and Molecular Biology
Medicine
Cheikh Loucoubar
Laura Grange
Richard Paul
Augustin Huret
Adama Tall
Olivier Telle
Christian Roussilhon
Joseph Faye
Fatoumata Diene-Sarr
Jean François Trape
Odile Mercereau-Puijalon
Anavaj Sakuntabhai
Jean François Bureau
High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals
description There exists great disparity in the number of clinical P. falciparum episodes among children of the same age and living in similar conditions. The epidemiological determinants of such disparity are unclear. We used a data-mining approach to explore a nineteen-year longitudinal malaria cohort study dataset from Senegal and identify variables associated with increased risk of malaria episodes. These were then verified using classical statistics and replicated in a second cohort. In addition to age, we identified a novel high-risk group of children in whom the history of P. falciparum clinical episodes greatly increased risk of further episodes. Age and a high number of previous falciparum clinical episodes not only play major roles in explaining the risk of P. falciparum episodes but also are risk factors for different groups of people. Combined, they explain the majority of falciparum clinical attacks. Contrary to what is widely believed, clinical immunity to P. falciparum does not de facto occur following many P. falciparum clinical episodes. There exist a sub-group of children who suffer repeated clinical episodes. In addition to posing an important challenge for population stratification during clinical trials, this sub-group disproportionally contributes to the disease burden and may necessitate specific prevention and control measures. © 2013 Loucoubar et al.
author2 Institut Pasteur, Paris
author_facet Institut Pasteur, Paris
Cheikh Loucoubar
Laura Grange
Richard Paul
Augustin Huret
Adama Tall
Olivier Telle
Christian Roussilhon
Joseph Faye
Fatoumata Diene-Sarr
Jean François Trape
Odile Mercereau-Puijalon
Anavaj Sakuntabhai
Jean François Bureau
format Article
author Cheikh Loucoubar
Laura Grange
Richard Paul
Augustin Huret
Adama Tall
Olivier Telle
Christian Roussilhon
Joseph Faye
Fatoumata Diene-Sarr
Jean François Trape
Odile Mercereau-Puijalon
Anavaj Sakuntabhai
Jean François Bureau
author_sort Cheikh Loucoubar
title High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals
title_short High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals
title_full High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals
title_fullStr High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals
title_full_unstemmed High Number of Previous Plasmodium falciparum Clinical Episodes Increases Risk of Future Episodes in a Sub-Group of Individuals
title_sort high number of previous plasmodium falciparum clinical episodes increases risk of future episodes in a sub-group of individuals
publishDate 2018
url https://repository.li.mahidol.ac.th/handle/123456789/31069
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