Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya

BackgroundMalaria caused by Plasmodium falciparum remains a serious global public health challenge especially in Africa. Interventions that aim to reduce malaria transmission by targeting the gametocyte reservoir are key to malaria elimination and/or eradication. However, factors that are associated...

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Main Authors: Brian R. Omondi, Michelle K. Muthui, William I. Muasya, Benedict Orindi, Ramadhan S. Mwakubambanya, Teun Bousema, Chris Drakeley, Kevin Marsh, Philip Bejon, Melissa C. Kapulu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2020.609474/full
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author Brian R. Omondi
Brian R. Omondi
Michelle K. Muthui
William I. Muasya
Benedict Orindi
Ramadhan S. Mwakubambanya
Teun Bousema
Chris Drakeley
Kevin Marsh
Kevin Marsh
Philip Bejon
Philip Bejon
Melissa C. Kapulu
Melissa C. Kapulu
spellingShingle Brian R. Omondi
Brian R. Omondi
Michelle K. Muthui
William I. Muasya
Benedict Orindi
Ramadhan S. Mwakubambanya
Teun Bousema
Chris Drakeley
Kevin Marsh
Kevin Marsh
Philip Bejon
Philip Bejon
Melissa C. Kapulu
Melissa C. Kapulu
Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya
Frontiers in Immunology
Plasmodium falciparum
gametocytemia
gametocyte extract
antibody response
malaria transmission
author_facet Brian R. Omondi
Brian R. Omondi
Michelle K. Muthui
William I. Muasya
Benedict Orindi
Ramadhan S. Mwakubambanya
Teun Bousema
Chris Drakeley
Kevin Marsh
Kevin Marsh
Philip Bejon
Philip Bejon
Melissa C. Kapulu
Melissa C. Kapulu
author_sort Brian R. Omondi
title Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya
title_short Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya
title_full Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya
title_fullStr Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya
title_full_unstemmed Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in Kenya
title_sort antibody responses to crude gametocyte extract predict plasmodium falciparum gametocyte carriage in kenya
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2021-02-01
description BackgroundMalaria caused by Plasmodium falciparum remains a serious global public health challenge especially in Africa. Interventions that aim to reduce malaria transmission by targeting the gametocyte reservoir are key to malaria elimination and/or eradication. However, factors that are associated with gametocyte carriage have not been fully explored. Consequently, identifying predictors of the infectious reservoir is fundamental in the elimination campaign.MethodsWe cultured P. falciparum NF54 gametocytes (to stage V) and prepared crude gametocyte extract. Samples from a total of 687 participants (aged 6 months to 67 years) representing two cross-sectional study cohorts in Kilifi, Kenya were used to assess IgG antibody responses by ELISA. We also analyzed IgG antibody responses to the blood-stage antigen AMA1 as a marker of asexual parasite exposure. Gametocytemia and asexual parasitemia data quantified by microscopy and molecular detection (QT-NASBA) were used to determine the relationship with antibody responses, season, age, and transmission setting. Multivariable logistic regression models were used to study the association between antibody responses and gametocyte carriage. The predictive power of the models was tested using the receiver operating characteristic (ROC) curve.ResultsMultivariable logistic regression analysis showed that IgG antibody response to crude gametocyte extract predicted both microscopic (OR=1.81 95% CI: 1.06–3.07, p=0.028) and molecular (OR=1.91, 95% CI: 1.11–3.29, p=0.019) P. falciparum gametocyte carriage. Antibody responses to AMA1 were also associated with both microscopic (OR=1.61 95% CI: 1.08–2.42, p=0.020) and molecular (OR=3.73 95% CI: 2.03–6.74, p<0.001) gametocytemia. ROC analysis showed that molecular (AUC=0.897, 95% CI: 0.868–0.926) and microscopic (AUC=0.812, 95% CI: 0.758–0.865) multivariable models adjusted for gametocyte extract showed very high predictive power. Molecular (AUC=0.917, 95% CI: 0.891–0.943) and microscopic (AUC=0.806, 95% CI: 0.755–0.858) multivariable models adjusted for AMA1 were equally highly predictive.ConclusionIn our study, it appears that IgG responses to crude gametocyte extract are not an independent predictor of gametocyte carriage after adjusting for AMA1 responses but may predict gametocyte carriage as a proxy marker of exposure to parasites. Serological responses to AMA1 or to gametocyte extract may facilitate identification of individuals within populations who contribute to malaria transmission and support implementation of transmission-blocking interventions.
topic Plasmodium falciparum
gametocytemia
gametocyte extract
antibody response
malaria transmission
url https://www.frontiersin.org/articles/10.3389/fimmu.2020.609474/full
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spelling doaj-e8f64d64f23448bbaeac0e2eaa1fcd862021-02-03T06:07:41ZengFrontiers Media S.A.Frontiers in Immunology1664-32242021-02-011110.3389/fimmu.2020.609474609474Antibody Responses to Crude Gametocyte Extract Predict Plasmodium falciparum Gametocyte Carriage in KenyaBrian R. Omondi0Brian R. Omondi1Michelle K. Muthui2William I. Muasya3Benedict Orindi4Ramadhan S. Mwakubambanya5Teun Bousema6Chris Drakeley7Kevin Marsh8Kevin Marsh9Philip Bejon10Philip Bejon11Melissa C. Kapulu12Melissa C. Kapulu13Department of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaDepartment of Biochemistry and Molecular Biology, Egerton University, Nakuru, KenyaDepartment of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaDepartment of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaDepartment of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaDepartment of Biochemistry and Molecular Biology, Egerton University, Nakuru, KenyaDepartment of Medical Microbiology, Radboud University Medical Centre, Nijmegen, NetherlandsDepartment of Infection Biology, London School of Hygiene & Tropical Medicine, London, United KingdomDepartment of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaCentre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United KingdomDepartment of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaCentre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United KingdomDepartment of Biosciences, KEMRI-Wellcome Trust Research Programme, Kilifi, KenyaCentre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United KingdomBackgroundMalaria caused by Plasmodium falciparum remains a serious global public health challenge especially in Africa. Interventions that aim to reduce malaria transmission by targeting the gametocyte reservoir are key to malaria elimination and/or eradication. However, factors that are associated with gametocyte carriage have not been fully explored. Consequently, identifying predictors of the infectious reservoir is fundamental in the elimination campaign.MethodsWe cultured P. falciparum NF54 gametocytes (to stage V) and prepared crude gametocyte extract. Samples from a total of 687 participants (aged 6 months to 67 years) representing two cross-sectional study cohorts in Kilifi, Kenya were used to assess IgG antibody responses by ELISA. We also analyzed IgG antibody responses to the blood-stage antigen AMA1 as a marker of asexual parasite exposure. Gametocytemia and asexual parasitemia data quantified by microscopy and molecular detection (QT-NASBA) were used to determine the relationship with antibody responses, season, age, and transmission setting. Multivariable logistic regression models were used to study the association between antibody responses and gametocyte carriage. The predictive power of the models was tested using the receiver operating characteristic (ROC) curve.ResultsMultivariable logistic regression analysis showed that IgG antibody response to crude gametocyte extract predicted both microscopic (OR=1.81 95% CI: 1.06–3.07, p=0.028) and molecular (OR=1.91, 95% CI: 1.11–3.29, p=0.019) P. falciparum gametocyte carriage. Antibody responses to AMA1 were also associated with both microscopic (OR=1.61 95% CI: 1.08–2.42, p=0.020) and molecular (OR=3.73 95% CI: 2.03–6.74, p<0.001) gametocytemia. ROC analysis showed that molecular (AUC=0.897, 95% CI: 0.868–0.926) and microscopic (AUC=0.812, 95% CI: 0.758–0.865) multivariable models adjusted for gametocyte extract showed very high predictive power. Molecular (AUC=0.917, 95% CI: 0.891–0.943) and microscopic (AUC=0.806, 95% CI: 0.755–0.858) multivariable models adjusted for AMA1 were equally highly predictive.ConclusionIn our study, it appears that IgG responses to crude gametocyte extract are not an independent predictor of gametocyte carriage after adjusting for AMA1 responses but may predict gametocyte carriage as a proxy marker of exposure to parasites. Serological responses to AMA1 or to gametocyte extract may facilitate identification of individuals within populations who contribute to malaria transmission and support implementation of transmission-blocking interventions.https://www.frontiersin.org/articles/10.3389/fimmu.2020.609474/fullPlasmodium falciparumgametocytemiagametocyte extractantibody responsemalaria transmission