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Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016
BACKGROUND: Estimation of malaria prevalence in very low transmission settings is difficult by even the most advanced diagnostic tests. Antibodies against malaria antigens provide an indicator of active or past exposure to these parasites. The prominent malaria species within Haiti is Plasmodium fal...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8765618/ https://www.ncbi.nlm.nih.gov/pubmed/34986142 http://dx.doi.org/10.1371/journal.pntd.0010049 |
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author | Oviedo, Adan Herman, Camelia Knipes, Alaine Worrell, Caitlin M. Fox, LeAnne M. Desir, Luccene Fayette, Carl Javel, Alain Monestime, Franck Mace, Kimberly E. Chang, Michelle A. Lemoine, Jean F. Won, Kimberly Udhayakumar, Venkatachalam Rogier, Eric |
author_facet | Oviedo, Adan Herman, Camelia Knipes, Alaine Worrell, Caitlin M. Fox, LeAnne M. Desir, Luccene Fayette, Carl Javel, Alain Monestime, Franck Mace, Kimberly E. Chang, Michelle A. Lemoine, Jean F. Won, Kimberly Udhayakumar, Venkatachalam Rogier, Eric |
author_sort | Oviedo, Adan |
collection | PubMed |
description | BACKGROUND: Estimation of malaria prevalence in very low transmission settings is difficult by even the most advanced diagnostic tests. Antibodies against malaria antigens provide an indicator of active or past exposure to these parasites. The prominent malaria species within Haiti is Plasmodium falciparum, but P. vivax and P. malariae infections are also known to be endemic. METHODOLOGY/PRINCIPAL FINDINGS: From 2014–2016, 28,681 Haitian children were enrolled in school-based serosurveys and were asked to provide a blood sample for detection of antibodies against multiple infectious diseases. IgG against the P. falciparum, P. vivax, and P. malariae merozoite surface protein 19kD subunit (MSP1(19)) antigens was detected by a multiplex bead assay (MBA). A subset of samples was also tested for Plasmodium DNA by PCR assays, and for Plasmodium antigens by a multiplex antigen detection assay. Geospatial clustering of high seroprevalence areas for P. vivax and P. malariae antigens was assessed by both Ripley’s K-function and Kulldorff’s spatial scan statistic. Of 21,719 children enrolled in 680 schools in Haiti who provided samples to assay for IgG against PmMSP1(19), 278 (1.27%) were seropositive. Of 24,559 children enrolled in 788 schools providing samples for PvMSP1(19) serology, 113 (0.46%) were seropositive. Two significant clusters of seropositivity were identified throughout the country for P. malariae exposure, and two identified for P. vivax. No samples were found to be positive for Plasmodium DNA or antigens. CONCLUSIONS/SIGNIFICANCE: From school-based surveys conducted from 2014 to 2016, very few Haitian children had evidence of exposure to P. vivax or P. malariae, with no children testing positive for active infection. Spatial scan statistics identified non-overlapping areas of the country with higher seroprevalence for these two malarias. Serological data provides useful information of exposure to very low endemic malaria species in a population that is unlikely to present to clinics with symptomatic infections. |
format | Online Article Text |
id | pubmed-8765618 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-87656182022-01-19 Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 Oviedo, Adan Herman, Camelia Knipes, Alaine Worrell, Caitlin M. Fox, LeAnne M. Desir, Luccene Fayette, Carl Javel, Alain Monestime, Franck Mace, Kimberly E. Chang, Michelle A. Lemoine, Jean F. Won, Kimberly Udhayakumar, Venkatachalam Rogier, Eric PLoS Negl Trop Dis Research Article BACKGROUND: Estimation of malaria prevalence in very low transmission settings is difficult by even the most advanced diagnostic tests. Antibodies against malaria antigens provide an indicator of active or past exposure to these parasites. The prominent malaria species within Haiti is Plasmodium falciparum, but P. vivax and P. malariae infections are also known to be endemic. METHODOLOGY/PRINCIPAL FINDINGS: From 2014–2016, 28,681 Haitian children were enrolled in school-based serosurveys and were asked to provide a blood sample for detection of antibodies against multiple infectious diseases. IgG against the P. falciparum, P. vivax, and P. malariae merozoite surface protein 19kD subunit (MSP1(19)) antigens was detected by a multiplex bead assay (MBA). A subset of samples was also tested for Plasmodium DNA by PCR assays, and for Plasmodium antigens by a multiplex antigen detection assay. Geospatial clustering of high seroprevalence areas for P. vivax and P. malariae antigens was assessed by both Ripley’s K-function and Kulldorff’s spatial scan statistic. Of 21,719 children enrolled in 680 schools in Haiti who provided samples to assay for IgG against PmMSP1(19), 278 (1.27%) were seropositive. Of 24,559 children enrolled in 788 schools providing samples for PvMSP1(19) serology, 113 (0.46%) were seropositive. Two significant clusters of seropositivity were identified throughout the country for P. malariae exposure, and two identified for P. vivax. No samples were found to be positive for Plasmodium DNA or antigens. CONCLUSIONS/SIGNIFICANCE: From school-based surveys conducted from 2014 to 2016, very few Haitian children had evidence of exposure to P. vivax or P. malariae, with no children testing positive for active infection. Spatial scan statistics identified non-overlapping areas of the country with higher seroprevalence for these two malarias. Serological data provides useful information of exposure to very low endemic malaria species in a population that is unlikely to present to clinics with symptomatic infections. Public Library of Science 2022-01-05 /pmc/articles/PMC8765618/ /pubmed/34986142 http://dx.doi.org/10.1371/journal.pntd.0010049 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Oviedo, Adan Herman, Camelia Knipes, Alaine Worrell, Caitlin M. Fox, LeAnne M. Desir, Luccene Fayette, Carl Javel, Alain Monestime, Franck Mace, Kimberly E. Chang, Michelle A. Lemoine, Jean F. Won, Kimberly Udhayakumar, Venkatachalam Rogier, Eric Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 |
title | Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 |
title_full | Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 |
title_fullStr | Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 |
title_full_unstemmed | Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 |
title_short | Spatial cluster analysis of Plasmodium vivax and P. malariae exposure using serological data among Haitian school children sampled between 2014 and 2016 |
title_sort | spatial cluster analysis of plasmodium vivax and p. malariae exposure using serological data among haitian school children sampled between 2014 and 2016 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8765618/ https://www.ncbi.nlm.nih.gov/pubmed/34986142 http://dx.doi.org/10.1371/journal.pntd.0010049 |
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