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Serological markers to measure recent changes in malaria at population level in Cambodia
BACKGROUND: Serological markers for exposure to different Plasmodium species have recently been used in multiplex immunoassays based on the Luminex technology. However, interpretation of the assay results requires consideration of the half-life of specific antibodies against these markers. Therefore...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5096337/ https://www.ncbi.nlm.nih.gov/pubmed/27809852 http://dx.doi.org/10.1186/s12936-016-1576-z |
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author | Kerkhof, Karen Sluydts, Vincent Willen, Laura Kim, Saorin Canier, Lydie Heng, Somony Tsuboi, Takafumi Sochantha, Tho Sovannaroth, Siv Ménard, Didier Coosemans, Marc Durnez, Lies |
author_facet | Kerkhof, Karen Sluydts, Vincent Willen, Laura Kim, Saorin Canier, Lydie Heng, Somony Tsuboi, Takafumi Sochantha, Tho Sovannaroth, Siv Ménard, Didier Coosemans, Marc Durnez, Lies |
author_sort | Kerkhof, Karen |
collection | PubMed |
description | BACKGROUND: Serological markers for exposure to different Plasmodium species have recently been used in multiplex immunoassays based on the Luminex technology. However, interpretation of the assay results requires consideration of the half-life of specific antibodies against these markers. Therefore, the aim of the present study was to document the half-life of malaria specific serological makers, as well as assessing the sensitivity of these markers to pick up recent changes in malaria exposure. METHODS: A recently developed multiplex immunoassay was used to measure the intensity of antibody (Ab) responses against 19 different Plasmodium specific antigens, covering different human malaria parasites and two vector saliva antigens. Therefore, 8439 blood samples from five cross-sectional surveys in Ratanakiri, Cambodia, were analysed. These involve a random selection from two selected surveys, and an additional set of blood samples of individuals that were randomly re-sampled three, four or five times. A generalized estimating equation model and linear regression models were fitted on log transformed antibody intensity data. RESULTS: Results showed that most (17/21) Ab-responses are higher in PCR positive than PCR negative individuals. Furthermore, these antibody-responses follow the same upward trend within each age group. Estimation of the half-lives showed differences between serological markers that reflect short- (seasonal) and long-term (year round) transmission trends. Ab levels declined significantly together with a decrease of PCR prevalence in a group of malaria endemic villages. CONCLUSION: For Plasmodium falciparum, antibodies against LSA3.RE, GLURP and Pf.GLURP.R2 are most likely to be a reflexion of recent (range from 6 to 8 months) exposure in the Mekong Subregion. PvEBP is the only Plasmodium vivax Ag responding reasonably well, in spite of an estimated Ab half-life of more than 1 year. The use of Ab intensity data rather dichotomizing the continuous Ab-titre data (positive vs negative) will lead to an improved approach for serological surveillance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1576-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5096337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50963372016-11-07 Serological markers to measure recent changes in malaria at population level in Cambodia Kerkhof, Karen Sluydts, Vincent Willen, Laura Kim, Saorin Canier, Lydie Heng, Somony Tsuboi, Takafumi Sochantha, Tho Sovannaroth, Siv Ménard, Didier Coosemans, Marc Durnez, Lies Malar J Research BACKGROUND: Serological markers for exposure to different Plasmodium species have recently been used in multiplex immunoassays based on the Luminex technology. However, interpretation of the assay results requires consideration of the half-life of specific antibodies against these markers. Therefore, the aim of the present study was to document the half-life of malaria specific serological makers, as well as assessing the sensitivity of these markers to pick up recent changes in malaria exposure. METHODS: A recently developed multiplex immunoassay was used to measure the intensity of antibody (Ab) responses against 19 different Plasmodium specific antigens, covering different human malaria parasites and two vector saliva antigens. Therefore, 8439 blood samples from five cross-sectional surveys in Ratanakiri, Cambodia, were analysed. These involve a random selection from two selected surveys, and an additional set of blood samples of individuals that were randomly re-sampled three, four or five times. A generalized estimating equation model and linear regression models were fitted on log transformed antibody intensity data. RESULTS: Results showed that most (17/21) Ab-responses are higher in PCR positive than PCR negative individuals. Furthermore, these antibody-responses follow the same upward trend within each age group. Estimation of the half-lives showed differences between serological markers that reflect short- (seasonal) and long-term (year round) transmission trends. Ab levels declined significantly together with a decrease of PCR prevalence in a group of malaria endemic villages. CONCLUSION: For Plasmodium falciparum, antibodies against LSA3.RE, GLURP and Pf.GLURP.R2 are most likely to be a reflexion of recent (range from 6 to 8 months) exposure in the Mekong Subregion. PvEBP is the only Plasmodium vivax Ag responding reasonably well, in spite of an estimated Ab half-life of more than 1 year. The use of Ab intensity data rather dichotomizing the continuous Ab-titre data (positive vs negative) will lead to an improved approach for serological surveillance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1576-z) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-04 /pmc/articles/PMC5096337/ /pubmed/27809852 http://dx.doi.org/10.1186/s12936-016-1576-z Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Kerkhof, Karen Sluydts, Vincent Willen, Laura Kim, Saorin Canier, Lydie Heng, Somony Tsuboi, Takafumi Sochantha, Tho Sovannaroth, Siv Ménard, Didier Coosemans, Marc Durnez, Lies Serological markers to measure recent changes in malaria at population level in Cambodia |
title | Serological markers to measure recent changes in malaria at population level in Cambodia |
title_full | Serological markers to measure recent changes in malaria at population level in Cambodia |
title_fullStr | Serological markers to measure recent changes in malaria at population level in Cambodia |
title_full_unstemmed | Serological markers to measure recent changes in malaria at population level in Cambodia |
title_short | Serological markers to measure recent changes in malaria at population level in Cambodia |
title_sort | serological markers to measure recent changes in malaria at population level in cambodia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5096337/ https://www.ncbi.nlm.nih.gov/pubmed/27809852 http://dx.doi.org/10.1186/s12936-016-1576-z |
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