A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals
Abstract Background Antibodies play a central role in naturally acquired immunity against Plasmodium falciparum . Current assays to detect anti-plasmodial antibodies against native antigens within their cellular context are prone to bias and cannot be automated, although they provide important infor...
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ftdoajarticles:oai:doaj.org/article:e6df35e18d054f2e8d41c125c8e5925a 2023-05-15T15:18:04+02:00 A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals Ajua Anthony Engleitner Thomas Esen Meral Theisen Michael Issifou Saadou Mordmüller Benjamin 2012-11-01T00:00:00Z https://doi.org/10.1186/1475-2875-11-367 https://doaj.org/article/e6df35e18d054f2e8d41c125c8e5925a EN eng BMC http://www.malariajournal.com/content/11/1/367 https://doaj.org/toc/1475-2875 doi:10.1186/1475-2875-11-367 1475-2875 https://doaj.org/article/e6df35e18d054f2e8d41c125c8e5925a Malaria Journal, Vol 11, Iss 1, p 367 (2012) Malaria Flow cytometry-based IFA Algorithmic data analysis Anti-malarial antibodies Human serum Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2012 ftdoajarticles https://doi.org/10.1186/1475-2875-11-367 2022-12-30T22:15:04Z Abstract Background Antibodies play a central role in naturally acquired immunity against Plasmodium falciparum . Current assays to detect anti-plasmodial antibodies against native antigens within their cellular context are prone to bias and cannot be automated, although they provide important information about natural exposure and vaccine immunogenicity. A novel, cytometry-based workflow for quantitative detection of anti-plasmodial antibodies in human serum is presented. Methods Fixed red blood cells (RBCs), infected with late stages of P . falciparum were utilized to detect malaria-specific antibodies by flow cytometry with subsequent automated data analysis. Available methods for data-driven analysis of cytometry data were assessed and a new overlap subtraction algorithm (OSA) based on open source software was developed. The complete workflow was evaluated using sera from two GMZ2 malaria vaccine trials in semi-immune adults and pre-school children residing in a malaria endemic area. Results Fixation, permeabilization, and staining of infected RBCs were adapted for best operation in flow cytometry. As asexual blood-stage vaccine candidates are designed to induce antibody patterns similar to those in semi-immune adults, serial dilutions of sera from heavily exposed individuals were compared to naïve controls to determine optimal antibody dilutions. To eliminate investigator effects introduced by manual gating, a non-biased algorithm (OSA) for data-driven gating was developed. OSA-derived results correlated well with those obtained by manual gating (r between 0.79 and 0.99) and outperformed other model-driven gating methods. Bland-Altman plots confirmed the agreement of manual gating and OSA-derived results. A 1.33-fold increase (p=0.003) in the number of positive cells after vaccination in a subgroup of pre-school children vaccinated with 100 μg GMZ2 was present and in vaccinated adults from the same region we measured a baseline-corrected 1.23-fold, vaccine-induced increase in mean fluorescence intensity of ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 11 1 367 |
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English |
topic |
Malaria Flow cytometry-based IFA Algorithmic data analysis Anti-malarial antibodies Human serum Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
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Malaria Flow cytometry-based IFA Algorithmic data analysis Anti-malarial antibodies Human serum Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 Ajua Anthony Engleitner Thomas Esen Meral Theisen Michael Issifou Saadou Mordmüller Benjamin A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
topic_facet |
Malaria Flow cytometry-based IFA Algorithmic data analysis Anti-malarial antibodies Human serum Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
description |
Abstract Background Antibodies play a central role in naturally acquired immunity against Plasmodium falciparum . Current assays to detect anti-plasmodial antibodies against native antigens within their cellular context are prone to bias and cannot be automated, although they provide important information about natural exposure and vaccine immunogenicity. A novel, cytometry-based workflow for quantitative detection of anti-plasmodial antibodies in human serum is presented. Methods Fixed red blood cells (RBCs), infected with late stages of P . falciparum were utilized to detect malaria-specific antibodies by flow cytometry with subsequent automated data analysis. Available methods for data-driven analysis of cytometry data were assessed and a new overlap subtraction algorithm (OSA) based on open source software was developed. The complete workflow was evaluated using sera from two GMZ2 malaria vaccine trials in semi-immune adults and pre-school children residing in a malaria endemic area. Results Fixation, permeabilization, and staining of infected RBCs were adapted for best operation in flow cytometry. As asexual blood-stage vaccine candidates are designed to induce antibody patterns similar to those in semi-immune adults, serial dilutions of sera from heavily exposed individuals were compared to naïve controls to determine optimal antibody dilutions. To eliminate investigator effects introduced by manual gating, a non-biased algorithm (OSA) for data-driven gating was developed. OSA-derived results correlated well with those obtained by manual gating (r between 0.79 and 0.99) and outperformed other model-driven gating methods. Bland-Altman plots confirmed the agreement of manual gating and OSA-derived results. A 1.33-fold increase (p=0.003) in the number of positive cells after vaccination in a subgroup of pre-school children vaccinated with 100 μg GMZ2 was present and in vaccinated adults from the same region we measured a baseline-corrected 1.23-fold, vaccine-induced increase in mean fluorescence intensity of ... |
format |
Article in Journal/Newspaper |
author |
Ajua Anthony Engleitner Thomas Esen Meral Theisen Michael Issifou Saadou Mordmüller Benjamin |
author_facet |
Ajua Anthony Engleitner Thomas Esen Meral Theisen Michael Issifou Saadou Mordmüller Benjamin |
author_sort |
Ajua Anthony |
title |
A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
title_short |
A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
title_full |
A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
title_fullStr |
A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
title_full_unstemmed |
A flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
title_sort |
flow cytometry-based workflow for detection and quantification of anti-plasmodial antibodies in vaccinated and naturally exposed individuals |
publisher |
BMC |
publishDate |
2012 |
url |
https://doi.org/10.1186/1475-2875-11-367 https://doaj.org/article/e6df35e18d054f2e8d41c125c8e5925a |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
Malaria Journal, Vol 11, Iss 1, p 367 (2012) |
op_relation |
http://www.malariajournal.com/content/11/1/367 https://doaj.org/toc/1475-2875 doi:10.1186/1475-2875-11-367 1475-2875 https://doaj.org/article/e6df35e18d054f2e8d41c125c8e5925a |
op_doi |
https://doi.org/10.1186/1475-2875-11-367 |
container_title |
Malaria Journal |
container_volume |
11 |
container_issue |
1 |
container_start_page |
367 |
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1766348295259553792 |