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Multimodal biomarker discovery for active Onchocerca volvulus infection
The neglected tropical disease onchocerciasis, or river blindness, is caused by infection with the filarial nematode Onchocerca volvulus. Current estimates indicate that 17 million people are infected worldwide, the majority of them living in Africa. Today there are no non-invasive tests available t...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659328/ https://www.ncbi.nlm.nih.gov/pubmed/34843471 http://dx.doi.org/10.1371/journal.pntd.0009999 |
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author | Lagatie, Ole Njumbe Ediage, Emmanuel Van Roosbroeck, Dirk Van Asten, Stijn Verheyen, Ann Batsa Debrah, Linda Debrah, Alex Odiere, Maurice R. T’Kindt, Ruben Dumont, Emmie Sandra, Koen Dillen, Lieve Verhaeghe, Tom Vreeken, Rob Cuyckens, Filip Stuyver, Lieven J. |
author_facet | Lagatie, Ole Njumbe Ediage, Emmanuel Van Roosbroeck, Dirk Van Asten, Stijn Verheyen, Ann Batsa Debrah, Linda Debrah, Alex Odiere, Maurice R. T’Kindt, Ruben Dumont, Emmie Sandra, Koen Dillen, Lieve Verhaeghe, Tom Vreeken, Rob Cuyckens, Filip Stuyver, Lieven J. |
author_sort | Lagatie, Ole |
collection | PubMed |
description | The neglected tropical disease onchocerciasis, or river blindness, is caused by infection with the filarial nematode Onchocerca volvulus. Current estimates indicate that 17 million people are infected worldwide, the majority of them living in Africa. Today there are no non-invasive tests available that can detect ongoing infection, and that can be used for effective monitoring of elimination programs. In addition, to enable pharmacodynamic studies with novel macrofilaricide drug candidates, surrogate endpoints and efficacy biomarkers are needed but are non-existent. We describe the use of a multimodal untargeted mass spectrometry-based approach (metabolomics and lipidomics) to identify onchocerciasis-associated metabolites in urine and plasma, and of specific lipid features in plasma of infected individuals (O. volvulus infected cases: 68 individuals with palpable nodules; lymphatic filariasis cases: 8 individuals; non-endemic controls: 20 individuals). This work resulted in the identification of elevated concentrations of the plasma metabolites inosine and hypoxanthine as biomarkers for filarial infection, and of the urine metabolite cis-cinnamoylglycine (CCG) as biomarker for O. volvulus. During the targeted validation study, metabolite-specific cutoffs were determined (inosine: 34.2 ng/ml; hypoxanthine: 1380 ng/ml; CCG: 29.7 ng/ml) and sensitivity and specificity profiles were established. Subsequent evaluation of these biomarkers in a non-endemic population from a different geographical region invalidated the urine metabolite CCG as biomarker for O. volvulus. The plasma metabolites inosine and hypoxanthine were confirmed as biomarkers for filarial infection. With the availability of targeted LC-MS procedures, the full potential of these 2 biomarkers in macrofilaricide clinical trials, MDA efficacy surveys, and epidemiological transmission studies can be investigated. |
format | Online Article Text |
id | pubmed-8659328 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-86593282021-12-10 Multimodal biomarker discovery for active Onchocerca volvulus infection Lagatie, Ole Njumbe Ediage, Emmanuel Van Roosbroeck, Dirk Van Asten, Stijn Verheyen, Ann Batsa Debrah, Linda Debrah, Alex Odiere, Maurice R. T’Kindt, Ruben Dumont, Emmie Sandra, Koen Dillen, Lieve Verhaeghe, Tom Vreeken, Rob Cuyckens, Filip Stuyver, Lieven J. PLoS Negl Trop Dis Research Article The neglected tropical disease onchocerciasis, or river blindness, is caused by infection with the filarial nematode Onchocerca volvulus. Current estimates indicate that 17 million people are infected worldwide, the majority of them living in Africa. Today there are no non-invasive tests available that can detect ongoing infection, and that can be used for effective monitoring of elimination programs. In addition, to enable pharmacodynamic studies with novel macrofilaricide drug candidates, surrogate endpoints and efficacy biomarkers are needed but are non-existent. We describe the use of a multimodal untargeted mass spectrometry-based approach (metabolomics and lipidomics) to identify onchocerciasis-associated metabolites in urine and plasma, and of specific lipid features in plasma of infected individuals (O. volvulus infected cases: 68 individuals with palpable nodules; lymphatic filariasis cases: 8 individuals; non-endemic controls: 20 individuals). This work resulted in the identification of elevated concentrations of the plasma metabolites inosine and hypoxanthine as biomarkers for filarial infection, and of the urine metabolite cis-cinnamoylglycine (CCG) as biomarker for O. volvulus. During the targeted validation study, metabolite-specific cutoffs were determined (inosine: 34.2 ng/ml; hypoxanthine: 1380 ng/ml; CCG: 29.7 ng/ml) and sensitivity and specificity profiles were established. Subsequent evaluation of these biomarkers in a non-endemic population from a different geographical region invalidated the urine metabolite CCG as biomarker for O. volvulus. The plasma metabolites inosine and hypoxanthine were confirmed as biomarkers for filarial infection. With the availability of targeted LC-MS procedures, the full potential of these 2 biomarkers in macrofilaricide clinical trials, MDA efficacy surveys, and epidemiological transmission studies can be investigated. Public Library of Science 2021-11-29 /pmc/articles/PMC8659328/ /pubmed/34843471 http://dx.doi.org/10.1371/journal.pntd.0009999 Text en © 2021 Lagatie et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lagatie, Ole Njumbe Ediage, Emmanuel Van Roosbroeck, Dirk Van Asten, Stijn Verheyen, Ann Batsa Debrah, Linda Debrah, Alex Odiere, Maurice R. T’Kindt, Ruben Dumont, Emmie Sandra, Koen Dillen, Lieve Verhaeghe, Tom Vreeken, Rob Cuyckens, Filip Stuyver, Lieven J. Multimodal biomarker discovery for active Onchocerca volvulus infection |
title | Multimodal biomarker discovery for active Onchocerca volvulus infection |
title_full | Multimodal biomarker discovery for active Onchocerca volvulus infection |
title_fullStr | Multimodal biomarker discovery for active Onchocerca volvulus infection |
title_full_unstemmed | Multimodal biomarker discovery for active Onchocerca volvulus infection |
title_short | Multimodal biomarker discovery for active Onchocerca volvulus infection |
title_sort | multimodal biomarker discovery for active onchocerca volvulus infection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659328/ https://www.ncbi.nlm.nih.gov/pubmed/34843471 http://dx.doi.org/10.1371/journal.pntd.0009999 |
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