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Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations

Leishmaniasis is a debilitating disease caused by the parasite Leishmania. There is extensive clinical polymorphism, including variable responsiveness to treatment. We study Leishmania donovani parasites isolated from visceral leishmaniasis patients in Nepal that responded differently to antimonial...

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Autores principales: t'Kindt, Ruben, Scheltema, Richard A., Jankevics, Andris, Brunker, Kirstyn, Rijal, Suman, Dujardin, Jean-Claude, Breitling, Rainer, Watson, David G., Coombs, Graham H., Decuypere, Saskia
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2994915/
https://www.ncbi.nlm.nih.gov/pubmed/21152055
http://dx.doi.org/10.1371/journal.pntd.0000904
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author t'Kindt, Ruben
Scheltema, Richard A.
Jankevics, Andris
Brunker, Kirstyn
Rijal, Suman
Dujardin, Jean-Claude
Breitling, Rainer
Watson, David G.
Coombs, Graham H.
Decuypere, Saskia
author_facet t'Kindt, Ruben
Scheltema, Richard A.
Jankevics, Andris
Brunker, Kirstyn
Rijal, Suman
Dujardin, Jean-Claude
Breitling, Rainer
Watson, David G.
Coombs, Graham H.
Decuypere, Saskia
author_sort t'Kindt, Ruben
collection PubMed
description Leishmaniasis is a debilitating disease caused by the parasite Leishmania. There is extensive clinical polymorphism, including variable responsiveness to treatment. We study Leishmania donovani parasites isolated from visceral leishmaniasis patients in Nepal that responded differently to antimonial treatment due to differing intrinsic drug sensitivity of the parasites. Here, we present a proof-of-principle study in which we applied a metabolomics pipeline specifically developed for L. donovani to characterize the global metabolic differences between antimonial-sensitive and antimonial-resistant L. donovani isolates. Clones of drug-sensitive and drug-resistant parasite isolates from clinical samples were cultured in vitro and harvested for metabolomics analysis. The relative abundance of 340 metabolites was determined by ZIC-HILIC chromatography coupled to LTQ-Orbitrap mass spectrometry. Our measurements cover approximately 20% of the predicted core metabolome of Leishmania and additionally detected a large number of lipids. Drug-sensitive and drug-resistant parasites showed distinct metabolic profiles, and unsupervised clustering and principal component analysis clearly distinguished the two phenotypes. For 100 metabolites, the detected intensity differed more than three-fold between the 2 phenotypes. Many of these were in specific areas of lipid metabolism, suggesting that the membrane composition of the drug-resistant parasites is extensively modified. Untargeted metabolomics has been applied on clinical Leishmania isolates to uncover major metabolic differences between drug-sensitive and drug-resistant isolates. The identified major differences provide novel insights into the mechanisms involved in resistance to antimonial drugs, and facilitate investigations using targeted approaches to unravel the key changes mediating drug resistance.
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spelling pubmed-29949152010-12-10 Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations t'Kindt, Ruben Scheltema, Richard A. Jankevics, Andris Brunker, Kirstyn Rijal, Suman Dujardin, Jean-Claude Breitling, Rainer Watson, David G. Coombs, Graham H. Decuypere, Saskia PLoS Negl Trop Dis Research Article Leishmaniasis is a debilitating disease caused by the parasite Leishmania. There is extensive clinical polymorphism, including variable responsiveness to treatment. We study Leishmania donovani parasites isolated from visceral leishmaniasis patients in Nepal that responded differently to antimonial treatment due to differing intrinsic drug sensitivity of the parasites. Here, we present a proof-of-principle study in which we applied a metabolomics pipeline specifically developed for L. donovani to characterize the global metabolic differences between antimonial-sensitive and antimonial-resistant L. donovani isolates. Clones of drug-sensitive and drug-resistant parasite isolates from clinical samples were cultured in vitro and harvested for metabolomics analysis. The relative abundance of 340 metabolites was determined by ZIC-HILIC chromatography coupled to LTQ-Orbitrap mass spectrometry. Our measurements cover approximately 20% of the predicted core metabolome of Leishmania and additionally detected a large number of lipids. Drug-sensitive and drug-resistant parasites showed distinct metabolic profiles, and unsupervised clustering and principal component analysis clearly distinguished the two phenotypes. For 100 metabolites, the detected intensity differed more than three-fold between the 2 phenotypes. Many of these were in specific areas of lipid metabolism, suggesting that the membrane composition of the drug-resistant parasites is extensively modified. Untargeted metabolomics has been applied on clinical Leishmania isolates to uncover major metabolic differences between drug-sensitive and drug-resistant isolates. The identified major differences provide novel insights into the mechanisms involved in resistance to antimonial drugs, and facilitate investigations using targeted approaches to unravel the key changes mediating drug resistance. Public Library of Science 2010-11-30 /pmc/articles/PMC2994915/ /pubmed/21152055 http://dx.doi.org/10.1371/journal.pntd.0000904 Text en t'Kindt et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
t'Kindt, Ruben
Scheltema, Richard A.
Jankevics, Andris
Brunker, Kirstyn
Rijal, Suman
Dujardin, Jean-Claude
Breitling, Rainer
Watson, David G.
Coombs, Graham H.
Decuypere, Saskia
Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations
title Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations
title_full Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations
title_fullStr Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations
title_full_unstemmed Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations
title_short Metabolomics to Unveil and Understand Phenotypic Diversity between Pathogen Populations
title_sort metabolomics to unveil and understand phenotypic diversity between pathogen populations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2994915/
https://www.ncbi.nlm.nih.gov/pubmed/21152055
http://dx.doi.org/10.1371/journal.pntd.0000904
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