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Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies
BACKGROUND: Malaria is a major global health problem, with the Plasmodium falciparum protozoan parasite causing the most severe form of the disease. Prevalence of drug-resistant P. falciparum highlights the need to understand the biology of resistance and to identify novel combination therapies that...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466727/ https://www.ncbi.nlm.nih.gov/pubmed/30987583 http://dx.doi.org/10.1186/s12859-019-2756-y |
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author | Untaroiu, Ana M. Carey, Maureen A. Guler, Jennifer L. Papin, Jason A. |
author_facet | Untaroiu, Ana M. Carey, Maureen A. Guler, Jennifer L. Papin, Jason A. |
author_sort | Untaroiu, Ana M. |
collection | PubMed |
description | BACKGROUND: Malaria is a major global health problem, with the Plasmodium falciparum protozoan parasite causing the most severe form of the disease. Prevalence of drug-resistant P. falciparum highlights the need to understand the biology of resistance and to identify novel combination therapies that are effective against resistant parasites. Resistance has compromised the therapeutic use of many antimalarial drugs, including chloroquine, and limited our ability to treat malaria across the world. Fortunately, chloroquine resistance comes at a fitness cost to the parasite; this can be leveraged in developing combination therapies or to reinstate use of chloroquine. RESULTS: To understand biological changes induced by chloroquine treatment, we compared transcriptomics data from chloroquine-resistant parasites in the presence or absence of the drug. Using both linear models and a genome-scale metabolic network reconstruction of the parasite to interpret the expression data, we identified targetable pathways in resistant parasites. This study identified an increased importance of lipid synthesis, glutathione production/cycling, isoprenoids biosynthesis, and folate metabolism in response to chloroquine. CONCLUSIONS: We identified potential drug targets for chloroquine combination therapies. Significantly, our analysis predicts that the combination of chloroquine and sulfadoxine-pyrimethamine or fosmidomycin may be more effective against chloroquine-resistant parasites than either drug alone; further studies will explore the use of these drugs as chloroquine resistance blockers. Additional metabolic weaknesses were found in glutathione generation and lipid synthesis during chloroquine treatment. These processes could be targeted with novel inhibitors to reduce parasite growth and reduce the burden of malaria infections. Thus, we identified metabolic weaknesses of chloroquine-resistant parasites and propose targeted chloroquine combination therapies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2756-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6466727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64667272019-04-22 Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies Untaroiu, Ana M. Carey, Maureen A. Guler, Jennifer L. Papin, Jason A. BMC Bioinformatics Research Article BACKGROUND: Malaria is a major global health problem, with the Plasmodium falciparum protozoan parasite causing the most severe form of the disease. Prevalence of drug-resistant P. falciparum highlights the need to understand the biology of resistance and to identify novel combination therapies that are effective against resistant parasites. Resistance has compromised the therapeutic use of many antimalarial drugs, including chloroquine, and limited our ability to treat malaria across the world. Fortunately, chloroquine resistance comes at a fitness cost to the parasite; this can be leveraged in developing combination therapies or to reinstate use of chloroquine. RESULTS: To understand biological changes induced by chloroquine treatment, we compared transcriptomics data from chloroquine-resistant parasites in the presence or absence of the drug. Using both linear models and a genome-scale metabolic network reconstruction of the parasite to interpret the expression data, we identified targetable pathways in resistant parasites. This study identified an increased importance of lipid synthesis, glutathione production/cycling, isoprenoids biosynthesis, and folate metabolism in response to chloroquine. CONCLUSIONS: We identified potential drug targets for chloroquine combination therapies. Significantly, our analysis predicts that the combination of chloroquine and sulfadoxine-pyrimethamine or fosmidomycin may be more effective against chloroquine-resistant parasites than either drug alone; further studies will explore the use of these drugs as chloroquine resistance blockers. Additional metabolic weaknesses were found in glutathione generation and lipid synthesis during chloroquine treatment. These processes could be targeted with novel inhibitors to reduce parasite growth and reduce the burden of malaria infections. Thus, we identified metabolic weaknesses of chloroquine-resistant parasites and propose targeted chloroquine combination therapies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2756-y) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-15 /pmc/articles/PMC6466727/ /pubmed/30987583 http://dx.doi.org/10.1186/s12859-019-2756-y Text en © The Author(s). 2019 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 Article Untaroiu, Ana M. Carey, Maureen A. Guler, Jennifer L. Papin, Jason A. Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
title | Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
title_full | Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
title_fullStr | Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
title_full_unstemmed | Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
title_short | Leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
title_sort | leveraging the effects of chloroquine on resistant malaria parasites for combination therapies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466727/ https://www.ncbi.nlm.nih.gov/pubmed/30987583 http://dx.doi.org/10.1186/s12859-019-2756-y |
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