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Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets
Malaria causes about half a million deaths annually, with Plasmodium falciparum being responsible for 90% of all the cases. Recent reports on artemisinin resistance in Southeast Asia warrant urgent discovery of novel drugs for the treatment of malaria. However, most bioactive compounds fail to progr...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663372/ https://www.ncbi.nlm.nih.gov/pubmed/29088219 http://dx.doi.org/10.1371/journal.pone.0186364 |
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author | Mogire, Reagan M. Akala, Hoseah M. Macharia, Rosaline W. Juma, Dennis W. Cheruiyot, Agnes C. Andagalu, Ben Brown, Mathew L. El-Shemy, Hany A. Nyanjom, Steven G. |
author_facet | Mogire, Reagan M. Akala, Hoseah M. Macharia, Rosaline W. Juma, Dennis W. Cheruiyot, Agnes C. Andagalu, Ben Brown, Mathew L. El-Shemy, Hany A. Nyanjom, Steven G. |
author_sort | Mogire, Reagan M. |
collection | PubMed |
description | Malaria causes about half a million deaths annually, with Plasmodium falciparum being responsible for 90% of all the cases. Recent reports on artemisinin resistance in Southeast Asia warrant urgent discovery of novel drugs for the treatment of malaria. However, most bioactive compounds fail to progress to treatments due to safety concerns. Drug repositioning offers an alternative strategy where drugs that have already been approved as safe for other diseases could be used to treat malaria. This study screened approved drugs for antimalarial activity using an in silico chemogenomics approach prior to in vitro verification. All the P. falciparum proteins sequences available in NCBI RefSeq were mined and used to perform a similarity search against DrugBank, TTD and STITCH databases to identify similar putative drug targets. Druggability indices of the potential P. falciparum drug targets were obtained from TDR targets database. Functional amino acid residues of the drug targets were determined using ConSurf server which was used to fine tune the similarity search. This study predicted 133 approved drugs that could target 34 P. falciparum proteins. A literature search done at PubMed and Google Scholar showed 105 out of the 133 drugs to have been previously tested against malaria, with most showing activity. For further validation, drug susceptibility assays using SYBR Green I method were done on a representative group of 10 predicted drugs, eight of which did show activity against P. falciparum 3D7 clone. Seven had IC(50) values ranging from 1 μM to 50 μM. This study also suggests drug-target association and hence possible mechanisms of action of drugs that did show antiplasmodial activity. The study results validate the use of proteome-wide target similarity approach in identifying approved drugs with activity against P. falciparum and could be adapted for other pathogens. |
format | Online Article Text |
id | pubmed-5663372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56633722017-11-09 Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets Mogire, Reagan M. Akala, Hoseah M. Macharia, Rosaline W. Juma, Dennis W. Cheruiyot, Agnes C. Andagalu, Ben Brown, Mathew L. El-Shemy, Hany A. Nyanjom, Steven G. PLoS One Research Article Malaria causes about half a million deaths annually, with Plasmodium falciparum being responsible for 90% of all the cases. Recent reports on artemisinin resistance in Southeast Asia warrant urgent discovery of novel drugs for the treatment of malaria. However, most bioactive compounds fail to progress to treatments due to safety concerns. Drug repositioning offers an alternative strategy where drugs that have already been approved as safe for other diseases could be used to treat malaria. This study screened approved drugs for antimalarial activity using an in silico chemogenomics approach prior to in vitro verification. All the P. falciparum proteins sequences available in NCBI RefSeq were mined and used to perform a similarity search against DrugBank, TTD and STITCH databases to identify similar putative drug targets. Druggability indices of the potential P. falciparum drug targets were obtained from TDR targets database. Functional amino acid residues of the drug targets were determined using ConSurf server which was used to fine tune the similarity search. This study predicted 133 approved drugs that could target 34 P. falciparum proteins. A literature search done at PubMed and Google Scholar showed 105 out of the 133 drugs to have been previously tested against malaria, with most showing activity. For further validation, drug susceptibility assays using SYBR Green I method were done on a representative group of 10 predicted drugs, eight of which did show activity against P. falciparum 3D7 clone. Seven had IC(50) values ranging from 1 μM to 50 μM. This study also suggests drug-target association and hence possible mechanisms of action of drugs that did show antiplasmodial activity. The study results validate the use of proteome-wide target similarity approach in identifying approved drugs with activity against P. falciparum and could be adapted for other pathogens. Public Library of Science 2017-10-31 /pmc/articles/PMC5663372/ /pubmed/29088219 http://dx.doi.org/10.1371/journal.pone.0186364 Text en © 2017 Mogire 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 (http://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 Mogire, Reagan M. Akala, Hoseah M. Macharia, Rosaline W. Juma, Dennis W. Cheruiyot, Agnes C. Andagalu, Ben Brown, Mathew L. El-Shemy, Hany A. Nyanjom, Steven G. Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
title | Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
title_full | Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
title_fullStr | Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
title_full_unstemmed | Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
title_short | Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
title_sort | target-similarity search using plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663372/ https://www.ncbi.nlm.nih.gov/pubmed/29088219 http://dx.doi.org/10.1371/journal.pone.0186364 |
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