In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.

Morbidity and mortality caused by schistosomiasis are serious public health problems in developing countries. Because praziquantel is the only drug in therapeutic use, the risk of drug resistance is a concern. In the search for new schistosomicidal drugs, we performed a target-based chemogenomics sc...

Full description

Bibliographic Details
Main Authors: Bruno J Neves, Rodolpho C Braga, José C B Bezerra, Pedro V L Cravo, Carolina H Andrade
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS Neglected Tropical Diseases
Online Access:http://europepmc.org/articles/PMC4287566?pdf=render
id doaj-2da02339d91d4fb483b590ad5f679ffc
record_format Article
spelling doaj-2da02339d91d4fb483b590ad5f679ffc2020-11-25T01:38:43ZengPublic Library of Science (PLoS)PLoS Neglected Tropical Diseases1935-27271935-27352015-01-0191e343510.1371/journal.pntd.0003435In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.Bruno J NevesRodolpho C BragaJosé C B BezerraPedro V L CravoCarolina H AndradeMorbidity and mortality caused by schistosomiasis are serious public health problems in developing countries. Because praziquantel is the only drug in therapeutic use, the risk of drug resistance is a concern. In the search for new schistosomicidal drugs, we performed a target-based chemogenomics screen of a dataset of 2,114 proteins to identify drugs that are approved for clinical use in humans that may be active against multiple life stages of Schistosoma mansoni. Each of these proteins was treated as a potential drug target, and its amino acid sequence was used to interrogate three databases: Therapeutic Target Database (TTD), DrugBank and STITCH. Predicted drug-target interactions were refined using a combination of approaches, including pairwise alignment, conservation state of functional regions and chemical space analysis. To validate our strategy, several drugs previously shown to be active against Schistosoma species were correctly predicted, such as clonazepam, auranofin, nifedipine, and artesunate. We were also able to identify 115 drugs that have not yet been experimentally tested against schistosomes and that require further assessment. Some examples are aprindine, gentamicin, clotrimazole, tetrabenazine, griseofulvin, and cinnarizine. In conclusion, we have developed a systematic and focused computer-aided approach to propose approved drugs that may warrant testing and/or serve as lead compounds for the design of new drugs against schistosomes.http://europepmc.org/articles/PMC4287566?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Bruno J Neves
Rodolpho C Braga
José C B Bezerra
Pedro V L Cravo
Carolina H Andrade
spellingShingle Bruno J Neves
Rodolpho C Braga
José C B Bezerra
Pedro V L Cravo
Carolina H Andrade
In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.
PLoS Neglected Tropical Diseases
author_facet Bruno J Neves
Rodolpho C Braga
José C B Bezerra
Pedro V L Cravo
Carolina H Andrade
author_sort Bruno J Neves
title In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.
title_short In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.
title_full In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.
title_fullStr In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.
title_full_unstemmed In silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of Schistosoma mansoni.
title_sort in silico repositioning-chemogenomics strategy identifies new drugs with potential activity against multiple life stages of schistosoma mansoni.
publisher Public Library of Science (PLoS)
series PLoS Neglected Tropical Diseases
issn 1935-2727
1935-2735
publishDate 2015-01-01
description Morbidity and mortality caused by schistosomiasis are serious public health problems in developing countries. Because praziquantel is the only drug in therapeutic use, the risk of drug resistance is a concern. In the search for new schistosomicidal drugs, we performed a target-based chemogenomics screen of a dataset of 2,114 proteins to identify drugs that are approved for clinical use in humans that may be active against multiple life stages of Schistosoma mansoni. Each of these proteins was treated as a potential drug target, and its amino acid sequence was used to interrogate three databases: Therapeutic Target Database (TTD), DrugBank and STITCH. Predicted drug-target interactions were refined using a combination of approaches, including pairwise alignment, conservation state of functional regions and chemical space analysis. To validate our strategy, several drugs previously shown to be active against Schistosoma species were correctly predicted, such as clonazepam, auranofin, nifedipine, and artesunate. We were also able to identify 115 drugs that have not yet been experimentally tested against schistosomes and that require further assessment. Some examples are aprindine, gentamicin, clotrimazole, tetrabenazine, griseofulvin, and cinnarizine. In conclusion, we have developed a systematic and focused computer-aided approach to propose approved drugs that may warrant testing and/or serve as lead compounds for the design of new drugs against schistosomes.
url http://europepmc.org/articles/PMC4287566?pdf=render
work_keys_str_mv AT brunojneves insilicorepositioningchemogenomicsstrategyidentifiesnewdrugswithpotentialactivityagainstmultiplelifestagesofschistosomamansoni
AT rodolphocbraga insilicorepositioningchemogenomicsstrategyidentifiesnewdrugswithpotentialactivityagainstmultiplelifestagesofschistosomamansoni
AT josecbbezerra insilicorepositioningchemogenomicsstrategyidentifiesnewdrugswithpotentialactivityagainstmultiplelifestagesofschistosomamansoni
AT pedrovlcravo insilicorepositioningchemogenomicsstrategyidentifiesnewdrugswithpotentialactivityagainstmultiplelifestagesofschistosomamansoni
AT carolinahandrade insilicorepositioningchemogenomicsstrategyidentifiesnewdrugswithpotentialactivityagainstmultiplelifestagesofschistosomamansoni
_version_ 1725051921243308032