Cargando…
Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents
The development of novel therapeutics is urgently required for diseases where existing treatments are failing due to the emergence of resistance. This is particularly pertinent for parasitic infections of the tropics and sub-tropics, referred to collectively as neglected tropical diseases, where the...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211772/ https://www.ncbi.nlm.nih.gov/pubmed/30346968 http://dx.doi.org/10.1371/journal.pcbi.1006515 |
_version_ | 1783367407535915008 |
---|---|
author | Giuliani, Sandra Silva, Arthur C. Borba, Joyce V. V. B. Ramos, Pablo I. P. Paveley, Ross A. Muratov, Eugene N. Andrade, Carolina Horta Furnham, Nicholas |
author_facet | Giuliani, Sandra Silva, Arthur C. Borba, Joyce V. V. B. Ramos, Pablo I. P. Paveley, Ross A. Muratov, Eugene N. Andrade, Carolina Horta Furnham, Nicholas |
author_sort | Giuliani, Sandra |
collection | PubMed |
description | The development of novel therapeutics is urgently required for diseases where existing treatments are failing due to the emergence of resistance. This is particularly pertinent for parasitic infections of the tropics and sub-tropics, referred to collectively as neglected tropical diseases, where the commercial incentives to develop new drugs are weak. One such disease is schistosomiasis, a highly prevalent acute and chronic condition caused by a parasitic helminth infection, with three species of the genus Schistosoma infecting humans. Currently, a single 40-year old drug, praziquantel, is available to treat all infective species, but its use in mass drug administration is leading to signs of drug-resistance emerging. To meet the challenge of developing new therapeutics against this disease, we developed an innovative computational drug repurposing pipeline supported by phenotypic screening. The approach highlighted several protein kinases as interesting new biological targets for schistosomiasis as they play an essential role in many parasite’s biological processes. Focusing on this target class, we also report the first elucidation of the kinome of Schistosoma japonicum, as well as updated kinomes of S. mansoni and S. haematobium. In comparison with the human kinome, we explored these kinomes to identify potential targets of existing inhibitors which are unique to Schistosoma species, allowing us to identify novel targets and suggest approved drugs that might inhibit them. These include previously suggested schistosomicidal agents such as bosutinib, dasatinib, and imatinib as well as new inhibitors such as vandetanib, saracatinib, tideglusib, alvocidib, dinaciclib, and 22 newly identified targets such as CHK1, CDC2, WEE, PAKA, MEK1. Additionally, the primary and secondary targets in Schistosoma of those approved drugs are also suggested, allowing for the development of novel therapeutics against this important yet neglected disease. |
format | Online Article Text |
id | pubmed-6211772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-62117722018-11-19 Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents Giuliani, Sandra Silva, Arthur C. Borba, Joyce V. V. B. Ramos, Pablo I. P. Paveley, Ross A. Muratov, Eugene N. Andrade, Carolina Horta Furnham, Nicholas PLoS Comput Biol Research Article The development of novel therapeutics is urgently required for diseases where existing treatments are failing due to the emergence of resistance. This is particularly pertinent for parasitic infections of the tropics and sub-tropics, referred to collectively as neglected tropical diseases, where the commercial incentives to develop new drugs are weak. One such disease is schistosomiasis, a highly prevalent acute and chronic condition caused by a parasitic helminth infection, with three species of the genus Schistosoma infecting humans. Currently, a single 40-year old drug, praziquantel, is available to treat all infective species, but its use in mass drug administration is leading to signs of drug-resistance emerging. To meet the challenge of developing new therapeutics against this disease, we developed an innovative computational drug repurposing pipeline supported by phenotypic screening. The approach highlighted several protein kinases as interesting new biological targets for schistosomiasis as they play an essential role in many parasite’s biological processes. Focusing on this target class, we also report the first elucidation of the kinome of Schistosoma japonicum, as well as updated kinomes of S. mansoni and S. haematobium. In comparison with the human kinome, we explored these kinomes to identify potential targets of existing inhibitors which are unique to Schistosoma species, allowing us to identify novel targets and suggest approved drugs that might inhibit them. These include previously suggested schistosomicidal agents such as bosutinib, dasatinib, and imatinib as well as new inhibitors such as vandetanib, saracatinib, tideglusib, alvocidib, dinaciclib, and 22 newly identified targets such as CHK1, CDC2, WEE, PAKA, MEK1. Additionally, the primary and secondary targets in Schistosoma of those approved drugs are also suggested, allowing for the development of novel therapeutics against this important yet neglected disease. Public Library of Science 2018-10-22 /pmc/articles/PMC6211772/ /pubmed/30346968 http://dx.doi.org/10.1371/journal.pcbi.1006515 Text en © 2018 Giuliani 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 Giuliani, Sandra Silva, Arthur C. Borba, Joyce V. V. B. Ramos, Pablo I. P. Paveley, Ross A. Muratov, Eugene N. Andrade, Carolina Horta Furnham, Nicholas Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
title | Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
title_full | Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
title_fullStr | Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
title_full_unstemmed | Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
title_short | Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
title_sort | computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211772/ https://www.ncbi.nlm.nih.gov/pubmed/30346968 http://dx.doi.org/10.1371/journal.pcbi.1006515 |
work_keys_str_mv | AT giulianisandra computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT silvaarthurc computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT borbajoycevvb computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT ramospabloip computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT paveleyrossa computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT muratoveugenen computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT andradecarolinahorta computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents AT furnhamnicholas computationallyguideddrugrepurposingenablesthediscoveryofkinasetargetsandinhibitorsasnewschistosomicidalagents |