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dc.contributor.author
Ochoa, Rodrigo  
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Ortega Pajares, Amaya  
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Castello, Florencia Andrea  
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Serral, Federico  
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Fernández Do Porto, Darío Augusto  
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Villa Pulgarin, Janny A.  
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Varela M., Rubén E.  
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Muskus, Carlos  
dc.date.available
2022-09-30T18:55:05Z  
dc.date.issued
2021-07-16  
dc.identifier.citation
Ochoa, Rodrigo; Ortega Pajares, Amaya; Castello, Florencia Andrea; Serral, Federico; Fernández Do Porto, Darío Augusto; et al.; Identification of Potential Kinase Inhibitors within the PI3K/AKT Pathway of Leishmania Species; Multidisciplinary Digital Publishing Institute; Biomolecules; 11; 7; 16-7-2021; 1-16  
dc.identifier.uri
http://hdl.handle.net/11336/171325  
dc.description.abstract
Leishmaniasis is a public health disease that requires the development of more effective treatments and the identification of novel molecular targets. Since blocking the PI3K/AKT pathway has been successfully studied as an effective anticancer strategy for decades, we examined whether the same approach would also be feasible in Leishmania due to their high amount and diverse set of annotated proteins. Here, we used a best reciprocal hits protocol to identify potential protein kinase homologues in an annotated human PI3K/AKT pathway. We calculated their ligandibility based on available bioactivity data of the reported homologues and modelled their 3D structures to estimate the druggability of their binding pockets. The models were used to run a virtual screening method with molecular docking. We found and studied five protein kinases in five different Leishmania species, which are AKT, CDK, AMPK, mTOR and GSK3 homologues from the studied pathways. The compounds found for different enzymes and species were analysed and suggested as starting point scaffolds for the design of inhibitors. We studied the kinases’ participation in protein–protein interaction networks, and the potential deleterious effects, if inhibited, were supported with the literature. In the case of Leishmania GSK3, an inhibitor of its human counterpart, prioritized by our method, was validated in vitro to test its anti-Leishmania activity and indirectly infer the presence of the enzyme in the parasite. The analysis contributes to improving the knowledge about the presence of similar signalling pathways in Leishmania, as well as the discovery of compounds acting against any of these kinases as potential molecular targets in the parasite.  
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application/pdf  
dc.language.iso
eng  
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Multidisciplinary Digital Publishing Institute  
dc.rights
info:eu-repo/semantics/openAccess  
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https://creativecommons.org/licenses/by/2.5/ar/  
dc.subject
Kinases  
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Bioinformatics  
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Drug discovery  
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Molecular docking  
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PI3K/AKT pathway  
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Biología Celular, Microbiología  
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Ciencias Biológicas  
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CIENCIAS NATURALES Y EXACTAS  
dc.title
Identification of Potential Kinase Inhibitors within the PI3K/AKT Pathway of Leishmania Species  
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info:eu-repo/semantics/article  
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info:ar-repo/semantics/artículo  
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info:eu-repo/semantics/publishedVersion  
dc.date.updated
2022-08-09T11:50:05Z  
dc.identifier.eissn
2218-273X  
dc.journal.volume
11  
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7  
dc.journal.pagination
1-16  
dc.journal.pais
Suiza  
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Basel  
dc.conicet.avisoEditorial
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).  
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Fil: Ochoa, Rodrigo. Universidad de Antioquia; Colombia  
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Fil: Ortega Pajares, Amaya. University of Melbourne; Australia  
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Fil: Castello, Florencia Andrea. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Cálculo; Argentina  
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Fil: Serral, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Cálculo; Argentina  
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Fil: Fernández Do Porto, Darío Augusto. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Cálculo; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina  
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Fil: Villa Pulgarin, Janny A.. Coorporación Universitaria Remington; Colombia  
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Fil: Varela M., Rubén E.. Universidad Santiago de Cali; Colombia  
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Fil: Muskus, Carlos. Universidad de Antioquia; Colombia  
dc.journal.title
Biomolecules  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.mdpi.com/2218-273X/11/7/1037  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.3390/biom11071037