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Artículo

Identification of Potential Kinase Inhibitors within the PI3K/AKT Pathway of Leishmania Species

Ochoa, Rodrigo; Ortega Pajares, Amaya; Castello, Florencia AndreaIcon ; Serral, FedericoIcon ; Fernández Do Porto, Darío AugustoIcon ; Villa Pulgarin, Janny A.; Varela M., Rubén E.; Muskus, Carlos
Fecha de publicación: 16/07/2021
Editorial: Multidisciplinary Digital Publishing Institute
Revista: Biomolecules
e-ISSN: 2218-273X
Idioma: Inglés
Tipo de recurso: Artículo publicado
Clasificación temática:
Biología Celular, Microbiología

Resumen

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.
Palabras clave: Kinases , Bioinformatics , Drug discovery , Molecular docking , PI3K/AKT pathway
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info:eu-repo/semantics/openAccess Excepto donde se diga explícitamente, este item se publica bajo la siguiente descripción: Creative Commons Attribution 2.5 Unported (CC BY 2.5)
Identificadores
URI: http://hdl.handle.net/11336/171325
URL: https://www.mdpi.com/2218-273X/11/7/1037
DOI: http://dx.doi.org/10.3390/biom11071037
Colecciones
Articulos (IC)
Articulos de INSTITUTO DE CALCULO
Citación
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
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