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Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria

Malaria is a tropical disease caused by Plasmodium spp. and transmitted by the bite of infected Anopheles mosquitoes. Protein kinases (PKs) play key roles in the life cycle of the etiological agent of malaria, turning these proteins attractive targets for antimalarial drug discovery campaigns. As pa...

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Autores principales: Borba, Joyce Villa Verde Bastos, Silva, Arthur de Carvalho e, do Nascimento, Marília Nunes, Ferreira, Letícia Tiburcio, Rimoldi, Aline, Starling, Luísa, Ramos, Pablo Ivan Pereira, Costa, Fabio Trindade Maranhão, Andrade, Carolina Horta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293725/
https://www.ncbi.nlm.nih.gov/pubmed/35891792
http://dx.doi.org/10.1016/j.csbj.2022.07.003
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author Borba, Joyce Villa Verde Bastos
Silva, Arthur de Carvalho e
do Nascimento, Marília Nunes
Ferreira, Letícia Tiburcio
Rimoldi, Aline
Starling, Luísa
Ramos, Pablo Ivan Pereira
Costa, Fabio Trindade Maranhão
Andrade, Carolina Horta
author_facet Borba, Joyce Villa Verde Bastos
Silva, Arthur de Carvalho e
do Nascimento, Marília Nunes
Ferreira, Letícia Tiburcio
Rimoldi, Aline
Starling, Luísa
Ramos, Pablo Ivan Pereira
Costa, Fabio Trindade Maranhão
Andrade, Carolina Horta
author_sort Borba, Joyce Villa Verde Bastos
collection PubMed
description Malaria is a tropical disease caused by Plasmodium spp. and transmitted by the bite of infected Anopheles mosquitoes. Protein kinases (PKs) play key roles in the life cycle of the etiological agent of malaria, turning these proteins attractive targets for antimalarial drug discovery campaigns. As part of an effort to understand parasite signaling functions, we report the results of a bioinformatics pipeline analysis of PKs of eight Plasmodium species. To date, no P. malariae and P. ovale kinome assemble has been conducted. We classified, curated and annotated predicted kinases to update P. falciparum, P. vivax, P. yoelii, P. berghei, P. chabaudi, and P. knowlesi kinomes published to date, as well as report for the first time the kinomes of P. malariae and P. ovale. Overall, from 76 to 97 PKs were identified among all Plasmodium spp. kinomes. Most of the kinases were assigned to seven of nine major kinase groups: AGC, CAMK, CMGC, CK1, STE, TKL, OTHER; and the Plasmodium-specific group FIKK. About 30% of kinases have been deeply classified into group, family and subfamily levels and only about 10% remained unclassified. Furthermore, updating and comparing the kinomes of P. vivax and P. falciparum allowed for the prioritization and selection of kinases as potential drug targets that could be explored for discovering new drugs against malaria. This integrated approach resulted in the selection of 37 protein kinases as potential targets and the identification of investigational compounds with moderate in vitro activity against asexual P. falciparum (3D7 and Dd2 strains) stages that could serve as starting points for the search of potent antimalarial leads in the future.
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spelling pubmed-92937252022-07-25 Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria Borba, Joyce Villa Verde Bastos Silva, Arthur de Carvalho e do Nascimento, Marília Nunes Ferreira, Letícia Tiburcio Rimoldi, Aline Starling, Luísa Ramos, Pablo Ivan Pereira Costa, Fabio Trindade Maranhão Andrade, Carolina Horta Comput Struct Biotechnol J Research Article Malaria is a tropical disease caused by Plasmodium spp. and transmitted by the bite of infected Anopheles mosquitoes. Protein kinases (PKs) play key roles in the life cycle of the etiological agent of malaria, turning these proteins attractive targets for antimalarial drug discovery campaigns. As part of an effort to understand parasite signaling functions, we report the results of a bioinformatics pipeline analysis of PKs of eight Plasmodium species. To date, no P. malariae and P. ovale kinome assemble has been conducted. We classified, curated and annotated predicted kinases to update P. falciparum, P. vivax, P. yoelii, P. berghei, P. chabaudi, and P. knowlesi kinomes published to date, as well as report for the first time the kinomes of P. malariae and P. ovale. Overall, from 76 to 97 PKs were identified among all Plasmodium spp. kinomes. Most of the kinases were assigned to seven of nine major kinase groups: AGC, CAMK, CMGC, CK1, STE, TKL, OTHER; and the Plasmodium-specific group FIKK. About 30% of kinases have been deeply classified into group, family and subfamily levels and only about 10% remained unclassified. Furthermore, updating and comparing the kinomes of P. vivax and P. falciparum allowed for the prioritization and selection of kinases as potential drug targets that could be explored for discovering new drugs against malaria. This integrated approach resulted in the selection of 37 protein kinases as potential targets and the identification of investigational compounds with moderate in vitro activity against asexual P. falciparum (3D7 and Dd2 strains) stages that could serve as starting points for the search of potent antimalarial leads in the future. Research Network of Computational and Structural Biotechnology 2022-07-08 /pmc/articles/PMC9293725/ /pubmed/35891792 http://dx.doi.org/10.1016/j.csbj.2022.07.003 Text en © 2022 Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Borba, Joyce Villa Verde Bastos
Silva, Arthur de Carvalho e
do Nascimento, Marília Nunes
Ferreira, Letícia Tiburcio
Rimoldi, Aline
Starling, Luísa
Ramos, Pablo Ivan Pereira
Costa, Fabio Trindade Maranhão
Andrade, Carolina Horta
Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria
title Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria
title_full Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria
title_fullStr Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria
title_full_unstemmed Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria
title_short Update and elucidation of Plasmodium kinomes: Prioritization of kinases as potential drug targets for malaria
title_sort update and elucidation of plasmodium kinomes: prioritization of kinases as potential drug targets for malaria
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293725/
https://www.ncbi.nlm.nih.gov/pubmed/35891792
http://dx.doi.org/10.1016/j.csbj.2022.07.003
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