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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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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. |
format | Online Article Text |
id | pubmed-9293725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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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