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Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands
Type III beta phosphatidylinositol 4-kinase (PI4KIIIβ) is the only clinically validated drug target in Plasmodium kinases and therefore a critical target in developing novel drugs for malaria. Current PI4KIIIβ inhibitors have solubility and off-target problems. Here we set out to identify new Plasmo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8944149/ https://www.ncbi.nlm.nih.gov/pubmed/35331319 http://dx.doi.org/10.1186/s13065-022-00812-2 |
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author | Ibezim, Akachukwu Madukaife, Mbanefo S. Osigwe, Sochi C. Engel, Nadja Karuppasamy, Ramanathan Ntie-Kang, Fidele |
author_facet | Ibezim, Akachukwu Madukaife, Mbanefo S. Osigwe, Sochi C. Engel, Nadja Karuppasamy, Ramanathan Ntie-Kang, Fidele |
author_sort | Ibezim, Akachukwu |
collection | PubMed |
description | Type III beta phosphatidylinositol 4-kinase (PI4KIIIβ) is the only clinically validated drug target in Plasmodium kinases and therefore a critical target in developing novel drugs for malaria. Current PI4KIIIβ inhibitors have solubility and off-target problems. Here we set out to identify new Plasmodium PI4K ligands that could serve as leads for the development of new antimalarial drugs by building a PPI4K homology model since there was no available three-dimensional structure of PfPI4K and virtually screened a small library of ~ 22 000 fragments against it. Sixteen compounds from the fragment-based virtual screening (FBVS) were selected based on ≤ − 9.0 kcal/mol binding free energy cut-off value. These were subjected to similarity and sub-structure searching after they had passed PAINS screening and the obtained derivatives showed improved binding affinity for PfPI4K (− 10.00 to − 13.80 kcal/mol). Moreover, binding hypothesis of the top-scoring compound (31) was confirmed in a 100 ns molecular dynamics simulation and its binding pose retrieved after the system had converged at about 10 ns into the evolution was described to lay foundation for a rationale chemical-modification to optimize binding to PfPI4K. Overall, compound 31 appears to be a viable starting point for the development of PPI4K inhibitors with antimalarial activity. |
format | Online Article Text |
id | pubmed-8944149 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-89441492022-03-25 Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands Ibezim, Akachukwu Madukaife, Mbanefo S. Osigwe, Sochi C. Engel, Nadja Karuppasamy, Ramanathan Ntie-Kang, Fidele BMC Chem Research Article Type III beta phosphatidylinositol 4-kinase (PI4KIIIβ) is the only clinically validated drug target in Plasmodium kinases and therefore a critical target in developing novel drugs for malaria. Current PI4KIIIβ inhibitors have solubility and off-target problems. Here we set out to identify new Plasmodium PI4K ligands that could serve as leads for the development of new antimalarial drugs by building a PPI4K homology model since there was no available three-dimensional structure of PfPI4K and virtually screened a small library of ~ 22 000 fragments against it. Sixteen compounds from the fragment-based virtual screening (FBVS) were selected based on ≤ − 9.0 kcal/mol binding free energy cut-off value. These were subjected to similarity and sub-structure searching after they had passed PAINS screening and the obtained derivatives showed improved binding affinity for PfPI4K (− 10.00 to − 13.80 kcal/mol). Moreover, binding hypothesis of the top-scoring compound (31) was confirmed in a 100 ns molecular dynamics simulation and its binding pose retrieved after the system had converged at about 10 ns into the evolution was described to lay foundation for a rationale chemical-modification to optimize binding to PfPI4K. Overall, compound 31 appears to be a viable starting point for the development of PPI4K inhibitors with antimalarial activity. Springer International Publishing 2022-03-24 /pmc/articles/PMC8944149/ /pubmed/35331319 http://dx.doi.org/10.1186/s13065-022-00812-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Ibezim, Akachukwu Madukaife, Mbanefo S. Osigwe, Sochi C. Engel, Nadja Karuppasamy, Ramanathan Ntie-Kang, Fidele Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands |
title | Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands |
title_full | Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands |
title_fullStr | Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands |
title_full_unstemmed | Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands |
title_short | Fragment-based virtual screening discovers potential new Plasmodium PI4KIIIβ ligands |
title_sort | fragment-based virtual screening discovers potential new plasmodium pi4kiiiβ ligands |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8944149/ https://www.ncbi.nlm.nih.gov/pubmed/35331319 http://dx.doi.org/10.1186/s13065-022-00812-2 |
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