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Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target

Maternal embryonic leucine zipper kinase (MELK) is of vital importance due to its significant role in cancer development and its association with poor prognosis in different cancers. Here, we employed several computer aided drug design approaches to shortlist potential binding molecules of MELK. For...

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Autor principal: Makki Almansour, Nahlah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235044/
https://www.ncbi.nlm.nih.gov/pubmed/35769060
http://dx.doi.org/10.1016/j.sjbs.2022.103335
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author Makki Almansour, Nahlah
author_facet Makki Almansour, Nahlah
author_sort Makki Almansour, Nahlah
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description Maternal embryonic leucine zipper kinase (MELK) is of vital importance due to its significant role in cancer development and its association with poor prognosis in different cancers. Here, we employed several computer aided drug design approaches to shortlist potential binding molecules of MELK. For virtual screening, asinex oncology library (containing 6334 drugs) and comprehensive marine natural products database (containing approximately 32,000 drugs) were used. The study identified two drug molecules: Top-2 and Top-3 as high affinity binding MELK molecules compared to the control co-crystalized Top-1 inhibitor. Both the shortlisted compounds and the control showed high stable binding free energy and high GOLD score. The compounds and control also reported stable dynamics with root mean square deviations (RMSD) value ∼ 2 Å in 500 ns. Similarly, the MELK active site residues were observed in good stability with the compounds. Further, it was noticed the compounds/control formed multiple hydrogen bonds with the MELK active pocket residues which is the main reason of high intermolecular stability. Atomic level binding free energies determined van der Waals and electrostatic energies to play vital role in stable complex formation. From drug likeness and pharmacokinetics perspective, the compounds are ideal molecules for further investigation. Overall, the results are promising and might be tested in in vivo and in vitro studies against MELK.
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spelling pubmed-92350442022-06-28 Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target Makki Almansour, Nahlah Saudi J Biol Sci Original Article Maternal embryonic leucine zipper kinase (MELK) is of vital importance due to its significant role in cancer development and its association with poor prognosis in different cancers. Here, we employed several computer aided drug design approaches to shortlist potential binding molecules of MELK. For virtual screening, asinex oncology library (containing 6334 drugs) and comprehensive marine natural products database (containing approximately 32,000 drugs) were used. The study identified two drug molecules: Top-2 and Top-3 as high affinity binding MELK molecules compared to the control co-crystalized Top-1 inhibitor. Both the shortlisted compounds and the control showed high stable binding free energy and high GOLD score. The compounds and control also reported stable dynamics with root mean square deviations (RMSD) value ∼ 2 Å in 500 ns. Similarly, the MELK active site residues were observed in good stability with the compounds. Further, it was noticed the compounds/control formed multiple hydrogen bonds with the MELK active pocket residues which is the main reason of high intermolecular stability. Atomic level binding free energies determined van der Waals and electrostatic energies to play vital role in stable complex formation. From drug likeness and pharmacokinetics perspective, the compounds are ideal molecules for further investigation. Overall, the results are promising and might be tested in in vivo and in vitro studies against MELK. Elsevier 2022-07 2022-06-01 /pmc/articles/PMC9235044/ /pubmed/35769060 http://dx.doi.org/10.1016/j.sjbs.2022.103335 Text en © 2022 The Author 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 Original Article
Makki Almansour, Nahlah
Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target
title Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target
title_full Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target
title_fullStr Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target
title_full_unstemmed Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target
title_short Computational exploration of maternal embryonic leucine zipper kinase (MELK) as a cancer drug target
title_sort computational exploration of maternal embryonic leucine zipper kinase (melk) as a cancer drug target
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235044/
https://www.ncbi.nlm.nih.gov/pubmed/35769060
http://dx.doi.org/10.1016/j.sjbs.2022.103335
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