Cargando…

A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani

The huge burden of leishmaniasis caused by the trypanosomatid protozoan parasite Leishmania is well known. This illness was included in the list of neglected tropical diseases targeted for elimination by the World Health Organization. However, the increasing evidence of resistance to existing antimo...

Descripción completa

Detalles Bibliográficos
Autores principales: Broni, Emmanuel, Kwofie, Samuel K., Asiedu, Seth O., Miller, Whelton A., Wilson, Michael D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8003136/
https://www.ncbi.nlm.nih.gov/pubmed/33803906
http://dx.doi.org/10.3390/biom11030458
_version_ 1783671618950660096
author Broni, Emmanuel
Kwofie, Samuel K.
Asiedu, Seth O.
Miller, Whelton A.
Wilson, Michael D.
author_facet Broni, Emmanuel
Kwofie, Samuel K.
Asiedu, Seth O.
Miller, Whelton A.
Wilson, Michael D.
author_sort Broni, Emmanuel
collection PubMed
description The huge burden of leishmaniasis caused by the trypanosomatid protozoan parasite Leishmania is well known. This illness was included in the list of neglected tropical diseases targeted for elimination by the World Health Organization. However, the increasing evidence of resistance to existing antimonial drugs has made the eradication of the disease difficult to achieve, thus warranting the search for new drug targets. We report here studies that used computational methods to identify inhibitors of receptors from natural products. The cell division cycle-2-related kinase 12 (CRK12) receptor is a plausible drug target against Leishmania donovani. This study modelled the 3D molecular structure of the L. donovani CRK12 (LdCRK12) and screened for small molecules with potential inhibitory activity from African flora. An integrated library of 7722 African natural product-derived compounds and known inhibitors were screened against the LdCRK12 using AutoDock Vina after performing energy minimization with GROMACS 2018. Four natural products, namely sesamin (NANPDB1649), methyl ellagic acid (NANPDB1406), stylopine (NANPDB2581), and sennecicannabine (NANPDB6446) were found to be potential LdCRK12 inhibitory molecules. The molecular docking studies revealed two compounds NANPDB1406 and NANPDB2581 with binding affinities of −9.5 and −9.2 kcal/mol, respectively, against LdCRK12 which were higher than those of the known inhibitors and drugs, including GSK3186899, amphotericin B, miltefosine, and paromomycin. All the four compounds were predicted to have inhibitory constant (Ki) values ranging from 0.108 to 0.587 μM. NANPDB2581, NANPDB1649 and NANPDB1406 were also predicted as antileishmanial with Pa and Pi values of 0.415 and 0.043, 0.391 and 0.052, and 0.351 and 0.071, respectively. Molecular dynamics simulations coupled with molecular mechanics Poisson–Boltzmann surface area (MM/PBSA) computations reinforced their good binding mechanisms. Most compounds were observed to bind in the ATP binding pocket of the kinase domain. Lys488 was predicted as a key residue critical for ligand binding in the ATP binding pocket of the LdCRK12. The molecules were pharmacologically profiled as druglike with inconsequential toxicity. The identified molecules have scaffolds that could form the backbone for fragment-based drug design of novel leishmanicides but warrant further studies to evaluate their therapeutic potential.
format Online
Article
Text
id pubmed-8003136
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-80031362021-03-28 A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani Broni, Emmanuel Kwofie, Samuel K. Asiedu, Seth O. Miller, Whelton A. Wilson, Michael D. Biomolecules Article The huge burden of leishmaniasis caused by the trypanosomatid protozoan parasite Leishmania is well known. This illness was included in the list of neglected tropical diseases targeted for elimination by the World Health Organization. However, the increasing evidence of resistance to existing antimonial drugs has made the eradication of the disease difficult to achieve, thus warranting the search for new drug targets. We report here studies that used computational methods to identify inhibitors of receptors from natural products. The cell division cycle-2-related kinase 12 (CRK12) receptor is a plausible drug target against Leishmania donovani. This study modelled the 3D molecular structure of the L. donovani CRK12 (LdCRK12) and screened for small molecules with potential inhibitory activity from African flora. An integrated library of 7722 African natural product-derived compounds and known inhibitors were screened against the LdCRK12 using AutoDock Vina after performing energy minimization with GROMACS 2018. Four natural products, namely sesamin (NANPDB1649), methyl ellagic acid (NANPDB1406), stylopine (NANPDB2581), and sennecicannabine (NANPDB6446) were found to be potential LdCRK12 inhibitory molecules. The molecular docking studies revealed two compounds NANPDB1406 and NANPDB2581 with binding affinities of −9.5 and −9.2 kcal/mol, respectively, against LdCRK12 which were higher than those of the known inhibitors and drugs, including GSK3186899, amphotericin B, miltefosine, and paromomycin. All the four compounds were predicted to have inhibitory constant (Ki) values ranging from 0.108 to 0.587 μM. NANPDB2581, NANPDB1649 and NANPDB1406 were also predicted as antileishmanial with Pa and Pi values of 0.415 and 0.043, 0.391 and 0.052, and 0.351 and 0.071, respectively. Molecular dynamics simulations coupled with molecular mechanics Poisson–Boltzmann surface area (MM/PBSA) computations reinforced their good binding mechanisms. Most compounds were observed to bind in the ATP binding pocket of the kinase domain. Lys488 was predicted as a key residue critical for ligand binding in the ATP binding pocket of the LdCRK12. The molecules were pharmacologically profiled as druglike with inconsequential toxicity. The identified molecules have scaffolds that could form the backbone for fragment-based drug design of novel leishmanicides but warrant further studies to evaluate their therapeutic potential. MDPI 2021-03-18 /pmc/articles/PMC8003136/ /pubmed/33803906 http://dx.doi.org/10.3390/biom11030458 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Broni, Emmanuel
Kwofie, Samuel K.
Asiedu, Seth O.
Miller, Whelton A.
Wilson, Michael D.
A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani
title A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani
title_full A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani
title_fullStr A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani
title_full_unstemmed A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani
title_short A Molecular Modeling Approach to Identify Potential Antileishmanial Compounds Against the Cell Division Cycle (cdc)-2-Related Kinase 12 (CRK12) Receptor of Leishmania donovani
title_sort molecular modeling approach to identify potential antileishmanial compounds against the cell division cycle (cdc)-2-related kinase 12 (crk12) receptor of leishmania donovani
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8003136/
https://www.ncbi.nlm.nih.gov/pubmed/33803906
http://dx.doi.org/10.3390/biom11030458
work_keys_str_mv AT broniemmanuel amolecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT kwofiesamuelk amolecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT asiedusetho amolecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT millerwheltona amolecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT wilsonmichaeld amolecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT broniemmanuel molecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT kwofiesamuelk molecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT asiedusetho molecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT millerwheltona molecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani
AT wilsonmichaeld molecularmodelingapproachtoidentifypotentialantileishmanialcompoundsagainstthecelldivisioncyclecdc2relatedkinase12crk12receptorofleishmaniadonovani