Identification and evaluation of bioactive natural products as potential inhibitors of human microtubule affinity-regulating kinase 4 (MARK4).
Binding Sites
Biological Products
/ chemistry
Chemical Phenomena
Drug Design
Drug Discovery
/ methods
High-Throughput Screening Assays
Humans
Hydrogen Bonding
Molecular Docking Simulation
Molecular Dynamics Simulation
Protein Binding
Protein Kinase Inhibitors
/ chemistry
Protein Serine-Threonine Kinases
/ antagonists & inhibitors
, radius of gyration
ADMET
MAP kinases
MARK4 inhibitors
MARK4, microtubule affinity-regulating kinase 4
MD, molecular dynamics
MMPBSA, molecular mechanics Poisson Boltzmann surface area
NPs, natural products
PCA, principal component analysis
PSA, polar surface area
SASA, solvent accessible surface area
binding affinity
drug design & discovery
molecular dynamics simulations
vHTS, virtual high-throughput screening
virtual high throughput screening
Journal
Journal of biomolecular structure & dynamics
ISSN: 1538-0254
Titre abrégé: J Biomol Struct Dyn
Pays: England
ID NLM: 8404176
Informations de publication
Date de publication:
Apr 2019
Apr 2019
Historique:
pubmed:
24
4
2018
medline:
3
6
2020
entrez:
24
4
2018
Statut:
ppublish
Résumé
Microtubule affinity-regulating kinase 4 (MARK4) has recently been identified as a potential drug target for several complex diseases including cancer, diabetes and neurodegenerative disorders. Inhibition of MARK4 activity is an appealing therapeutic option to treat such diseases. Here, we have performed structure-based virtual high-throughput screening of 100,000 naturally occurring compounds from ZINC database against MARK4 to find its potential inhibitors. The resulted hits were selected, based on the binding affinities, docking scores and selectivity. Further, binding energy calculation, Lipinski filtration and ADMET prediction were carried out to find safe and better hits against MARK4. Best 10 compounds bearing high specificity and binding efficiency were selected, and their binding pattern to MARK4 was analyzed in detail. Finally, 100 ns molecular dynamics simulation was performed to evaluate; the dynamics stability of MARK4-compound complex. In conclusion, these selected natural compounds from ZINC database might be potential leads against MARK4, and can further be exploited in drug design and development for associated diseases.
Identifiants
pubmed: 29683402
doi: 10.1080/07391102.2018.1468282
doi:
Substances chimiques
Biological Products
0
Protein Kinase Inhibitors
0
MARK4 protein, human
EC 2.7.1.-
Protein Serine-Threonine Kinases
EC 2.7.11.1
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM