Identification of a Novel Scaffold for Inhibition of Dipeptidyl Peptidase-4.


Journal

Journal of computational biology : a journal of computational molecular cell biology
ISSN: 1557-8666
Titre abrégé: J Comput Biol
Pays: United States
ID NLM: 9433358

Informations de publication

Date de publication:
12 2019
Historique:
pubmed: 8 8 2019
medline: 17 7 2020
entrez: 8 8 2019
Statut: ppublish

Résumé

Dipeptidyl peptidase-4 (DPP-4) is considered a major drug target for type 2 diabetes mellitus (T2DM). In addition to T2DM, a regulatory role of DPP-4 was also found in cardiovascular diseases. Existing DPP-4 inhibitors have been reported to have several adverse effects. In this study, a computer-aided drug design approach and its use to detect a novel class of inhibitor for DPP-4 are reported. Through structure and pharmacophore-based screening, we identified 13 hit compounds from an ∼4-million-compound library. Physical interactions of these hits with DPP-4 were studied using docking and explicit solvent molecular dynamics (MD) simulations. Later, MMPBSA binding energy was calculated for the ligand/protein simulation trajectories to determine the stability of compounds in the binding cavity. These compounds have a novel scaffold and exhibited a stable binding mode. "Best-in-screen" compounds (or their closest available analogs) were resourced and their inhibition of DPP-4 activity was experimentally validated using an in vitro enzyme activity assay in the presence of 100 and 10 μM compounds. These assays identified a compound with a spirochromanone center with 53% inhibition activity at a 100 μM concentration. A further five spirochromanone compounds were synthesized and examined in silico and in vitro; again, one compound showed 53% inhibitory activity action at 100 μM. Overall, this study identified two novel "spirochromanone" compounds that lowered DPP-4 activity by more than ∼50% at 100 μM. This study also showed the impact of fast in silico drug design techniques utilizing virtual screening and MD to identify novel scaffolds to bind and inhibit DPP-4. Spirochromanone motif identified here may be used to design molecules to achieve drug-like inhibitory action against DPP-4.

Identifiants

pubmed: 31390221
doi: 10.1089/cmb.2019.0201
doi:

Substances chimiques

Dipeptidyl-Peptidase IV Inhibitors 0
Ligands 0
Dipeptidyl Peptidase 4 EC 3.4.14.5

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1470-1486

Auteurs

Avinash Mishra (A)

Institute for Integrated and Intelligent Systems, Griffith University, Nathan, Australia.
Novo Informatics Pvt. Ltd., New Delhi, India.

Megan Cross (M)

Griffith Institute for Drug Discovery, Griffith University, Nathan, Australia.

Andreas Hofmann (A)

Griffith Institute for Drug Discovery, Griffith University, Nathan, Australia.
Faculty of Veterinary and Agricultural Sciences, Melbourne Veterinary School, The University of Melbourne, Parkville, Australia.

Mark J Coster (MJ)

Griffith Institute for Drug Discovery, Griffith University, Nathan, Australia.

Abdul Karim (A)

Institute for Integrated and Intelligent Systems, Griffith University, Nathan, Australia.

Abdul Sattar (A)

Institute for Integrated and Intelligent Systems, Griffith University, Nathan, Australia.

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Classifications MeSH