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Published on: September 26, 2025
An integrated structure- and pharmacophore-based MMP-12 virtual screening
Mohammad Ramezani1,2, Jamal Shamsara3
1Nanotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.
Abstract:
MMP-12 belongs to a large family of proteases called matrix metalloproteinases (MMPs) that degrades elastin. The main pathologic role of MMP-12 overexpression was suggested to be associated with pathogenesis mechanism of inflammatory respiratory diseases and atherosclerosis. An integrated ligand- and structure-based virtual screening was employed in hope of finding inhibitors with new scaffolds and selectivity for MMP-12. Seven compounds among 18 experimentally tested compounds had a measurable effect on the inhibition of MMP-12 enzyme. Our results demonstrated the applicability of the developed pharmacophore model and selected crystal structure (PDB code: 3F17) to discover new MMP-12 inhibitors. The receptor structure was selected based on cross-docking results. Here, we report the discovery of new class of MMP-12 inhibitors that could be used for lead optimization. For the inhibition of MMP-12, the significance of its interactions with the catalytic residues Glu219 and Ala182 was emphasized through the inspection of the docking poses.
Insights
Researchers identified new inhibitors for matrix metalloproteinase-12 (MMP-12), an enzyme linked to inflammatory respiratory diseases and atherosclerosis. This discovery offers potential for developing novel treatments by targeting MMP-12's specific interactions.
Area of Science:
- Biochemistry
- Pharmacology
- Medicinal Chemistry
Background:
- Matrix metalloproteinases (MMPs) are a family of proteases.
- MMP-12 specifically degrades elastin and is implicated in inflammatory respiratory diseases and atherosclerosis.
Purpose of the Study:
- To discover novel inhibitors with new scaffolds and selectivity for MMP-12.
- To validate the use of integrated virtual screening methods for MMP-12 inhibitor discovery.
Main Methods:
- Employed integrated ligand- and structure-based virtual screening.
- Utilized a pharmacophore model and a selected crystal structure (PDB: 3F17) for virtual screening.
- Performed cross-docking to select the optimal receptor structure.
Main Results:
- Seven out of 18 tested compounds showed measurable inhibition of MMP-12.
- The developed pharmacophore model and crystal structure were effective for discovering MMP-12 inhibitors.
- Key interactions with catalytic residues Glu219 and Ala182 were identified.
Conclusions:
- Discovery of a new class of MMP-12 inhibitors.
- The findings support the use of virtual screening for identifying selective enzyme inhibitors.
- These inhibitors represent potential leads for further optimization in treating MMP-12-related diseases.
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