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Updated: Oct 11, 2025

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Structure based prediction of a novel GPR120 antagonist based on pharmacophore screening and molecular dynamics
Ajay Pal1,2, James F Curtin1, Gemma K Kinsella1
1School of Food Science and Environmental Health, College of Sciences and Health, Technological University Dublin, Dublin D07 ADY7, Ireland.
Abstract:
The G-protein coupled receptor, GPR120, has ubiquitous expression and multifaceted roles in modulating metabolic and anti-inflammatory processes. Recent implications of its role in cancer progression have presented GPR120 as an attractive oncogenic drug target. GPR120 gene knockdown in breast cancer studies revealed a role of GPR120-induced chemoresistance in epirubicin and cisplatin-induced DNA damage in tumour cells. Higher expression and activation levels of GPR120 is also reported to promote tumour angiogenesis and cell migration in colorectal cancer. Some agonists targeting GPR120 have been reported, such as TUG891 and Compound39, but to date development of small-molecule inhibitors of GPR120 is limited. Herein, following homology modelling of the receptor a pharmacophore hypothesis was derived from 300 ns all-atomic molecular dynamics (MD) simulations on apo, TUG891-bound and Compound39-bound GPR120S (short isoform) receptor models embedded in a water solvated lipid bilayer system. We performed comparative MD analysis on protein-ligand interactions between the two agonist and apo simulations on the stability of the "ionic lock" - a Class A GPCRs characteristic of receptor activation and inactivation. The detailed analysis predicted that ligand interactions with W277 and N313 are critical to conserve the "ionic-lock" conformation (R136 of Helix 3) and prevent GPR120S receptor activation. The results led to generation of a W277 and N313 focused pharmacophore hypothesis and the screening of the ZINC15 database using ZINCPharmer through the structure-based pharmacophore. 100 ns all-atomic molecular dynamics (MD) simulations were performed on 9 small molecules identified and Cpd 9, (2-hydroxy-N-{4-[(6-hydroxy-2-methylpyrimidin-4-yl) amino] phenyl} benzamide) was predicted to be a small-molecule GPR120S antagonist. The conformational results from the collective all-atomic MD analysis provided structural information for further identification and optimisation of novel druggable inhibitors of GPR120S using this rational design approach, which could have future potential for anti-cancer drug development studies.
Insights
Researchers identified a novel small-molecule GPR120 antagonist, Cpd 9, using molecular dynamics simulations. This discovery offers potential for developing new anti-cancer drugs targeting GPR120.
Area of Science:
- Pharmacology and Drug Discovery
- Molecular Biology
- Computational Chemistry
Background:
- G-protein coupled receptor 120 (GPR120) plays multifaceted roles in metabolic and inflammatory processes.
- GPR120 is implicated in cancer progression, promoting chemoresistance, angiogenesis, and cell migration.
- Limited development of small-molecule GPR120 inhibitors exists, despite agonist availability.
Purpose of the Study:
- To derive a pharmacophore hypothesis for GPR120 inhibition.
- To identify novel small-molecule GPR120 antagonists.
- To provide structural insights for rational drug design against GPR120 in cancer.
Main Methods:
- Homology modeling of GPR120 short isoform (GPR120S).
- All-atomic molecular dynamics (MD) simulations of apo and agonist-bound receptor models.
- Structure-based pharmacophore modeling and virtual screening of the ZINC15 database.
- MD simulations of identified small molecules to predict antagonist activity.
Main Results:
- Ligand interactions with W277 and N313 were identified as critical for maintaining the inactive GPR120S conformation.
- A pharmacophore hypothesis focused on W277 and N313 was generated.
- Compound 9 (Cpd 9) was predicted as a GPR120S antagonist after MD simulations.
Conclusions:
- The study provides a rational design approach for identifying GPR120S inhibitors.
- Cpd 9 represents a potential lead compound for developing novel anti-cancer therapeutics.
- Further optimization of identified inhibitors could advance GPR120-targeted cancer drug development.
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