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Updated: Mar 8, 2026

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Virtual screening of RAGE inhibitors using molecular docking.
Malini Devi Alaparthi1, Gudipudi Gopinath1, Srinivas Bandaru1
1Department of Genetics & Biotechnology, Osmania University, Hyderabad, Telangana, India.
Researchers identified a novel compound, compound 62, that inhibits the Receptor for Advanced Glycation End products (RAGE). This RAGE inhibitor shows promise for treating diabetic retinopathy and vascular complications.
Area of Science:
- Biochemistry
- Pharmacology
- Computational Chemistry
Background:
- Advanced Glycation End products (AGEs) trigger inflammatory responses in vascular cells via the Receptor for AGEs (RAGE).
- Targeting the RAGE pathway is crucial for managing vascular complications, including diabetic retinopathy.
Purpose of the Study:
- To design and identify novel RAGE inhibitors.
- To explore potential therapeutic agents for diabetic retinopathy and associated vascular issues.
Main Methods:
- A library of 352 compounds, based on Isoflavone and Argpyrimidine, was synthesized.
- Molecular docking simulations were performed using MolDock against the RAGE structure (PDB ID: 3CJJ).
- Compound 62 was evaluated for its ADME properties and toxicity profile.
Main Results:
- Compound 62 demonstrated favorable ADME properties and no predicted toxicity.
- Compound 62 exhibited significant binding affinity to RAGE, indicating its potential as an inhibitor.
- The identified compound possesses key pharmacophore features essential for RAGE inhibition.
Conclusions:
- Compound 62 is a promising RAGE inhibitor candidate.
- Further validation of compound 62 is warranted for the treatment of diabetic retinopathy and vascular complications.
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