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Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
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Small Molecules of Natural Origin as Potential Anti-HIV Agents: A Computational Approach
1"Coriolan Dragulescu" Institute of Chemistry, 24 M. Viteazu Avenue, 300223 Timisoara, Romania.
Life (Basel, Switzerland)
|August 6, 2021
Summary
Researchers screened over 200,000 natural compounds for HIV-1 treatment. They identified four promising candidates, including ZINC2103242, with potential non-nucleoside reverse transcriptase inhibitor (NNRTI) activity and favorable drug profiles.
Area of Science:
- Medicinal Chemistry
- Computational Biology
- Virology
Background:
- Human immunodeficiency virus type 1 (HIV-1) remains a global health threat, causing severe immune damage and susceptibility to opportunistic infections.
- Current treatments cannot eradicate HIV-1 from the body, necessitating the development of novel therapeutic strategies.
- Non-nucleoside reverse transcriptase inhibitors (NNRTIs) are a crucial class of antiretroviral drugs, but drug resistance remains a challenge.
Purpose of the Study:
- To identify novel natural compounds with bioactivity similar to existing NNRTIs for potential HIV-1 treatment.
- To screen a large library of natural products using in silico methods to predict anti-HIV-1 activity.
- To prioritize compounds based on predicted efficacy, safety, and drug-like properties.
Main Methods:
- In silico screening of 224,205 natural compounds from the ZINC15 database.
- Utilized 3D-similarity search, ADMETox prediction, HIV protein-inhibitor interaction analysis, molecular docking, and MM-GBSA free-binding energy calculations.
- Employed FDA-approved NNRTIs (efavirenz, etravirine, rilpivirine, doravirine) as reference queries.
Main Results:
- Four natural compounds demonstrated promising profiles comparable to established NNRTIs.
- Detailed analysis of binding interactions with HIV-1 reverse transcriptase (RT) residues (Lys101, Tyr181, Tyr188, Trp229, Tyr318) confirmed stable ligand binding.
- ZINC2103242 exhibited the most favorable drug metabolism and safety profile, showing significant potential as an anti-HIV candidate.
Conclusions:
- The study successfully identified novel natural product-based candidates for HIV-1 therapy.
- In silico approaches are effective for discovering potential NNRTIs from large compound libraries.
- ZINC2103242 represents a promising lead compound for further development of new anti-HIV-1 drugs.

