Related Experiment Video
Updated: Apr 27, 2026

10:29
Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
2.0K
Rational scaffold discovery for HIV-1 reverse transcriptase inhibitors via integrated in silico approaches
Aakanksha Kunwar1, Arzoo Rai1, Suruchi Bhambri1
1School of Applied Material Sciences, Central University of Gujarat, Gandhinagar, Gujarat, 382030, India.
Molecular Diversity
|April 26, 2026
Summary
This study identifies a new non-nucleoside reverse transcriptase inhibitor (NNRTI) candidate, ZINC000066352010, with improved safety and efficacy against HIV-1. Computational methods predict reduced liver toxicity and strong binding to the HIV-1 reverse transcriptase enzyme.
Area of Science:
- Computational chemistry and drug discovery
- Virology and infectious diseases
- Medicinal chemistry
Background:
- Current non-nucleoside reverse transcriptase inhibitors (NNRTIs) for Human Immunodeficiency Virus-1 (HIV-1) treatment face challenges due to drug-induced liver toxicity.
- HIV-1 Reverse Transcriptase (RT) remains a critical target for antiviral therapies.
Purpose of the Study:
- To identify novel NNRTI scaffolds with enhanced safety and efficacy profiles using an integrated in silico approach.
- To evaluate potential hepatotoxicity and binding stability of candidate NNRTIs.
Main Methods:
- Employed similarity-based virtual screening, molecular docking, molecular dynamics simulations, and MM-PBSA calculations.
- Utilized ADMET filtering for hepatotoxicity prediction and molecular descriptor analysis for electronic properties.
- Assessed binding stability through RMSD, hydrogen bond analysis, and protein backbone fluctuations.
Main Results:
- ZINC000066352010 demonstrated reduced predicted hepatotoxicity compared to existing NNRTIs.
- Exhibited stable binding to the HIV-1 RT NNRTI pocket, with strong hydrogen bonding and hydrophobic interactions.
- Achieved a favorable binding energy of -47.90 Kcal/mol and optimal electronic properties (HOMO-LUMO gap, electrophilicity index).
Conclusions:
- ZINC000066352010 is a promising NNRTI candidate with predicted improved safety and electronic stability.
- The computational strategy successfully identified a potent and potentially safer alternative to current HIV-1 RT inhibitors.
- Further experimental validation is warranted to confirm the therapeutic potential of ZINC000066352010.

