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Updated: Feb 2, 2026

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
Targeting the NF-κB/IκBα complex via fragment-based E-Pharmacophore virtual screening and binary QSAR models
Tarek Kanan1, Duaa Kanan1, Ismail Erol2
1School of Medicine, Bahcesehir University, Istanbul, Turkey; Computational Biology and Molecular Simulations Laboratory, Department of Biophysics, School of Medicine, Bahcesehir University, Istanbul, Turkey.
This study identified potent new inhibitors for Nuclear Factor-kappa B (NF-κB), a key regulator in immune and cellular processes. These novel ligands show therapeutic potential for conditions like heart failure and cancer.
Area of Science:
- Computational chemistry and drug discovery
- Molecular modeling and simulation
- Pharmacology
Background:
- Nuclear Factor-kappa B (NF-κB) transcription factors are crucial regulators in immune, heart, glial, and neuronal cells.
- Dysregulation of NF-κB is implicated in cancer, chronic inflammation, and autoimmune diseases, making it a significant therapeutic target.
Purpose of the Study:
- To identify potent small molecule ligands targeting the NF-κB (p50/p65) heterodimer complex bound to IκBα.
- To utilize fragment-based e-pharmacophore screening and molecular docking to discover novel NF-κB inhibitors.
Main Methods:
- Employed fragment-based e-pharmacophore modeling using ZINC Clean Fragments and Glide fragments.
- Conducted high-throughput virtual screening (HTVS), and subsequent Glide SP/XP docking of large molecule libraries (Otava).
- Utilized molecular dynamics (MD) simulations and MM/GBSA analysis for structural and dynamical profiling of hit molecules.
Main Results:
- Identified 88 hit molecules from the Otava library, with 3 refined using MD simulations.
- The refined hit molecules exhibited low toxicity and potential therapeutic applications in heart failure, antiviral activity, asthma, and depression.
- Two specific ligands (Otava IDs: 1426436 and 6248112) demonstrated strong binding affinity to the NF-κB/IκBα complex.
Conclusions:
- The identified potent NF-κB/IκBα inhibitors offer a promising avenue for novel therapies against inflammation-mediated conditions and cancer.
- These findings facilitate further research and drug development efforts for NF-κB-related diseases.
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