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Updated: Feb 2, 2026

Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
Published on: July 25, 2013
In silico study directed towards identification of novel high-affinity inhibitors targeting an oncogenic protein:
R Tumdam1, A Kumar2, N Subbarao2
1a School of Biotechnology , Jawaharlal Nehru University , New Delhi , India.
Abstract:
Bromodomain-containing protein 4 (BRD4) is a member of the bromodomain and extra-terminal domain (BET) family of proteins. It epigentically regulates the transcription of growth-promoting genes and has become an attractive target for the development of anticancer and anti-inflammatory agents. In the current study, we performed an in silico screening of a small-molecule chemical library against the acetyl-lysine binding site of the first bromodomain (BD1) in BRD4 protein. Potential inhibitors identified through virtual screening were further studied through molecular dynamics simulations, water entrapment analysis and Molecular Mechanics (MM)/Poisson-Boltzmann surface area (PBSA) binding free energy calculations. Many of the identified compounds exhibit better G-score (-11.64 kcal∙mol-1 to -10.31 kcal∙mol-1) and predicted binding affinity (-9.66 kcal∙mol-1 to -6.63 kcal∙mol-1) values towards BRD4-BD1 than that of the reference compound (+)-JQ1. Molecular dynamics simulation studies show that in free-form BRD4 the reported conserved water molecules are not retained at their specific positoins due to flexibiliy in the ZA-loop. In BRD4-ligand complexes the number and positions of conserved water molecules depends on the bound ligand. Identified potential inhibitors bind stably at the acetyl-lysine binding pocket of BRD4 and form direct and water-mediated hydrogen bonds with higher occupancy which may contribute to ligand specificity towards BRD4-BD1. Further, through MM/PBSA we calculated the binding free energies of selected compounds, which shows that they have comparable energies to that of (+)-JQ1, while NSC744713 shows better binding free energy.
Insights
We identified novel small molecules that inhibit Bromodomain-containing protein 4 (BRD4). These compounds show strong binding affinity and potential as anticancer and anti-inflammatory agents.
Area of Science:
- Biochemistry
- Structural Biology
- Medicinal Chemistry
Background:
- Bromodomain-containing protein 4 (BRD4) epigenetically regulates growth-promoting genes.
- BRD4 is a key target for developing anticancer and anti-inflammatory drugs.
- The first bromodomain (BD1) of BRD4 is crucial for its function.
Purpose of the Study:
- To identify novel small-molecule inhibitors of BRD4-BD1.
- To characterize the binding interactions and stability of potential inhibitors.
- To evaluate the therapeutic potential of identified compounds.
Main Methods:
- In silico screening of a chemical library against BRD4-BD1.
- Molecular dynamics simulations to assess binding stability.
- MM/PBSA calculations for binding free energy estimation.
- Water entrapment analysis to understand ligand-water interactions.
Main Results:
- Several compounds demonstrated superior G-score and binding affinity compared to (+)-JQ1.
- Molecular dynamics revealed ligand-dependent water molecule positioning in the BRD4-BD1 binding pocket.
- Identified inhibitors form stable hydrogen bonds, suggesting specificity for BRD4-BD1.
- NSC744713 exhibited a more favorable binding free energy than (+)-JQ1.
Conclusions:
- Novel BRD4-BD1 inhibitors were discovered through virtual screening.
- These inhibitors exhibit promising binding characteristics and stability.
- The findings support the development of BRD4 inhibitors for therapeutic applications.
- Ligand-specific water interactions play a role in BRD4-BD1 binding specificity.
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