Design and development of novel potential inhibitors of the human USP21 enzyme using a pharmacophore-based virtual
Alankar Roy1, Shreya Luharuka1, Ishani Paul1
1Amity Institute of Biotechnology, Amity University, Kolkata, India.
Abstract:
An overexpression and increase have been observed in the concentration and activity of the ubiquitin-specific protease 21 (USP21) enzyme in many cancers, necessitating the need for the development of new inhibitor drugs against the same. The current study attempts to discover one such novel potential inhibitor of USP21 by the application of various bioinformatics techniques which include molecular modeling, pharmacophore mapping, pharmacophore-based virtual screening, molecular docking, and ADMET prediction followed by molecular dynamics simulations. Following this inverted funnel-like approach, we finally ended up with one ligand-ZINC02422616 which displays a very high binding affinity toward the USP21 domain. This ligand contains all the pharmacophoric features displayed by the compounds that are potential inhibitors of the USP21 domain. Moreover, it shows a favorable pharmacokinetic, pharmacodynamic, and ADMET profile, along with strong hydrophobic interaction and hydrogen bonding with the domain. Simulation studies showed that the complex remains stable over time, with the bound protein displaying a more constrained motion in the conformational space compared to the unbound form. The ligand showed a highly favorable free energy landscape/surface, forming several energy minima's in contrast to the unbound domain in which most conformations occupied a relatively higher energy state. Moreover, the ligand also displayed a Kd of 422.8 nM and a free energy of binding ΔG of -8.6 kcal/mol, both of which indicate a very high affinity toward the target domain. This potential drug candidate can then be used as a viable treatment method for many types of cancers caused by USP21.
Insights
Researchers identified ZINC02422616 as a potent inhibitor for ubiquitin-specific protease 21 (USP21), an enzyme overexpressed in many cancers. This novel drug candidate shows high binding affinity and a stable interaction, offering a promising new avenue for cancer therapy.
Area of Science:
- Biochemistry
- Computational Chemistry
- Pharmacology
Background:
- Ubiquitin-specific protease 21 (USP21) enzyme concentration and activity are elevated in numerous cancers.
- This overexpression necessitates the development of novel therapeutic inhibitors targeting USP21.
Purpose of the Study:
- To discover a novel potential inhibitor for the USP21 enzyme using a comprehensive bioinformatics approach.
- To evaluate the binding affinity, stability, and pharmacokinetic properties of potential USP21 inhibitors.
Main Methods:
- Employed molecular modeling, pharmacophore mapping, virtual screening, molecular docking, and ADMET prediction.
- Utilized molecular dynamics simulations to assess complex stability and binding free energy.
- Analyzed ligand-protein interactions, including hydrophobic interactions and hydrogen bonding.
Main Results:
- Identified ZINC02422616 as a high-affinity ligand for USP21, possessing key pharmacophoric features.
- ZINC02422616 demonstrated favorable ADMET profiles and stable complex formation during simulations.
- Calculated binding affinity (Kd of 422.8 nM) and binding free energy (ΔG of -8.6 kcal/mol) indicate strong target interaction.
Conclusions:
- ZINC02422616 is a promising drug candidate for inhibiting USP21.
- The identified inhibitor exhibits high binding affinity and stability, suggesting potential efficacy in treating USP21-driven cancers.
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