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Exploring Caspase Mutations and Post-Translational Modification by Molecular Modeling Approaches
Published on: October 13, 2022
Pharmacophore Modeling, Docking and Molecular Dynamics Studies on Caspase-3 Activators Binding at β-Tubulin Site
Shome S Bhunia, Supriya Singh, Shruti Saxena
1Division of Medicinal and Process Chemistry, CSIR-Central Drug Research Institute, Lucknow 226031, India. anilsak@gmail.com.
Abstract:
Induction of apoptosis by the activation of caspase 3 makes it a promising target for designing anticancer drugs hence an investigation for the essential structural features mandatory for caspase 3 activation has been carried out using a dataset comprising of caspase 3 activator candidate drug Azixa in phase II clinical trial and its analogs using DS2.0. A training set of 40 compounds was selected for the purpose of model generation from 76 molecules with an activity range spanning from 0.002μM to 6.9μM. Among the generated pharmacophore models, the best model Hypo1 constituted by two hydrophobic aliphatic (Hal), two hydrophobic aromatic (Har), and one hydrogen bond acceptor (HBA) features with a correlation coefficient of 0.85, and a cost difference (null cost - total cost) of 46 bits well predicted the test set of 36 compounds (Rpred = 0.8). The key mechanism conferring caspase 3 activation is due to binding of Azixa at β-tubulin site that is located close to or at same site as colchicine. In the absence of co-crystal structure we have proposed a binding mode of Azixa at the tubulin site by performing docking studies and performed molecular dynamics simulation to ascertain the temporal changes of the protein-ligand complex.
Insights
Researchers identified key structural features for activating caspase 3, a promising anticancer drug target. This study utilized computational modeling to understand how drugs like Azixa bind to beta-tubulin, aiding future anticancer drug design.
Area of Science:
- Medicinal Chemistry
- Computational Chemistry
- Molecular Biology
Background:
- Caspase 3 activation is crucial for inducing apoptosis and represents a significant target for anticancer drug development.
- Understanding the structural requirements for caspase 3 activation is essential for designing effective therapeutic agents.
Purpose of the Study:
- To investigate the essential structural features required for caspase 3 activation using computational methods.
- To develop a pharmacophore model for caspase 3 activators based on the drug candidate Azixa and its analogs.
Main Methods:
- Utilized a dataset of 76 caspase 3 activator compounds, including Azixa, for pharmacophore model generation.
- Employed Discovery Studio 2.0 for quantitative structure-activity relationship (QSAR) analysis and pharmacophore modeling.
- Performed molecular docking and dynamics simulations to propose a binding mode of Azixa at the beta-tubulin site.
Main Results:
- The best pharmacophore model (Hypo1) comprised two hydrophobic aliphatic (Hal), two hydrophobic aromatic (Har), and one hydrogen bond acceptor (HBA) features.
- This model demonstrated a high correlation coefficient (0.85) and accurately predicted the activity of a test set (Rpred = 0.8).
- Azixa's caspase 3 activation mechanism involves binding to the beta-tubulin site, similar to colchicine.
Conclusions:
- The identified pharmacophore features are critical for designing novel caspase 3 activators.
- The proposed binding mode of Azixa at the beta-tubulin site provides insights into its mechanism of action.
- This research facilitates the development of new anticancer drugs targeting caspase 3 activation.
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