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Design of novel lead molecules against RhoG protein as cancer target - a computational study
Thirupathi Dasari1, Bhargavi Kondagari1, Ramasree Dulapalli1
1a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India.
Abstract:
Cancer is a class of diseases characterized by uncontrolled cell growth. Every year more than 2 million people are affected by the disease. Rho family proteins are actively involved in cytoskeleton regulation. Over-expression of Rho family proteins show oncogenic activity and promote cancer progression. In the present work RhoG protein is considered as novel target of cancer. It is a member of Rho family and Rac subfamily protein, which plays pivotal role in regulation of microtubule formation, cell migration and contributes in cancer progression. In order to understand the binding interaction between RhoG protein and the DH domain of Ephexin-4 protein, the 3D structure of RhoG was evaluated and Molecular Dynamic Simulations was performed to stabilize the structure. The 3D structure of RhoG protein was validated and active site identified using standard computational protocols. Protein-protein docking of RhoG with Ephexin-4 was done to understand binding interactions and the active site structure. Virtual screening was carried out with ligand databases against the active site of RhoG protein. The efficiency of virtual screening is analysed with enrichment factor and area under curve values. The binding free energy of docked complexes was calculated using prime MM-GBSA module. The SASA, FOSA, FISA, PISA and PSA values of ligands were carried out. New ligands with high docking score, glide energy and acceptable ADME properties were prioritized as potential inhibitors of RhoG protein.
Insights
This study identifies novel inhibitors for RhoG protein, a key factor in cancer progression. Computational methods were used to find potential drug candidates targeting this important cancer target.
Area of Science:
- Molecular Biology
- Computational Chemistry
- Oncology
Background:
- Cancer is characterized by uncontrolled cell growth, affecting millions annually.
- Rho family proteins, including RhoG, are implicated in cytoskeleton regulation and cancer progression.
- RhoG protein plays a role in microtubule formation and cell migration, making it a potential cancer target.
Purpose of the Study:
- To investigate the binding interactions between RhoG protein and the DH domain of Ephexin-4 protein.
- To identify novel small molecules as potential inhibitors of RhoG protein activity.
- To evaluate the efficacy of identified ligands through computational analysis.
Main Methods:
- 3D structure evaluation and molecular dynamic simulations of RhoG protein.
- Protein-protein docking of RhoG with Ephexin-4.
- Virtual screening of ligand databases against RhoG's active site.
- Binding free energy calculations and ADME property analysis.
Main Results:
- The 3D structure of RhoG protein was stabilized and its active site identified.
- Protein-protein docking revealed binding interactions between RhoG and Ephexin-4.
- Virtual screening identified potential RhoG inhibitors with high docking scores and favorable ADME properties.
Conclusions:
- RhoG protein is a promising novel target for cancer therapy.
- Computational approaches are effective in identifying potential drug candidates against RhoG.
- Prioritized ligands demonstrate potential as inhibitors for cancer treatment.
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