In Silico Molecular Modeling and Docking in Drug Development
Transforming Drug Discovery with Computational Precision
Virtual (Google Meet)
Mentor Based
Moderate
3 Days (1.5 hours per day)
IST
About
In silico molecular modeling and docking play a crucial role in modern drug development by enabling the prediction and analysis of molecular interactions between drug candidates and their biological targets. This workshop covers both the theoretical foundations and practical applications of these techniques, focusing on molecular dynamics, binding site identification, and virtual screening. Participants will learn to use various software tools and databases, perform molecular modeling and docking studies, and interpret the results to inform drug design.
Throughout the 3-day workshop, participants will engage in hands-on sessions and projects that simulate real-world drug discovery scenarios. They will gain experience in setting up and running molecular simulations, analyzing docking results, and optimizing drug candidates based on computational predictions. By the end of the workshop, participants will be proficient in using in silico methods to enhance the efficiency and effectiveness of drug development processes, making them valuable assets in pharmaceutical and biotechnology industries.
Aim
The workshop aims to equip participants with comprehensive knowledge and practical skills in in silico molecular modeling and docking techniques. This knowledge will be essential for accelerating the drug discovery process and optimizing drug candidates through computational methods.
Workshop Objectives
- Understand the principles of molecular modeling and docking.
- Master the use of computational tools for drug discovery.
- Perform virtual screening and binding site analysis.
- Interpret docking results and optimize drug candidates.
- Apply in silico techniques to real-world drug development projects.
Workshop Structure
Module 1: Preparation of Protein Structure
Preparation of compound library
- Generating the 2D structure
- Generating the 3D structure
Energy and molecular properties calculation
- Force field and Energy minimization
- Properties based on Quantum Mechanics
Tools:
- ISIS Draw/ChemSketch
- Argus Lab
- Mopac
Module 2: Protein active site prediction
Overview of Protein and their interaction with ligand
- Overview of protein 3D structure file format
- Overview of small molecule databases
Protein Active site
- Protein Active site Properties
- Protein active site prediction
Tools:
- Protein Data Bank (PDB)/PDBSum
- PubChem/Drug Bank/Zinc Database
- Active site prediction tool
Module 3: Comparative modeling/homology modeling
- Protein 3D structure Prediction based on homology
- Ab initio structure prediction
Tools: Modeller & Online Tools for Ab initio structure prediction
Module 4: Structure Validation
- Protein Structure validation
- Ramachandran plot
Tools: SAVES server
Module 5: Docking and Interaction studies
- Structure Based Drug Design (SBDD)
- Ligand Based Drug Design (LBDD)
Tools: PyRx & ArgusLab
Participant’s Eligibility
- Undergraduate degree in Bioinformatics, Biotechnology, Chemistry, Pharmaceutical Sciences, or related fields.
- Professionals working in pharmaceutical or biotechnology industries.
- Individuals with a keen interest in drug discovery and computational modeling.
Workshop Outcomes
Participants will gain expertise in molecular modeling and docking, enabling them to design and optimize drug candidates using computational methods. They will be able to perform virtual screening, analyze binding interactions, and contribute to the drug discovery process with advanced in silico techniques.
Fee Structure
Standard Fee: INR 3,998 USD 100
Discounted Fee: INR 1999 USD 50
List of Currencies
Key Takeaways
- Access to Live Lectures
- Access to Recorded Sessions
- e-Certificate
- Query Solving Post Workshop
Future Career Prospects
- Computational Chemist
- Drug Design Scientist
- Molecular Modeler
- Pharmacologist
- Research Scientist in Pharmaceutical Companies
- Bioinformatics Specialist
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All correct. Thank you very much for your suggestions and help during the course.
Very well structured and presented lectures.