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Hands-on Molecular Dynamics Simulation, Protein Stability and Binding Free Energy Analysis for Computational Drug Discovery

AttributeDetail
FormatRecorded Lectures
LevelIntermediate
Duration3 Days (60-90 minutes)
Certificatione-Certification + e-Marksheet
FeeFree
ToolsGROMACS CHARMM-GUI WebGRO MDWeb Google Sheets Excel VMD PyMOL ChatGPT Gemini

About the Hands-on Molecular Dynamics Simulation, Protein Stability and Binding Free Energy Analysis for Computational Drug Discovery Course

This advanced 3‑day hands‑on program introduces practical concepts of molecular dynamics (MD) simulation, protein‑ligand stability analysis, trajectory interpretation, and binding free‑energy calculations for computational drug discovery.

Move beyond static docking to evaluate how complexes behave over time under realistic biological conditions.

Program Highlights

• Comprehensive coverage of Hands from fundamentals to advanced applications

• Hands-on projects and real-world case studies in Biotechnology

• Expert-curated curriculum aligned with current industry standards

• Access to recorded lectures and e-LMS platform for flexible, self-paced learning

• e-Certification and e-Marksheet upon successful completion

• Dedicated mentor support and interactive doubt-clearing sessions

• Practical experience with tools: GROMACS, CHARMM-GUI, WebGRO, MDWeb

• Career-oriented training for academic and professional growth in Biotechnology

Course Curriculum

Module 1: Day 1 – Introduction to Molecular Dynamics Simulation and System Preparation

  • Explain limitations of docking and need for MD validation
  • Prepare protein‑ligand complexes for MD (solvation, ions, minimization)
  • Run equilibration (NVT/NPT) and production workflows using GROMACS

Module 2: Day 2 – Protein‑Ligand Stability Analysis: RMSD, RMSF & Radius of Gyration

  • Interpret RMSD for backbone and ligand to assess stability
  • Analyze RMSF to pinpoint flexible residues
  • Evaluate radius of gyration for protein compactness

Module 3: Day 3 – Hydrogen‑Bond Analysis, Binding Free Energy & Report Writing

  • Quantify hydrogen‑bond persistence and contact stability
  • Calculate MM/PBSA or MM/GBSA binding free energies
  • Draft research‑style MD reports using AI‑assisted tools

Tools, Techniques, or Platforms Covered

GROMACS CHARMM-GUI WebGRO MDWeb Google Sheets Excel VMD PyMOL ChatGPT Gemini

Real-World Applications

  • Apply Hands skills directly to academic research, thesis work, and publications
  • Build a professional portfolio showcasing practical Biotechnology competencies
  • Solve industry-relevant problems using Hands methodologies and tools
  • Contribute to open-source projects and collaborative research in Biotechnology
  • Prepare for competitive examinations, interviews, and professional certifications in Biotechnology

Who Should Attend & Prerequisites

  • Industry‑recognized e‑Certification + e‑Marksheet from NSTC
  • Hands‑on training with real‑world protein‑ligand datasets
  • Dedicated expert mentorship and doubt resolution
Prerequisites:

Certification

Sample certificate
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