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Structure Validation Ramachandran Geometry & Energetics Training | QC, Energetics & Simulation-Ready Models

NTHRYS >> Services >> Academic Services >> Training Programs >> Bioinformatics Training >> Structural Bioinformatics, Protein Engineering & Biophysics >> Structure Validation Ramachandran Geometry & Energetics Training | QC, Energetics & Simulation-Ready Models

Structure Validation — Ramachandran, Geometry & Energetics — Hands-on

Learn how to rigorously validate protein structures using Ramachandran statistics, backbone and sidechain geometry, steric clashes and energy-based metrics. This module takes you from raw PDB models to fully checked, documented, and simulation-ready structures with clear validation reports suitable for publications and downstream design.

Structure Validation — Ramachandran, Geometry & Energetics
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Session 1
Fee: Rs 14800
Ramachandran Plots & Backbone Geometry
  • Backbone torsion angles and secondary structure
  • φ/ψ angles α-helix / β-sheet / loop regions cis/trans peptide bonds
  • Reading and interpreting Ramachandran plots
  • favored / allowed / disallowed regions Gly / Pro / pre-Pro special cases outlier classification
  • Backbone geometry validation toolkit
  • MolProbity / PROCHECK Phenix validation integration with PyMOL / ChimeraX
Session 2
Fee: Rs 18800
Sidechains, Rotamers & Steric Clashes
  • Sidechain geometry and rotamer preferences
  • rotamer libraries outlier sidechains environment-dependence
  • Steric clashes and packing defects
  • clashscore and bump analysis van der Waals overlaps core vs surface packing issues
  • Hydrogen bond and salt-bridge networks
  • donor/acceptor geometry electrostatic contacts water-mediated interactions
Session 3
Fee: Rs 22800
Energetics, Force Fields & Stability Checks
  • Energy functions and scoring terms
  • bonded vs non-bonded terms electrostatics / van der Waals implicit solvent models
  • Force-field based structure checks
  • AMBER / CHARMM / OPLS restrained minimization strain and hotspot identification
  • Stability and suitability for MD/docking
  • energy profiles and outliers interface vs core stability screening models before simulation
Session 4
Fee: Rs 25800
Integrated Validation Workflow & Reporting
  • Designing a structure validation checklist
  • backbone & sidechain geometry clashes & packing energy and stability metrics
  • Automation and batch validation
  • command-line validation tools Python / shell scripting integration with modelling pipelines
  • Deliverables: validation dossier & simulation-ready structure
  • clean PDB with annotations validation report (PDF/HTML) before/after comparison figures


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