Protein Modeling

Module 2
  1. The Protein Data Bank (PDB)
  2. Relationship between sequence and 3D structure of a protein
  3. Alignment of protein sequences
  4. Needleman-Wunsch alignment method
  5. Multiple sequence alignments (MSA)
  6. Homology modeling of proteins
  7. Construction of the core
  8. Refinement of the homology model
  9. Model verification
  10. Comparison of various strategies in homology modeling
  11. Drug designing
  12. Molecular recognition
  13. Structure-based Ligand design
  14. Molecular docking
  15. Virtual screening
  16. Structure-based Pharmacophore generation
  17. Pharmacophore representation
  18. De Novo design of ligands
  19. Peptides and peptide analogs as drugs: Peptidomimetics
  20. Basic concepts of QSAR
  21. 2D-QSAR in drug design
  22. Principal component analysis (PCA)
  23. Multiple linear regressions (MLR)
  24. Principle component regression (PCR)
  25. Partial least squares method (PLS)
  26. COMFA and COMSIA
  27. ADMET calculation





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