Clustering protein fragments to extract a shape library - PowerPoint PPT Presentation

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Clustering protein fragments to extract a shape library

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Longer fragments give better fit at same complexity. Fits Park&Levitt protein set better than previous results. complexity (states/residue) ... – PowerPoint PPT presentation

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Title: Clustering protein fragments to extract a shape library


1
Clustering protein fragments to extract a shape
library
JMB (2002) 323, 297-307
2
Example of 2D library
  • 4 fragments 6 residues each
  • sample structures constructed from this library

3
Longer fragments give better fit at same
complexity
  • Longer fragments give better fit at same
    complexity
  • Fits ParkLevitt protein set better than previous
    results

average cRMS distance
complexity (states/residue)
4
1tim Approximations
real protein
better
5
Structural representation via strings of fragments
  • For short strings exhaustive enumeration
  • Loops
  • Sampling string space to investigate properties
    of structural space Biopolymers 02
  • Some techniques used for analysis of string
    objects can migrate
  • Entropy of protein structure

6
Investigating folding in 2D
  • Energy as in the HP model
  • Use Monte-Carlo to simulate folding
  • Pseudo triangulation mechanisms define possible
    expansive/contractive motions

threshold
PHHPPPPHHHHPHHP
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