• DocumentCode
    472133
  • Title

    Protein-protein docking with reduced potentials by exploiting multi-dimensional energy funnels

  • Author

    Paschalidis, Ioannis Ch ; Shen, Yang ; Vakili, Pirooz ; Vajda, Sandor

  • Author_Institution
    Dept. of Manuf. Eng., Boston Univ., MA
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    5330
  • Lastpage
    5333
  • Abstract
    We propose a new computational approach for protein docking exploiting energy funnels in the 6-dimensional space of translations and rotations of the ligand with respect to the receptor. Our approach consists of a series of translational and orientational moves of the ligand towards the receptor. Each move is performed using a global optimization method we have developed - the semi-definite underestimation (SDU) method - which can exploit a funnel-like energy function. We compared our approach with Monte Carlo on a set of 10 protein complexes using two residue-level potentials. To achieve the same level of performance (produce a near-native les3 Aring RMSD complex) our approach reduces energy evaluations by more than a factor of two, on average
  • Keywords
    biology computing; molecular biophysics; molecular configurations; optimisation; proteins; rotational states; translational states; global optimization method; ligands; multidimensional energy funnels; orientational adjustment; protein structures; protein-protein docking; protein-protein interaction; residue-level potentials; rotational space; semidefinite underestimation method; translational space; Cities and towns; Computational biology; Genomics; Helium; Minimization methods; Monte Carlo methods; Optimization methods; Proteins; Shape; USA Councils; Computational biology; Global optimization; Molecular docking; Semi-definite programming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
  • Conference_Location
    New York, NY
  • ISSN
    1557-170X
  • Print_ISBN
    1-4244-0032-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2006.260790
  • Filename
    4463007