• DocumentCode
    2765454
  • Title

    Refinement of docked protein complex structures using evolutionary traces

  • Author

    Akbal-Delibas, Bahar ; Hashmi, Irina ; Shehu, Amarda ; Haspel, Nurit

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Massachusetts Boston, Boston, MA, USA
  • fYear
    2011
  • fDate
    12-15 Nov. 2011
  • Firstpage
    400
  • Lastpage
    404
  • Abstract
    Detection of protein complexes and their structures is crucial for understanding the role of protein complexes in the basic biology of organisms. Computational methods can provide researchers with a good starting point for the analysis of protein complexes. However, computational docking methods are often not accurate and their results need to be further refined to improve interface packing. In this paper, we introduce a novel refinement method that incorporates evolutionary information by employing an energy function containing Evolutionary Trace (ET)-based scoring function, which also takes shape complementarity, electrostatic and Van der Waals interactions into account. We tested our method on docked candidates of three protein complexes produced by a separate docking method. Our results suggest that the energy function can help biasing the results towards complexes with native interactions, filtering out false results. Our refinement method is able to produce structures with better RMSDs with respect to the known complexes and lower energies than those initial docked structures.
  • Keywords
    bioelectric phenomena; bioinformatics; biological techniques; molecular biophysics; molecular configurations; proteins; van der Waals forces; computational docking method; electrostatic forces; energy function; evolutionary information; evolutionary trace based scoring function; interface packing; protein complex structures; refinement method; shape complementarity; van der Waals interaction; Amino acids; Computational modeling; Conferences; Educational institutions; Electrostatics; Protein engineering; Proteins; effective distance restraints; energy refinement; evolutionary trace analysis; evolutionary-conserved amino acids; protein docking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • Print_ISBN
    978-1-4577-1612-6
  • Type

    conf

  • DOI
    10.1109/BIBMW.2011.6112405
  • Filename
    6112405