• DocumentCode
    2319281
  • Title

    Comparison of RSH with shape signatures and MACT technique for shape analysis of HIV-1 protein

  • Author

    Reddy, Alla S. ; Desai, Himali ; Kumar, Sunil ; Garg, Rajni

  • Author_Institution
    Electr. & Comput. Eng. Dept., San Diego State Univ., San Diego, CA, USA
  • fYear
    2012
  • fDate
    9-12 May 2012
  • Firstpage
    47
  • Lastpage
    53
  • Abstract
    A comparative analysis of three important shape analysis techniques viz. real spherical harmonic (RSH) coefficient, shape signatures based on ray-tracing, and multi-resolution attributed contour tree (MACT) is performed to understand their strengths and weaknesses in terms of their shape description power and computational ability. The analysis is performed on anti-HIV ligands extracted from NCI database and the binding pockets of the HIV-1 protease proteins extracted from PDB. The results demonstrate that the RSH technique is more sensitive to capture the detailed shape changes of the ligand molecules and protein binding pockets over the other two techniques.
  • Keywords
    bioinformatics; biological techniques; data mining; decision trees; microorganisms; molecular biophysics; molecular configurations; proteins; ray tracing; HIV-1 protease protein binding pockets; HIV-1 protein shape analysis; MACT technique; NCI database; PDB; RSH; antiHIV ligands; computational ability; multiresolution attributed contour tree; ray tracing based shape signatures; real spherical harmonic coefficient; shape analysis techniques; shape description power; Databases; Drugs; Electric potential; Electrostatics; Proteins; Shape; Three dimensional displays; HIV-1 Protease Proteins; MACT; RSH; Shape Analysis; Shape Signatures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2012 IEEE Symposium on
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-1-4673-1190-8
  • Type

    conf

  • DOI
    10.1109/CIBCB.2012.6217210
  • Filename
    6217210