• DocumentCode
    1850944
  • Title

    The determination of protein structures with a Gaussian objective function

  • Author

    Usui, Ryoji ; DOI, Shinji ; Kumagai, Sadatoshi

  • Author_Institution
    Dept. of Electr. Eng., Osaka Univ., Japan
  • Volume
    1
  • fYear
    2004
  • fDate
    25-28 July 2004
  • Abstract
    It is important to determine a three-dimensional protein structure in the elucidation of biological phenomena, the development of drug medicines, etc. The conformation of proteins is mainly analyzed by the NMR (nuclear magnetic resonance) analysis and the X-ray crystallographic analysis. In the NMR analysis, distance data among some atoms are approximately given, and a protein structure is determined by solving the so-called distance geometry problem. In this research, we propose a Gaussian objective function and determine the protein conformation by solving the optimization problem of the objective function.
  • Keywords
    Gaussian processes; X-ray crystallography; biological techniques; biomedical NMR; drugs; geometry; optimisation; proteins; Gaussian objective function; NMR analysis; X-ray crystallographic analysis; biological phenomena; distance geometry problem; drug medicines; nuclear magnetic resonance analysis; optimization problem; three dimensional protein structure; Biomedical imaging; Crystallization; Crystallography; Data analysis; Drugs; Engineering in medicine and biology; Information geometry; Magnetic analysis; Nuclear magnetic resonance; Protein engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
  • Print_ISBN
    0-7803-8346-X
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2004.1353887
  • Filename
    1353887