• DocumentCode
    397280
  • Title

    A statistical model of proteolytic digestion

  • Author

    Wang, I-Jeng ; Diehl, Christopher P. ; Pineda, Fernando J.

  • Author_Institution
    Appl. Phys. Lab., Johns Hopkins Univ., Laurel, MD, USA
  • fYear
    2003
  • fDate
    11-14 Aug. 2003
  • Firstpage
    506
  • Lastpage
    508
  • Abstract
    We present a stochastic model of proteolytic digestion of a proteome, assuming the distribution of parent protein lengths in the proteome, the relative abundances of the 20 amino acids in the proteome, and the digestion "rules" of the enzyme used in the digestion. We derived a closed form expression for the fragment mass distribution for a large class of enzymes including the widely used trypsin. The expression uses the distribution of lengths in a mixture of proteins taken from a proteome, as well as the relative abundances of the 20 amino acids in the proteome. The agreement between theory and the in silica digest is excellent.
  • Keywords
    biochemistry; enzymes; SiO2; amino acids; enzyme; fragment mass distribution; parent protein length; proteolytic digestion; proteome; silica digest; statistical model; stochastic model; trypsin; Bioinformatics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE
  • Print_ISBN
    0-7695-2000-6
  • Type

    conf

  • DOI
    10.1109/CSB.2003.1227390
  • Filename
    1227390