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
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