DocumentCode
2079472
Title
ConsDiff: identification of conserved differences between sets of amino acid sequences
Author
Mehta, Saumil ; Dinakarpandian, Deendayal
Author_Institution
Sch. of Comput. & Eng., Missouri-Kansas Univ., Kansas, MO, USA
fYear
2003
fDate
1-5 Sept. 2003
Firstpage
21
Lastpage
24
Abstract
Proteins have been classified into families based on metrics of similarity such as sequence or structural similarity. However, there are significant differences in function even within families. For example, only a subset of the family of matrix metalloproteinases is capable of cleaving collagen. Typically, a scientist scans multiple sequence alignment by eye to find amino acids that might be responsible for differences in functionality. This is based on a set of parametric rules using log-odds scores from amino acid substitution matrices and a multiple sequence alignment. ConsDiff is a Web server-based implementation of this approach that uses ClustalW to generate a multiple sequence alignment and then highlights conserved differences between two sets of sequences. ConsDiff offers flexibility in thresholds of detection and the choice of several PAM/BLOSUM matrices, or a user specified matrix or alignment. This allows the automated discovery of candidate residues that may be responsible for critical differences in function, which may then be experimentally verified.
Keywords
Internet; biology computing; matrix algebra; molecular biophysics; proteins; sequences; ClustalW; ConsDiff; PAM/BLOSUM matrices; Web server-based implementation; amino acid sequence; amino acid substitution matrices; collagen cleaving; conserved difference identification; log-odds scores; matrix metalloproteinases; multiple sequence alignment generation; parametric rules; proteins; structural similarity; Amino acids; Cities and towns; Computer science; Conferences; Databases; Electronic mail; Expert systems; Matrices; Protein engineering;
fLanguage
English
Publisher
ieee
Conference_Titel
Database and Expert Systems Applications, 2003. Proceedings. 14th International Workshop on
ISSN
1529-4188
Print_ISBN
0-7695-1993-8
Type
conf
DOI
10.1109/DEXA.2003.1231992
Filename
1231992
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