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
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;
Conference_Titel :
Database and Expert Systems Applications, 2003. Proceedings. 14th International Workshop on
Print_ISBN :
0-7695-1993-8
DOI :
10.1109/DEXA.2003.1231992