ConsDiff: an algorithm for the detection of conserved differences between protein sequences

摘要

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. Mapping these differences to individual amino-acid residues is typically done by an expert. This is a subjective and non-scalable approach. ConsDiff is an algorithm that automates this process. It is based on a set of parametric rules using amino-acid substitution matrices and a multiple sequence alignment. This allows the automated discovery of candidate residues that may be responsible for critical differences in function, which may then be experimentally verified.