Title :
Using rigidity analysis to probe mutation-induced structural changes in proteins
Author :
Jagodzinski, Filip ; Hardy, Jeanne ; Streinu, Ileana
Author_Institution :
Dept. of Comput. Sci., Univ. of Massachusetts Amherst, Amherst, MA, USA
Abstract :
Predicting how a single amino acid substitution affects the stability of a protein structure is a fundamental task in macromolecular modeling. It has relevance to drug design and understanding of disease-causing protein variants. We present KINARI-Mutagen, a web server for performing in silico mutation experiments on protein structures from the Protein Data Bank. Our rigidity-based approach permits fast evaluation of the effects of mutations that may not be easy to perform in vitro, because it is not always possible to express a protein with a specific amino acid substitution. In two case studies we use KINARI-Mutagen to identify exposed residues that are known to be conserved, and we show that our prediction in the change in a protein´s stability due to a mutation of an amino acid to glycine can be correlated against experimentally derived stability data. KINARI-Mutagen is available at http://kinari.cs.umass.edu.
Keywords :
Web services; bioinformatics; biomechanics; molecular biophysics; molecular configurations; proteins; shear modulus; KINARI-Mutagen; Web server; amino acid substitution; disease-causing protein variants; drug design; glycine; in silico mutation experiments; macromolecular modeling; mutation-induced structural changes; protein data bank; protein structure; residues; rigidity analysis; Amino acids; Image color analysis; Protein engineering; Proteins; Software; Solvents; Stability analysis; mutations; protein rigidity; stability prediction;
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1612-6
DOI :
10.1109/BIBMW.2011.6112410