Title :
3D protein structure similarity comparison using a shape distribution method
Author :
Zhou, Ying ; Zhang, C. Kaixing ; Ma, Yuankui
Author_Institution :
Lauterbur Biomed. Imaging Center, Chinese Acad. of Sci., Shenzhen
Abstract :
Protein structure comparison is one of the most important problems in computational biology and plays a key role in protein structure prediction. A new method based on the shape distribution of Calpha representation of the backbone is proposed for evaluating structural similarity between protein pairs. The method is completely independent of sequence information. By examining the 3D proteins structural data from Protein Data Bank (PDB) using the method, strong shape distribution similarity is detected between protein pairs with close structures and functions. It provides a helpful method to measure protein pairspsila similarity when sequence similarity is not enough.
Keywords :
biology computing; molecular biophysics; proteins; 3D protein structure; Calpha representation; backbone; computational biology; protein pairs; sequence information; shape distribution method; Area measurement; Biomedical engineering; Biomedical measurements; Data mining; Eigenvalues and eigenfunctions; Noise shaping; Protein engineering; Shape measurement; Spine; Volume measurement; Feature Extraction; Function Distance; Protein Structure comparison; Shape Distribution Curves;
Conference_Titel :
Information Technology and Applications in Biomedicine, 2008. ITAB 2008. International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-2254-8
Electronic_ISBN :
978-1-4244-2255-5
DOI :
10.1109/ITAB.2008.4570669