DocumentCode :
598791
Title :
Search of protein structural blocks through secondary structure triplets
Author :
Cantoni, Virginio ; Ferone, Alessio ; Ozbudak, O. ; Petrosino, Alfredo
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Pavia, Pavia, Italy
fYear :
2012
fDate :
15-18 Oct. 2012
Firstpage :
222
Lastpage :
226
Abstract :
This paper presents an approach for protein motif retrieval founded on protein secondary structures (SSs) in 3D. This is a new way to analyze the protein 3D structure. In this approach, based on the Generalized Hough Transform (GHT), the primitives are the triangles defined by the midpoints of three SSs. The three distances between each SSs couple are used in searching and in the voting process. The barycenter of the motif is assigned as the Reference Point (RP). All motif triangles are compared with all possible triangles in the macromolecule. The lengths of triangle edges are used as selective parameters. For every correspondence a vote is given to the point which is figured out as motif barycenter with a special mapping rule and the point having most votes is determined as candidate RP. In this paper we made some experiments for retrieval of four- and five-SSs motif from the macromolecule. Experimental results showed that the RP is determined with precision and this new approach to retrieve the motif is simple to implement, computationally efficient and fast.
Keywords :
Hough transforms; biology computing; information retrieval; proteins; GHT; SS distance; five-SS motif; four-SS motif; generalized Hough transform; macromolecule; mapping rule; motif barycenter; motif triangle; protein 3D structure; protein motif retrieval; protein secondary structure; protein structural block; reference point; searching process; secondary structure triplet; selective parameter; triangle edge length; voting process; Educational Activities Board; Proteins; Software; Generalized hough transform; Protein motif retrieval; Protein structure comparison; Secondary structures; Similarity search;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing Theory, Tools and Applications (IPTA), 2012 3rd International Conference on
Conference_Location :
Istanbul
ISSN :
2154-5111
Print_ISBN :
978-1-4673-2585-1
Type :
conf
DOI :
10.1109/IPTA.2012.6469525
Filename :
6469525
Link To Document :
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