Title
Mining overrepresented 3D patterns of secondary structures in proteins.
Abstract
We consider the problem of finding overrepresented arrangements of secondary structure elements (SSEs) in a given dataset of representative protein structures. While most papers in the literature study the distribution of geometrical properties, in particular angles and distances, between pairs of interacting SSEs, in this paper we focus on the distribution of angles of all quartets of SSEs and on the extraction of overrepresented angular patterns. We propose a variant of the Apriori method that obtains overrepresented arrangements of quartets of SSEs by combining arrangements of triplets of SSEs. This specific case will pose the basis for a natural extension of the problem to any given number of SSEs. We analyze the results of our method on a dataset of 300 nonredundant proteins. Supplementary material is available at (http://www.dei.unipd.it/nciompin/papers/CGZ-jbcb-suppl.pdf/).
Year
DOI
Venue
2008
10.1142/S0219720008003849
J. Bioinformatics and Computational Biology
Keywords
Field
DocType
protein structure,computational geometry,secondary structure
Computational geometry,A priori and a posteriori,Bioinformatics,Protein secondary structure,Mathematics
Journal
Volume
Issue
ISSN
6
6
0219-7200
Citations 
PageRank 
References 
1
0.37
4
Authors
3
Name
Order
Citations
PageRank
Matteo Comin119120.94
C. Guerra246752.24
Giuseppe Zanotti3262.91