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Pin-Align: A New Dynamic Programming Approach to Align Protein-Protein Interaction Networks

Authors :
Farid Amir-Ghiasvand
Vida Momenzadeh
Abbas Nowzari-Dalini
Source :
Computational and Mathematical Methods in Medicine, Vol 2014 (2014), Computational and Mathematical Methods in Medicine
Publication Year :
2014
Publisher :
Hindawi Limited, 2014.

Abstract

To date, few tools for aligning protein-protein interaction networks have been suggested. These tools typically find conserved interaction patterns using various local or global alignment algorithms. However, the improvement of the speed, scalability, simplification, and accuracy of network alignment tools is still the target of new researches. In this paper, we introducePin-Align, a new tool for local alignment of protein-protein interaction networks.Pin-Alignaccuracy is tested on protein interaction networks from IntAct, DIP, and the Stanford Network Database and the results are compared with other well-known algorithms. It is shown thatPin-Alignhas higher sensitivity and specificity in terms of KEGG Ortholog groups.

Details

Language :
English
ISSN :
17486718
Volume :
2014
Database :
OpenAIRE
Journal :
Computational and Mathematical Methods in Medicine
Accession number :
edsair.doi.dedup.....a79977dbf62dbae73a9f91346105c4da