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ProteinNET: A Protein Interaction Network Integration System

Authors :
Xindong Wu
Tianyu Cao
Xiaohua Hu
Source :
Studies in Computational Intelligence ISBN: 9783642307317, Modern Advances in Intelligent Systems and Tools
Publication Year :
2012
Publisher :
Springer Berlin Heidelberg, 2012.

Abstract

Protein interaction networks are of great importance to understand the biological cellular process. Recent advances in high-throughput detection methods, such as the yeast two hybrid method, have given researchers access to large volumes of PPI network data. However, protein interaction databases published by different research groups use different protein naming systems and have different levels of reliability. In this paper we design ProteinNET, a protein interaction network integration system, to integrate protein interaction databases from different sources and improve the quality of the protein interaction network by using noise reduction techniques. In addition, the proteinNET system provides five methods to visualize the protein interaction network. The ProteinNET system can help researchers explore the protein interaction network of different data sources.

Details

ISBN :
978-3-642-30731-7
ISBNs :
9783642307317
Database :
OpenAIRE
Journal :
Studies in Computational Intelligence ISBN: 9783642307317, Modern Advances in Intelligent Systems and Tools
Accession number :
edsair.doi...........79a9543151bfb3dbcf548a5a0dda11ad
Full Text :
https://doi.org/10.1007/978-3-642-30732-4_9