Utilizing both topological and attribute information for protein complex identification in PPI networks

AL Hu, KCC Chan - IEEE/ACM transactions on computational …, 2013 - ieeexplore.ieee.org
Many computational approaches developed to identify protein complexes in protein-protein
interaction (PPI) networks perform their tasks based only on network topologies. The …

Complex discovery from weighted PPI networks

G Liu, L Wong, HN Chua - Bioinformatics, 2009 - academic.oup.com
Motivation: Protein complexes are important for understanding principles of cellular
organization and function. High-throughput experimental techniques have produced a large …

CytoCluster: a cytoscape plugin for cluster analysis and visualization of biological networks

M Li, D Li, Y Tang, F Wu, J Wang - International journal of molecular …, 2017 - mdpi.com
Nowadays, cluster analysis of biological networks has become one of the most important
approaches to identifying functional modules as well as predicting protein complexes and …

Constructing a robust protein-protein interaction network by integrating multiple public databases

VS Martha, Z Liu, L Guo, Z Su, Y Ye, H Fang, D Ding… - BMC …, 2011 - Springer
Abstract Background Protein-protein interactions (PPIs) are a critical component for many
underlying biological processes. A PPI network can provide insight into the mechanisms of …

A max-flow-based approach to the identification of protein complexes using protein interaction and microarray data

J Feng, R Jiang, T Jiang - IEEE/ACM Transactions on …, 2010 - ieeexplore.ieee.org
The emergence of high-throughput technologies leads to abundant protein-protein
interaction (PPI) data and microarray gene expression profiles, and provides a great …

Ontology integration to identify protein complex in protein interaction networks

B Xu, H Lin, Z Yang - Proteome science, 2011 - Springer
Background Protein complexes can be identified from the protein interaction networks
derived from experimental data sets. However, these analyses are challenging because of …

A unified representation of multiprotein complex data for modeling interaction networks

C Ding, X He, RF Meraz… - … : Structure, Function, and …, 2004 - Wiley Online Library
The protein interaction network presents one perspective for understanding cellular
processes. Recent experiments employing high‐throughput mass spectrometric …

On the limits of active module identification

O Lazareva, J Baumbach, M List… - Briefings in …, 2021 - academic.oup.com
In network and systems medicine, active module identification methods (AMIMs) are widely
used for discovering candidate molecular disease mechanisms. To this end, AMIMs …

Assessment of network module identification across complex diseases

S Choobdar, ME Ahsen, J Crawford, M Tomasoni… - Nature …, 2019 - nature.com
Many bioinformatics methods have been proposed for reducing the complexity of large gene
or protein networks into relevant subnetworks or modules. Yet, how such methods compare …