Identifying protein complexes and functional modules—from static PPI networks to dynamic PPI networks

B Chen, W Fan, J Liu, FX Wu - Briefings in bioinformatics, 2014 - academic.oup.com
Cellular processes are typically carried out by protein complexes and functional modules.
Identifying them plays an important role for our attempt to reveal principles of cellular …

CytoNCA: a cytoscape plugin for centrality analysis and evaluation of protein interaction networks

Y Tang, M Li, J Wang, Y Pan, FX Wu - Biosystems, 2015 - Elsevier
Background and scope Nowadays, centrality analysis has become a principal method for
identifying essential proteins in biological networks. Here we present CytoNCA, a Cytoscape …

Protein interaction networks: centrality, modularity, dynamics, and applications

X Meng, W Li, X Peng, Y Li, M Li - Frontiers of Computer Science, 2021 - Springer
In the post-genomic era, proteomics has achieved significant theoretical and practical
advances with the development of high-throughput technologies. Especially the rapid …

K-core decomposition of large networks on a single PC

W Khaouid, M Barsky, V Srinivasan… - Proceedings of the VLDB …, 2015 - dl.acm.org
Studying the topology of a network is critical to inferring underlying dynamics such as
tolerance to failure, group behavior and spreading patterns. k-core decomposition is a well …

Identification of essential proteins based on edge clustering coefficient

J Wang, M Li, H Wang, Y Pan - IEEE/ACM Transactions on …, 2011 - ieeexplore.ieee.org
Identification of essential proteins is key to understanding the minimal requirements for
cellular life and important for drug design. The rapid increase of available protein-protein …

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach

I Aljarah, M Mafarja, AA Heidari, H Faris… - … and Information Systems, 2020 - Springer
Grey wolf optimizer (GWO) is known as one of the recent popular metaheuristic algorithms
inspired from the social collaboration and team hunting activities of grey wolves in nature …

ClusterViz: a cytoscape APP for cluster analysis of biological network

J Wang, J Zhong, G Chen, M Li, F Wu… - IEEE/ACM transactions …, 2014 - ieeexplore.ieee.org
Cluster analysis of biological networks is one of the most important approaches for
identifying functional modules and predicting protein functions. Furthermore, visualization of …

Brain-wide functional architecture remodeling by alcohol dependence and abstinence

A Kimbrough, DJ Lurie, A Collazo… - Proceedings of the …, 2020 - National Acad Sciences
Alcohol abuse and alcohol dependence are key factors in the development of alcohol use
disorder, which is a pervasive societal problem with substantial economic, medical, and …

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 …

Towards the identification of protein complexes and functional modules by integrating PPI network and gene expression data

M Li, X Wu, J Wang, Y Pan - BMC bioinformatics, 2012 - Springer
Background Identification of protein complexes and functional modules from protein-protein
interaction (PPI) networks is crucial to understanding the principles of cellular organization …