[HTML][HTML] Learning from co-expression networks: possibilities and challenges

EAR Serin, H Nijveen, HWM Hilhorst… - Frontiers in plant …, 2016 - frontiersin.org
Plants are fascinating and complex organisms. A comprehensive understanding of the
organization, function and evolution of plant genes is essential to disentangle important …

Network-based methods for predicting essential genes or proteins: a survey

X Li, W Li, M Zeng, R Zheng, M Li - Briefings in bioinformatics, 2020 - academic.oup.com
Genes that are thought to be critical for the survival of organisms or cells are called essential
genes. The prediction of essential genes and their products (essential proteins) is of great …

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 …

Thermal proximity coaggregation for system-wide profiling of protein complex dynamics in cells

CSH Tan, KD Go, X Bisteau, L Dai, CH Yong, N Prabhu… - Science, 2018 - science.org
Proteins differentially interact with each other across cellular states and conditions, but an
efficient proteome-wide strategy to monitor them is lacking. We report the application of …

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 …

Integrating coexpression networks with GWAS to prioritize causal genes in maize

RJ Schaefer, JM Michno, J Jeffers, O Hoekenga… - The Plant …, 2018 - academic.oup.com
Genome-wide association studies (GWAS) have identified loci linked to hundreds of traits in
many different species. Yet, because linkage equilibrium implicates a broad region …

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 …

A fast hierarchical clustering algorithm for functional modules discovery in protein interaction networks

J Wang, M Li, J Chen, Y Pan - IEEE/ACM Transactions on …, 2010 - ieeexplore.ieee.org
As advances in the technologies of predicting protein interactions, huge data sets portrayed
as networks have been available. Identification of functional modules from such networks is …

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 …

Efficiently detecting protein complexes from protein interaction networks via alternating direction method of multipliers

L Hu, X Yuan, X Liu, S Xiong… - IEEE/ACM transactions on …, 2018 - ieeexplore.ieee.org
Protein complexes are crucial in improving our understanding of the mechanisms employed
by proteins. Various computational algorithms have thus been proposed to detect protein …