B Zhang, S Horvath - … applications in genetics and molecular biology, 2005 - degruyter.com
… A major goal of the analysis was to relate intramodular gene connectivity to prognostic … To define prognostic gene significance, we regressed patient survival on individual gene expres…
Ş Nacu, R Critchley-Thorne, P Lee, S Holmes - Bioinformatics, 2007 - academic.oup.com
… -gene and network-based approaches, we only look at genes with at least one interaction. To reduce the number of false positives, we select for multiple testing only the genes that …
Z Li, J Peng, X Wen, H Guo - Journal of integrative plant …, 2012 - Wiley Online Library
… genes potentially associated with leaf senescence, the Leaf Senescence Database (LSD). In this study, we built genenetworks … promoting or delaying senescence genes in LSD. Our …
… Conversely, microarray data analysis techniques (… in network theory. We describe conditions when a close relationship exists between networkanalysis and microarray data analysis …
A Ghazalpour, S Doss, B Zhang, S Wang… - PLoS …, 2006 - journals.plos.org
… genes. In this study, the authors use a genenetwork–based approach for integrating clinical traits, genetic marker data, and gene expression data. Instead of focusing on individual …
… networkanalysis framework called Multiscale Embedded Gene Co-expression Network Analysis (… We developed a novel co-expression networkanalysis framework named Multiscale …
… pathway of the genes and proteins has … for gene and protein-protein interaction (PPI) network analysis but also to extract useful and meaningful information from the interaction networks. …
… analysis of prognostic genes in terms of key network properties (for example, whether they tend to be hub genes … distinct patterns of prognostic genes and identify modules associated …
TF Fuller, A Ghazalpour, JE Aten, TA Drake… - Mammalian …, 2007 - Springer
… : single-networkanalysis and differential networkanalysis. Single-networkanalysis reveals … of WGCNA, differential networkanalysis, which may be useful in identifying gene pathways …