Weighted gene co-expression network analysis identifies biomarkers in glycerol kinase deficient mice.

PubWeight™: 0.93‹?›

🔗 View Article (PMID 19546021)

Published in Mol Genet Metab on May 27, 2009

Authors

Nicole K MacLennan1, Jun Dong, Jason E Aten, Steve Horvath, Lola Rahib, Loren Ornelas, Katrina M Dipple, Edward R B McCabe

Author Affiliations

1: Department of Pediatrics, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA 90095-1752, USA.

Articles citing this

The association of multiple interacting genes with specific phenotypes in rice using gene coexpression networks. Plant Physiol (2010) 1.25

Weighted frequent gene co-expression network mining to identify genes involved in genome stability. PLoS Comput Biol (2012) 1.19

Massive-scale gene co-expression network construction and robustness testing using random matrix theory. PLoS One (2013) 0.89

Genetic architecture of gene expression in ovine skeletal muscle. BMC Genomics (2011) 0.88

Systems analysis of human brain gene expression: mechanisms for HIV-associated neurocognitive impairment and common pathways with Alzheimer's disease. BMC Med Genomics (2013) 0.86

Normalized lmQCM: An Algorithm for Detecting Weak Quasi-Cliques in Weighted Graph with Applications in Gene Co-Expression Module Discovery in Cancers. Cancer Inform (2016) 0.86

A new model to study neurodegeneration in ataxia oculomotor apraxia type 2. Hum Mol Genet (2015) 0.79

Glycerol hypersensitivity in a Drosophila model for glycerol kinase deficiency is affected by mutations in eye pigmentation genes. PLoS One (2012) 0.79

Rat hepatocytes weighted gene co-expression network analysis identifies specific modules and hub genes related to liver regeneration after partial hepatectomy. PLoS One (2014) 0.77

Different Statistical Approaches to Investigate Porcine Muscle Metabolome Profiles to Highlight New Biomarkers for Pork Quality Assessment. PLoS One (2016) 0.76

A Systems Approach Implicates a Brain Mitochondrial Oxidative Homeostasis Co-expression Network in Genetic Vulnerability to Alcohol Withdrawal. Front Genet (2017) 0.75

Disruption of glycerol metabolism by RNAi targeting of genes encoding glycerol kinase results in a range of phenotype severity in Drosophila. PLoS One (2013) 0.75

Connectivity in gene coexpression networks negatively correlates with rates of molecular evolution in flowering plants. PLoS One (2017) 0.75

Identification of prognostic markers of high grade prostate cancer through an integrated bioinformatics approach. J Cancer Res Clin Oncol (2017) 0.75

Articles by these authors

WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics (2008) 18.58

A general framework for weighted gene co-expression network analysis. Stat Appl Genet Mol Biol (2005) 17.23

Molecular determinants of the response of glioblastomas to EGFR kinase inhibitors. N Engl J Med (2005) 15.42

Variations in DNA elucidate molecular networks that cause disease. Nature (2008) 12.04

Transcriptomic analysis of autistic brain reveals convergent molecular pathology. Nature (2011) 10.16

Gene expression profiling of gliomas strongly predicts survival. Cancer Res (2004) 7.79

Defining clusters from a hierarchical cluster tree: the Dynamic Tree Cut package for R. Bioinformatics (2007) 7.72

DNA methylation age of human tissues and cell types. Genome Biol (2013) 7.48

Role of the murine reprogramming factors in the induction of pluripotency. Cell (2009) 7.46

Global histone modification patterns predict risk of prostate cancer recurrence. Nature (2005) 7.03

Functional organization of the transcriptome in human brain. Nat Neurosci (2008) 7.02

Integrating genetic and network analysis to characterize genes related to mouse weight. PLoS Genet (2006) 5.82

Conservation and evolution of gene coexpression networks in human and chimpanzee brains. Proc Natl Acad Sci U S A (2006) 5.69

Antitumor activity of rapamycin in a Phase I trial for patients with recurrent PTEN-deficient glioblastoma. PLoS Med (2008) 5.54

Geometric interpretation of gene coexpression network analysis. PLoS Comput Biol (2008) 4.57

Eigengene networks for studying the relationships between co-expression modules. BMC Syst Biol (2007) 4.06

Population screening in the age of genomic medicine. N Engl J Med (2003) 3.89

Gene connectivity, function, and sequence conservation: predictions from modular yeast co-expression networks. BMC Genomics (2006) 3.87

Gene network interconnectedness and the generalized topological overlap measure. BMC Bioinformatics (2007) 3.83

Identification of molecular subtypes of glioblastoma by gene expression profiling. Oncogene (2003) 3.83

DNA demethylation in the human FOXP3 locus discriminates regulatory T cells from activated FOXP3(+) conventional T cells. Eur J Immunol (2007) 3.80

Weighted gene coexpression network analysis strategies applied to mouse weight. Mamm Genome (2007) 3.59

Epigenetic predictor of age. PLoS One (2011) 3.46

Elucidating the role of gonadal hormones in sexually dimorphic gene coexpression networks. Endocrinology (2008) 3.38

Analysis of the phosphatidylinositol 3'-kinase signaling pathway in glioblastoma patients in vivo. Cancer Res (2003) 3.36

Understanding network concepts in modules. BMC Syst Biol (2007) 3.28

Carbonic anhydrase IX is an independent predictor of survival in advanced renal clear cell carcinoma: implications for prognosis and therapy. Clin Cancer Res (2003) 3.25

Large deletions and point mutations involving the dedicator of cytokinesis 8 (DOCK8) in the autosomal-recessive form of hyper-IgE syndrome. J Allergy Clin Immunol (2009) 3.13

Gene expression profiling identifies molecular subtypes of gliomas. Oncogene (2003) 3.13

Genetic programs in human and mouse early embryos revealed by single-cell RNA sequencing. Nature (2013) 3.06

Aging effects on DNA methylation modules in human brain and blood tissue. Genome Biol (2012) 3.05

Identification of inflammatory gene modules based on variations of human endothelial cell responses to oxidized lipids. Proc Natl Acad Sci U S A (2006) 3.03

Validation of candidate causal genes for obesity that affect shared metabolic pathways and networks. Nat Genet (2009) 2.97

Is my network module preserved and reproducible? PLoS Comput Biol (2011) 2.91

Targeting RNA foci in iPSC-derived motor neurons from ALS patients with a C9ORF72 repeat expansion. Sci Transl Med (2013) 2.89

Integrative functional genomic analyses implicate specific molecular pathways and circuits in autism. Cell (2013) 2.87

Divergence of human and mouse brain transcriptome highlights Alzheimer disease pathways. Proc Natl Acad Sci U S A (2010) 2.85

Global analysis of gene activity during Arabidopsis seed development and identification of seed-specific transcription factors. Proc Natl Acad Sci U S A (2010) 2.81

Retracted Mutations in CLCN2 encoding a voltage-gated chloride channel are associated with idiopathic generalized epilepsies. Nat Genet (2003) 2.70

Optimal left ventricular endocardial pacing sites for cardiac resynchronization therapy in patients with ischemic cardiomyopathy. J Am Coll Cardiol (2010) 2.66

Freedom from atrial tachyarrhythmias after catheter ablation of atrial fibrillation: a randomized comparison between 2 current ablation strategies. Circulation (2005) 2.61

Differential sensitivity of glioma- versus lung cancer-specific EGFR mutations to EGFR kinase inhibitors. Cancer Discov (2012) 2.61

The microRNA miR-182 is induced by IL-2 and promotes clonal expansion of activated helper T lymphocytes. Nat Immunol (2010) 2.53

Using genetic markers to orient the edges in quantitative trait networks: the NEO software. BMC Syst Biol (2008) 2.51

Celsius: a community resource for Affymetrix microarray data. Genome Biol (2007) 2.38

Network neighborhood analysis with the multi-node topological overlap measure. Bioinformatics (2006) 2.35

Kidney transplant rejection and tissue injury by gene profiling of biopsies and peripheral blood lymphocytes. Am J Transplant (2004) 2.35

Gene expression analysis of glioblastomas identifies the major molecular basis for the prognostic benefit of younger age. BMC Med Genomics (2008) 2.29

Global levels of histone modifications predict prognosis in different cancers. Am J Pathol (2009) 2.28

Use of electrochemical DNA biosensors for rapid molecular identification of uropathogens in clinical urine specimens. J Clin Microbiol (2006) 2.27

A systems genetics approach implicates USF1, FADS3, and other causal candidate genes for familial combined hyperlipidemia. PLoS Genet (2009) 2.24

EGFR signaling through an Akt-SREBP-1-dependent, rapamycin-resistant pathway sensitizes glioblastomas to antilipogenic therapy. Sci Signal (2009) 2.23

Prospective randomized study comparing amiodarone vs. amiodarone plus losartan vs. amiodarone plus perindopril for the prevention of atrial fibrillation recurrence in patients with lone paroxysmal atrial fibrillation. Eur Heart J (2006) 2.21

Deformability-based cell classification and enrichment using inertial microfluidics. Lab Chip (2011) 2.21

Characterization of acute and subacute radiofrequency ablation lesions with nonenhanced magnetic resonance imaging. Heart Rhythm (2006) 2.17

Signed weighted gene co-expression network analysis of transcriptional regulation in murine embryonic stem cells. BMC Genomics (2009) 2.15

Neurosphere formation is an independent predictor of clinical outcome in malignant glioma. Stem Cells (2009) 2.10

Long-term single procedure efficacy of catheter ablation of atrial fibrillation. J Interv Card Electrophysiol (2006) 2.05

Maternal embryonic leucine zipper kinase is a key regulator of the proliferation of malignant brain tumors, including brain tumor stem cells. J Neurosci Res (2008) 1.96

Strategies for aggregating gene expression data: the collapseRows R function. BMC Bioinformatics (2011) 1.96

Integrated weighted gene co-expression network analysis with an application to chronic fatigue syndrome. BMC Syst Biol (2008) 1.93

Sexually dimorphic gene expression in mouse brain precedes gonadal differentiation. Brain Res Mol Brain Res (2003) 1.93

Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma. Mod Pathol (2005) 1.89

Down syndrome: coercion and eugenics. Genet Med (2011) 1.82

Complications of catheter ablation for atrial fibrillation: incidence and predictors. J Cardiovasc Electrophysiol (2008) 1.81

Pancreatic cancer clinical trials and accrual in the United States. J Clin Oncol (2013) 1.81

Automated detection and characterization of complex fractionated atrial electrograms in human left atrium during atrial fibrillation. Heart Rhythm (2007) 1.80

Novel role for the orphan nuclear receptor Dax1 in embryogenesis, different from steroidogenesis. Mol Genet Metab (2006) 1.77

Incidence and predictors of left atrial thrombus prior to catheter ablation of atrial fibrillation. J Cardiovasc Electrophysiol (2008) 1.75

Incidence and predictors of periprocedural cerebrovascular accident in patients undergoing catheter ablation of atrial fibrillation. J Cardiovasc Electrophysiol (2009) 1.74

The organization of the transcriptional network in specific neuronal classes. Mol Syst Biol (2009) 1.74

Fast R Functions for Robust Correlations and Hierarchical Clustering. J Stat Softw (2012) 1.72

Weighted gene co-expression network analysis of the peripheral blood from Amyotrophic Lateral Sclerosis patients. BMC Genomics (2009) 1.72

Genetic analysis of DNA methylation and gene expression levels in whole blood of healthy human subjects. BMC Genomics (2012) 1.70

Using tumor markers to predict the survival of patients with metastatic renal cell carcinoma. J Urol (2005) 1.60

Magnetic resonance-based anatomical analysis of scar-related ventricular tachycardia: implications for catheter ablation. Circ Res (2007) 1.58

Relationship between gene expression and enhancement in glioblastoma multiforme: exploratory DNA microarray analysis. Radiology (2008) 1.58

Cellular histone modification patterns predict prognosis and treatment response in resectable pancreatic adenocarcinoma: results from RTOG 9704. J Clin Oncol (2010) 1.57

Resistance to diet-induced obesity in mice with synthetic glyoxylate shunt. Cell Metab (2009) 1.56

Development of an advanced electrochemical DNA biosensor for bacterial pathogen detection. J Mol Diagn (2007) 1.52

Single-gene disorders: what role could moonlighting enzymes play? Am J Hum Genet (2005) 1.52

Using protein expressions to predict survival in clear cell renal carcinoma. Clin Cancer Res (2004) 1.51

Comparison of co-expression measures: mutual information, correlation, and model based indices. BMC Bioinformatics (2012) 1.47

Prostate stem cell antigen expression is associated with gleason score, seminal vesicle invasion and capsular invasion in prostate cancer. J Urol (2004) 1.47

High concentrations of long interspersed nuclear element sequence distinguish monoallelically expressed genes. Proc Natl Acad Sci U S A (2003) 1.47

Air-pollutant chemicals and oxidized lipids exhibit genome-wide synergistic effects on endothelial cells. Genome Biol (2007) 1.46

Gene coexpression network topology of cardiac development, hypertrophy, and failure. Circ Cardiovasc Genet (2010) 1.46

A gene co-expression network in whole blood of schizophrenia patients is independent of antipsychotic-use and enriched for brain-expressed genes. PLoS One (2012) 1.45

Breast cancer molecular signatures as determined by SAGE: correlation with lymph node status. Mol Cancer Res (2007) 1.45

Presence of a putative tumor-initiating progenitor cell population predicts poor prognosis in smokers with non-small cell lung cancer. Cancer Res (2010) 1.44

Incidence and time course of early recovery of pulmonary vein conduction after catheter ablation of atrial fibrillation. J Cardiovasc Electrophysiol (2007) 1.44

Prostate stem cell antigen is overexpressed in prostate cancer metastases. Clin Cancer Res (2005) 1.43

Prognostic value of carbonic anhydrase IX and KI67 as predictors of survival for renal clear cell carcinoma. J Urol (2004) 1.42

When is hub gene selection better than standard meta-analysis? PLoS One (2013) 1.41

Evolving renorrhaphy technique for retroperitoneal laparoscopic partial nephrectomy: single-surgeon series. Int J Urol (2014) 1.40

Inhibition of apoptosis blocks human motor neuron cell death in a stem cell model of spinal muscular atrophy. PLoS One (2012) 1.40

Expression of colony-stimulating factor 1 receptor during prostate development and prostate cancer progression. Proc Natl Acad Sci U S A (2002) 1.40