Systems Level Analysis of Systemic Sclerosis Shows a Network of Immune and Profibrotic Pathways Connected with Genetic Polymorphisms
Mahoney JM, Taroni J, Martyanov V, Wood TA, Greene CS, Pioli PA, Hinchcliff ME, Whitfield ML. Systems Level Analysis of Systemic Sclerosis Shows a Network of Immune and Profibrotic Pathways Connected with Genetic Polymorphisms. PLOS Computational Biology 2015, 11: e1004005. PMID: 25569146, PMCID: PMC4288710, DOI: 10.1371/journal.pcbi.1004005.Peer-Reviewed Original ResearchConceptsGene-gene interaction networksGenetic risk lociInteraction networksGenome-wide gene expression datasetsRisk lociGene expression modulesSubset-specific genesExtracellular matrix remodelingGene expression datasetsExpression modulesSystemic sclerosisGene expressionGenetic polymorphismsIntrinsic subsetGenesSystem-level analysisExpression datasetsMatrix remodelingPolymorphic genesAntigen geneCell proliferationMultiple clinical cohortsOrgan fibrosisGene expression subsetsLoci