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Transcription Factor Binding Site Enrichment Analysis in Co-Expression Modules in Celiac Disease.
Romero-Garmendia, Irati; Garcia-Etxebarria, Koldo; Hernandez-Vargas, Hector; Santin, Izortze; Jauregi-Miguel, Amaia; Plaza-Izurieta, Leticia; Cros, Marie-Pierre; Legarda, Maria; Irastorza, Iñaki; Herceg, Zdenko; Fernandez-Jimenez, Nora; Bilbao, Jose Ramon.
Affiliation
  • Romero-Garmendia I; University of the Basque Country (UPV-EHU) and Biocruces Health Research Institute, 48940 Leioa, Spain. irati.romero@ehu.eus.
  • Garcia-Etxebarria K; University of the Basque Country (UPV-EHU) and Biocruces Health Research Institute, 48940 Leioa, Spain. koldo.garcia@biodonostia.org.
  • Hernandez-Vargas H; Epigenetics Group, International Agency for Research on Cancer (IARC), 69372 Lyon CEDEX 08, France. hector.hernandez-vargas@lyon.unicancer.fr.
  • Santin I; University of the Basque Country (UPV-EHU) and Biocruces Health Research Institute, 48940 Leioa, Spain. izortze.santingomez@osakidetza.eus.
  • Jauregi-Miguel A; Spanish Biomedical Research Center in Diabetes and Associated Metabolic Disorders (CIBERDEM), 28029 Madrid, Spain. izortze.santingomez@osakidetza.eus.
  • Plaza-Izurieta L; University of the Basque Country (UPV-EHU) and Biocruces Health Research Institute, 48940 Leioa, Spain. amaia.jauregimiguel@gmail.com.
  • Cros MP; University of the Basque Country (UPV-EHU) and Biocruces Health Research Institute, 48940 Leioa, Spain. immunogenetics.let@gmail.com.
  • Legarda M; Epigenetics Group, International Agency for Research on Cancer (IARC), 69372 Lyon CEDEX 08, France. crosm@iarc.fr.
  • Irastorza I; Pediatric Gastroenterology Unit, Cruces University Hospital, University of the Basque Country-(UPV/EHU) and Biocruces Health Research Institute, 48903 Barakaldo, Spain. maria.legardatamara@osakidetza.net.
  • Herceg Z; Pediatric Gastroenterology Unit, Cruces University Hospital, University of the Basque Country-(UPV/EHU) and Biocruces Health Research Institute, 48903 Barakaldo, Spain. inakixarles.irastorzaterradillos@osakidetza.net.
  • Fernandez-Jimenez N; Epigenetics Group, International Agency for Research on Cancer (IARC), 69372 Lyon CEDEX 08, France. hercegz@iarc.fr.
  • Bilbao JR; University of the Basque Country (UPV-EHU) and Biocruces Health Research Institute, 48940 Leioa, Spain. nora.fernandez@ehu.eus.
Genes (Basel) ; 9(5)2018 May 10.
Article in En | MEDLINE | ID: mdl-29748492
The aim of this study was to construct celiac co-expression patterns at a whole genome level and to identify transcription factors (TFs) that could drive the gliadin-related changes in coordination of gene expression observed in celiac disease (CD). Differential co-expression modules were identified in the acute and chronic responses to gliadin using expression data from a previous microarray study in duodenal biopsies. Transcription factor binding site (TFBS) and Gene Ontology (GO) annotation enrichment analyses were performed in differentially co-expressed genes (DCGs) and selection of candidate regulators was performed. Expression of candidates was measured in clinical samples and the activation of the TFs was further characterized in C2BBe1 cells upon gliadin challenge. Enrichment analyses of the DCGs identified 10 TFs and five were selected for further investigation. Expression changes related to active CD were detected in four TFs, as well as in several of their in silico predicted targets. The activation of TFs was further characterized in C2BBe1 cells upon gliadin challenge, and an increase in nuclear translocation of CAMP Responsive Element Binding Protein 1 (CREB1) and IFN regulatory factor-1 (IRF1) in response to gliadin was observed. Using transcriptome-wide co-expression analyses we are able to propose novel genes involved in CD pathogenesis that respond upon gliadin stimulation, also in non-celiac models.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: Genes (Basel) Year: 2018 Type: Article Affiliation country: Spain

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: Genes (Basel) Year: 2018 Type: Article Affiliation country: Spain