Nucleic Acids Research · 2015 · 88 citations · 48 references
Life SciencesGeneticsMolecular BiologyGene ExpressionGene RegulationTranscriptional RegulationDifferential Expression AnalysisDifferential Gene Expression AnalysisGene Regulatory ElementsMotif DiscoveryStress Response GenesStress-responsive Gene RegulationCis-acting Regulatory ElementsCo-transcriptional RegulationCold Stress Response GenesCold Stress ResponsesRegulatory Motif DiscoveryTemperature Effects On Gene ExpressionTemperature Response PatternsTemperature-induced Gene Expression
The transcriptional programs of ectothermic teleosts are directly influenced by water temperature. However, the cis- and trans-factors governing cold responses are not well characterized. We profiled transcriptional changes in eight zebrafish tissues exposed to mildly and severely cold temperatures using RNA-Seq. A total of 1943 differentially expressed genes (DEGs) were identified, from which 34 clusters representing distinct tissue and temperature response expression patterns were derived using the k-means fuzzy clustering algorithm. The promoter regions of the clustered DEGs that demonstrated strong co-regulation were analysed for enriched cis-regulatory elements with a motif discovery program, DREME. Seventeen motifs, ten known and seven novel, were identified, which covered 23% of the DEGs. Two motifs predicted to be the binding sites for the transcription factors Bcl6 and Jun, respectively, were chosen for experimental verification, and they demonstrated the expected cold-induced and cold-repressed patterns of gene regulation. Protein interaction modeling of the network components followed by experimental validation suggested that Jun physically interacts with Bcl6 and might be a hub factor that orchestrates the cold response in zebrafish. Thus, the methodology used and the regulatory networks uncovered in this study provide a foundation for exploring the mechanisms of cold adaptation in teleosts.
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