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Global identification of the genetic networks and cis-regulatory elements of the cold response in zebrafish

机译:斑马鱼冷反应的遗传网络和顺式调控元件的全球鉴定

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摘要

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.
机译:放热硬骨鱼的转录程序直接受水温影响。然而,控制冷反应的顺式和反式因子没有很好地表征。我们使用RNA-Seq分析了暴露于轻度和重度低温下的八个斑马鱼组织中的转录变化。总共鉴定了1943个差异表达基因(DEG),使用k-均值模糊聚类算法从中获得了34个代表不同组织和温度响应表达模式的簇。使用主题发现程序DREME分析了表现出强共调控作用的成簇DEGs的启动子区域,以分析其富集的顺式调控元件。确定了十七个图案,十个已知图案和七个新奇图案,覆盖了23%的DEG。选择了两个分别是转录因子Bcl6和Jun的结合位点的基序进行实验验证,它们显示了预期的基因调控的冷诱导和冷抑制模式。网络组件的蛋白质相互作用建模以及随后的实验验证表明,Jun与Bcl6发生了物理相互作用,并且可能是协调斑马鱼寒冷反应的枢纽。因此,本研究中使用的方法和发现的调控网络为探索硬骨鱼的冷适应机制提供了基础。

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