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首页> 外文期刊>BMC Genomics >Bioinformatic prediction of transcription factor binding sites at promoter regions of genes for photoperiod and vernalization responses in model and temperate cereal plants
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Bioinformatic prediction of transcription factor binding sites at promoter regions of genes for photoperiod and vernalization responses in model and temperate cereal plants

机译:模型和温带谷物植物中光周期和春化反应的基因启动子区域转录因子结合位点的生物信息学预测

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Background Many genes involved in responses to photoperiod and vernalization have been characterized or predicted in Arabidopsis ( Arabidopsis thaliana ), Brachypodium ( Brachypodium distachyon ), wheat ( Triticum aestivum ) and barley ( Hordeum vulgare ). However, little is known about the transcription regulation of these genes, especially in the large, complex genomes of wheat and barley. Results We identified 68, 60, 195 and 61 genes that are known or postulated to control pathways of photoperiod (PH), vernalization (VE) and pathway integration (PI) in Arabidopsis, Brachypodium, wheat and barley for predicting transcription factor binding sites (TFBSs) in the promoters of these genes using the FIMO motif search tool of the MEME Suite. The initial predicted TFBSs were filtered to confirm the final numbers of predicted TFBSs to be 1066, 1379, 1528, and 789 in Arabidopsis, Brachypodium, wheat and barley, respectively. These TFBSs were mapped onto the PH, VE and PI pathways to infer about the regulation of gene expression in Arabidopsis and cereal species. The GC contents in promoters, untranslated regions (UTRs), coding sequences and introns were higher in the three cereal species than those in Arabidopsis. The predicted TFBSs were most abundant for two transcription factor (TF) families: MADS-box and CSD (cold shock domain). The analysis of publicly available gene expression data showed that genes with similar numbers of MADS-box and CSD TFBSs exhibited similar expression patterns across several different tissues and developmental stages. The intra-specific Tajima D -statistics of TFBS motif diversity showed different binding specificity among different TF families. The inter-specific Tajima D -statistics suggested faster TFBS divergence in TFBSs than in coding sequences and introns. Mapping TFBSs onto the PH, VE and PI pathways showed the predominance of MADS-box and CSD TFBSs in most genes of the four species, and the difference in the pathway regulations between Arabidopsis and the three cereal species. Conclusion Our approach to associating the key flowering genes with their potential TFs through prediction of putative TFBSs provides a framework to explore regulatory mechanisms of photoperiod and vernalization responses in flowering plants. The predicted TFBSs in the promoters of the flowering genes provide a basis for molecular characterization of transcription regulation in the large, complex genomes of important crop species, wheat and barley.
机译:背景技术已经在拟南芥(Arabidopsis thaliana),短足动物(Brachypodium distachyon),小麦(小麦)和大麦(Hordeum vulgare)中表征或预测了许多与光周期和春化反应有关的基因。但是,对这些基因的转录调控知之甚少,特别是在小麦和大麦的大型复杂基因组中。结果我们确定了68、60、195和61个基因,这些基因已知或被认为可控制拟南芥,短足动物,小麦和大麦中的光周期(PH),春化(VE)和路径整合(PI)的途径,以预测转录因子结合位点(使用MEME Suite的FIMO基序搜索工具在这些基因的启动子中添加TFBS)。过滤最初的预测TFBS,以确认在拟南芥属,短枝孢子,小麦和大麦中预测的TFBS的最终数量分别为1066、1379、1528和789。将这些TFBS定位到PH,VE和PI途径上,以推断拟南芥和谷物物种中基因表达的调控。在三种谷物中,启动子,非翻译区(UTR),编码序列和内含子中的GC含量均高于拟南芥。预测的TFBS在两个转录因子(TF)家族中最为丰富:MADS-box和CSD(冷休克域)。对可公开获得的基因表达数据的分析表明,具有相似数目的MADS-box和CSD TFBS的基因在几种不同的组织和发育阶段均表现出相似的表达模式。 TFBS基序多样性的种内Tajima D统计量显示不同TF家族之间具有不同的结合特异性。种间Tajima D统计量表明TFBS中的TFBS发散比编码序列和内含子快。将TFBSs映射到PH,VE和PI途径显示出在这四个物种的大多数基因中MADS-box和CSD TFBSs占优势,以及拟南芥和这三种谷物物种之间的途径调控差异。结论我们通过预测推定的TFBS将关键开花基因与其潜在TF相关联的方法,为探索开花植物光周期和春化反应的调控机制提供了框架。开花基因启动子中的预测TFBS为重要作物物种(小麦和大麦)的大型复杂基因组中转录调控的分子表征提供了基础。

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