AN INTEGRATED BIOINFORMATICS APPROACH TO THE DISCOVERY OF CIS -REGULATORY ELEMENTS INVOLVED IN PLANT GRAVITROPIC SIGNAL TRANSDUCTION

Xiaoyu Liang, K. Shen, J. Lichtenberg, S. Wyatt, L. Welch
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引用次数: 2

Abstract

Gravity is a common stimulus affecting plant growth and development, from seed germination to positioning of flowers for pollination and seeds for dispersal. Classic models of plant gravitropism have revolved around biophysical perception of the gravity stimulus and the effects of plant growth regulators on the growth response. Transcriptional regulation of the gravitropic mechanism has been largely ignored. The aim of this experiment is to identify putative regulatory functional elements, including transcription factor binding sites and cis-regulatory modules involved in gravitropic signal transduction. In this article, we detailed a strategy to identify putative cis-regulatory elements by analyzing gene expression data from microarray experiments. Genes involved in the gravitropic perception– response pathway were identified based on their changes in expression level after gravity stimulation. Genes were clustered according to their expression patterns (transcriptional regulation profiles), and gene promoter were analyzed using genomics regulatory analysis software to identify candidate cis-regulatory elements and cis-regulatory modules. Analysis of the microarray data indicated that 154 genes were involved in the gravitropic response. The genes were grouped into 9 clusters based on expression profile similarities. An analysis of the promoters of the 154 genes resulted in the identification of 32 putative regulatory elements and 55 putative regulatory modules. Some of the elements are associated with individual clusters and other elements are associated with multiple clusters, potentially indicating elements involved in specific and in general gravitropic response processes, respectively.
利用综合生物信息学方法发现植物向地性信号转导中涉及的顺式调控元件
重力是影响植物生长发育的常见刺激,从种子萌发到花的定位授粉和种子的传播。植物向地性的经典模型围绕着对重力刺激的生物物理感知和植物生长调节剂对生长反应的影响。向地性机制的转录调控在很大程度上被忽视了。本实验的目的是确定可能的调控功能元件,包括转录因子结合位点和参与向地性信号转导的顺式调控模块。在本文中,我们详细介绍了一种策略,通过分析基因表达数据从微阵列实验中确定假定的顺式调控元件。根据重力刺激后的表达水平变化,确定了与向地性感知-反应通路相关的基因。根据基因的表达模式(转录调控谱)进行聚类,利用基因组学调控分析软件分析基因启动子,确定候选顺式调控元件和顺式调控模块。微阵列数据分析表明,154个基因参与了向地性反应。根据基因表达谱的相似性将这些基因分为9个簇。对154个基因的启动子进行分析,鉴定出32个推定的调控元件和55个推定的调控模块。一些元素与单个簇相关,而另一些元素与多个簇相关,可能分别表明参与特定和一般向地性响应过程的元素。
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