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在广泛变化的生长条件下生长的拟南芥的转录组和代谢物特征分析有助于鉴定新型代谢物介导的基因表达调控。

Combined transcript and metabolite profiling of Arabidopsis grown under widely variant growth conditions facilitates the identification of novel metabolite-mediated regulation of gene expression.

机构信息

Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany.

出版信息

Plant Physiol. 2010 Apr;152(4):2120-9. doi: 10.1104/pp.109.147306. Epub 2010 Feb 26.

Abstract

Regulation of metabolism at the level of transcription and its corollary metabolite-mediated regulation of transcription are well-documented mechanisms by which plants adapt to circumstance. That said the function of only a minority of transcription factor networks are fully understood and it seems likely that we have only identified a subset of the metabolites that play a mediator function in the regulation of transcription. Here we describe an integrated genomics approach in which we perform combined transcript and metabolite profiling on Arabidopsis (Arabidopsis thaliana) plants challenged by various environmental extremes. We chose this approach to generate a large variance in the levels of all parameters recorded. The data was then statistically evaluated to identify metabolites whose level robustly correlated with those of a particularly large number of transcripts. Since correlation alone provides no proof of causality we subsequently attempted to validate these putative mediators of gene expression via a combination of statistical analysis of data available in publicly available databases and iterative experimental evaluation. Data presented here suggest that, on adoption of appropriate caution, the approach can be used for the identification of metabolite mediators of gene expression. As an exemplary case study we document that in plants, as in yeast (Saccharomyces cerevisiae) and mammals, leucine plays an important role as a regulator of gene expression and provide a leucine response gene regulatory network.

摘要

转录水平的代谢调控及其代谢物介导的转录调控是植物适应环境的已知机制。尽管如此,只有少数转录因子网络的功能被完全理解,而且我们很可能只确定了在转录调控中起中介作用的代谢物的一部分。在这里,我们描述了一种综合基因组学方法,我们对各种环境胁迫的拟南芥(Arabidopsis thaliana)植物进行联合转录组和代谢组分析。我们选择这种方法是为了在所有记录参数的水平上产生较大的差异。然后对数据进行统计评估,以确定其水平与大量特定转录本的水平显著相关的代谢物。由于相关性本身并不能证明因果关系,因此我们随后试图通过综合分析公共数据库中可用数据和迭代实验评估来验证这些潜在的基因表达调节剂。本文提供的数据表明,在采取适当谨慎措施的情况下,该方法可用于鉴定代谢物作为基因表达的调节剂。作为一个示例案例研究,我们证明在植物中,与酵母(Saccharomyces cerevisiae)和哺乳动物一样,亮氨酸作为一种调节基因表达的重要物质,并提供了亮氨酸反应基因调控网络。

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