Gutiérrez Rodrigo A, Lejay Laurence V, Dean Alexis, Chiaromonte Francesca, Shasha Dennis E, Coruzzi Gloria M
Department of Biology, New York University, Washington Square East, New York, NY 10003, USA.
Genome Biol. 2007;8(1):R7. doi: 10.1186/gb-2007-8-1-r7.
Carbon (C) and nitrogen (N) metabolites can regulate gene expression in Arabidopsis thaliana. Here, we use multi-network analysis of microarray data to identify molecular networks regulated by C and N in the Arabidopsis root system.
We used the Arabidopsis whole genome Affymetrix gene chip to explore global gene expression responses in plants exposed transiently to a matrix of C and N treatments. We used ANOVA analysis to define quantitative models of regulation for all detected genes. Our results suggest that about half of the Arabidopsis transcriptome is regulated by C, N or CN interactions. We found ample evidence for interactions between C and N that include genes involved in metabolic pathways, protein degradation and auxin signaling. To provide a global, yet detailed, view of how the cell molecular network is adjusted in response to the CN treatments, we constructed a qualitative multi-network model of the Arabidopsis metabolic and regulatory molecular network, including 6,176 genes, 1,459 metabolites and 230,900 interactions among them. We integrated the quantitative models of CN gene regulation with the wiring diagram in the multi-network, and identified specific interacting genes in biological modules that respond to C, N or CN treatments.
Our results indicate that CN regulation occurs at multiple levels, including potential post-transcriptional control by microRNAs. The network analysis of our systematic dataset of CN treatments indicates that CN sensing is a mechanism that coordinates the global and coordinated regulation of specific sets of molecular machines in the plant cell.
碳(C)和氮(N)代谢物可调节拟南芥中的基因表达。在此,我们利用微阵列数据的多网络分析来鉴定拟南芥根系中受C和N调节的分子网络。
我们使用拟南芥全基因组Affymetrix基因芯片来探究短暂暴露于C和N处理矩阵的植物中的全局基因表达反应。我们使用方差分析来定义所有检测到的基因的定量调控模型。我们的结果表明,拟南芥转录组中约一半受C、N或CN相互作用的调节。我们发现了大量C和N之间相互作用的证据,这些相互作用包括参与代谢途径、蛋白质降解和生长素信号传导的基因。为了全面而详细地了解细胞分子网络如何响应CN处理而进行调整,我们构建了拟南芥代谢和调控分子网络的定性多网络模型,其中包括6176个基因、1459个代谢物以及它们之间的230900个相互作用。我们将CN基因调控的定量模型与多网络中的连线图整合在一起,并在响应C、N或CN处理的生物模块中鉴定出特定的相互作用基因。
我们的结果表明,CN调控发生在多个水平,包括可能由微小RNA进行的转录后控制。我们对CN处理的系统数据集进行的网络分析表明,CN感知是一种协调植物细胞中特定分子机器组的全局和协同调控的机制。