Department of Bioengineering, University of California at San Diego, La Jolla, California, USA.
Nat Chem Biol. 2011 Nov 13;8(1):65-71. doi: 10.1038/nchembio.710.
Although metabolic networks have been reconstructed on a genome scale, the corresponding reconstruction and integration of governing transcriptional regulatory networks has not been fully achieved. Here we reconstruct such an integrated network for amino acid metabolism in Escherichia coli. Analysis of ChIP-chip and gene expression data for the transcription factors ArgR, Lrp and TrpR showed that 19 out of 20 amino acid biosynthetic pathways are either directly or indirectly controlled by these regulators. Classifying the regulated genes into three functional categories of transport, biosynthesis and metabolism leads to the elucidation of regulatory motifs that constitute the integrated network's basic building blocks. The regulatory logic of these motifs was determined on the basis of relationships between transcription factor binding and changes in the amount of transcript in response to exogenous amino acids. Remarkably, the resulting logic shows how amino acids are differentiated as signaling and nutrient molecules, revealing the overarching regulatory principles of the amino acid stimulon.
尽管已经在基因组范围内重建了代谢网络,但相应的转录调控网络的重建和整合尚未完全实现。在这里,我们为大肠杆菌的氨基酸代谢重建了这样一个集成网络。对 ChIP-chip 和基因表达数据的分析表明,ArgR、Lrp 和 TrpR 这三个转录因子直接或间接控制了 20 种氨基酸生物合成途径中的 19 种。将受调控的基因分为运输、生物合成和代谢三个功能类别,可以阐明构成集成网络基本构建块的调控模体。这些模体的调控逻辑是基于转录因子结合与对外源氨基酸的转录物数量变化之间的关系来确定的。值得注意的是,由此产生的逻辑揭示了氨基酸作为信号和营养分子的区别,揭示了氨基酸刺激物的总体调控原则。