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综合转录组分析与非靶向代谢组学相关,揭示了细胞壁改变响应中的差异表达途径。

Comprehensive transcriptome analyses correlated with untargeted metabolome reveal differentially expressed pathways in response to cell wall alterations.

机构信息

Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, USA.

Plants for Human Health Institute, North Carolina State University, Kannapolis, USA.

出版信息

Plant Mol Biol. 2018 Mar;96(4-5):509-529. doi: 10.1007/s11103-018-0714-0. Epub 2018 Mar 3.

Abstract

This research provides new insights into plant response to cell wall perturbations through correlation of transcriptome and metabolome datasets obtained from transgenic plants expressing cell wall-modifying enzymes. Plants respond to changes in their cell walls in order to protect themselves from pathogens and other stresses. Cell wall modifications in Arabidopsis thaliana have profound effects on gene expression and defense response, but the cell signaling mechanisms underlying these responses are not well understood. Three transgenic Arabidopsis lines, two with reduced cell wall acetylation (AnAXE and AnRAE) and one with reduced feruloylation (AnFAE), were used in this study to investigate the plant responses to cell wall modifications. RNA-Seq in combination with untargeted metabolome was employed to assess differential gene expression and metabolite abundance. RNA-Seq results were correlated with metabolite abundances to determine the pathways involved in response to cell wall modifications introduced in each line. The resulting pathway enrichments revealed the deacetylation events in AnAXE and AnRAE plants induced similar responses, notably, upregulation of aromatic amino acid biosynthesis and changes in regulation of primary metabolic pathways that supply substrates to specialized metabolism, particularly those related to defense responses. In contrast, genes and metabolites of lipid biosynthetic pathways and peroxidases involved in lignin polymerization were downregulated in AnFAE plants. These results elucidate how primary metabolism responds to extracellular stimuli. Combining the transcriptomics and metabolomics datasets increased the power of pathway prediction, and demonstrated the complexity of pathways involved in cell wall-mediated signaling.

摘要

本研究通过对表达细胞壁修饰酶的转基因植物的转录组和代谢组数据集的相关性分析,为植物对细胞壁扰动的反应提供了新的见解。植物会对细胞壁的变化做出反应,以保护自己免受病原体和其他压力的侵害。拟南芥细胞壁的修饰对基因表达和防御反应有深远的影响,但这些反应背后的细胞信号机制还不是很清楚。本研究使用了三个转基因拟南芥系,两个系的细胞壁乙酰化程度降低(AnAXE 和 AnRAE),一个系的细胞壁阿魏酸酯化程度降低(AnFAE),来研究植物对细胞壁修饰的反应。RNA-Seq 结合非靶向代谢组学用于评估差异基因表达和代谢物丰度。将 RNA-Seq 结果与代谢物丰度相关联,以确定每条系中引入的细胞壁修饰所涉及的途径。由此产生的途径富集揭示了 AnAXE 和 AnRAE 植物中的去乙酰化事件诱导了相似的反应,特别是芳香族氨基酸生物合成的上调和对初级代谢途径的调控变化,这些途径为特化代谢提供底物,特别是与防御反应相关的途径。相比之下,脂质生物合成途径和与木质素聚合有关的过氧化物酶的基因和代谢物在 AnFAE 植物中下调。这些结果阐明了初级代谢如何对细胞外刺激做出反应。将转录组学和代谢组学数据集相结合,提高了途径预测的能力,并展示了细胞壁介导的信号转导中涉及的途径的复杂性。

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