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调控网络分析揭示茉莉酸甲酯处理后梨果实中的基因-代谢物关系。

Regulatory network analysis reveals gene-metabolite relationships in pear fruit treated with methyl jasmonate.

机构信息

Sanya Institute of Nanjing Agricultural University, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, China.

Sanya Institute of Nanjing Agricultural University, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, China.

出版信息

Plant Physiol Biochem. 2024 Nov;216:109176. doi: 10.1016/j.plaphy.2024.109176. Epub 2024 Sep 30.

Abstract

The economic value of pear is determined by its intrinsic qualities, which are influenced by metabolites produced during the ripening process. Methyl jasmonate (MeJA), a hormone, plays an important role in plant metabolism. To date, few studies have investigated the molecular mechanism underlying the changes in metabolic pathways related to the internal quality of pear fruit after MeJA treatment. In this study, ultrahigh-performance liquid chromatography‒Q Exactive Orbitrap mass spectrometry (UHPLC‒QE‒MS) was used to determine the changes in metabolite contents in pear after MeJA treatment. MeJA treatment primarily activated carbohydrate metabolism and amino acid metabolism pathways. Through combined analysis of UHPLC‒QE‒MS data and whole-transcriptome data, the abovementioned pathways and each metabolite were analysed separately, and competitive endogenous RNA (ceRNA) and microRNA-transcription factor-target (miRNA-TF-target) regulatory networks were constructed. The core nodes of three genes (PEA, Pbr022732.1; GAA, Pbr035655.1; and miR8033-x) and two genes (SDS, Pbr031708.1; and novel-m6796-3p) were associated with the carbohydrate metabolism and amino acid metabolism pathways, respectively. The core mRNA nodes TCONS_00048038 and Pbr019584.1, the core miRNA node miR4993-x, the core lncRNA node TCONS_0004356, the core circRNA node novel_circ_001967 and the core transcription factor node TSO1 (Pbr025407.1) were identified via separate metabolite analyses. These findings elucidate the changes in metabolites related to fruit quality in 'Nanguo' pear and the relationships between the metabolites and genes, reveal the molecular mechanism underlying the response of MeJA treatment in pear fruit, and provide a theoretical basis for improving the internal quality of 'Nanguo' pear.

摘要

梨的经济价值取决于其内在品质,而内在品质又受到成熟过程中代谢产物的影响。茉莉酸甲酯(MeJA)作为一种激素,在植物代谢中起着重要作用。迄今为止,很少有研究探讨 MeJA 处理后与梨果实内部品质相关的代谢途径变化的分子机制。本研究采用超高效液相色谱-四极杆静电场轨道阱质谱联用(UHPLC-QE-MS)测定 MeJA 处理后梨果实中代谢产物含量的变化。MeJA 处理主要激活了碳水化合物代谢和氨基酸代谢途径。通过 UHPLC-QE-MS 数据与全转录组数据的综合分析,对上述途径和各代谢物分别进行分析,并构建竞争内源性 RNA(ceRNA)和 microRNA-转录因子-靶(miRNA-TF-target)调控网络。三个基因(PEA、Pbr022732.1;GAA、Pbr035655.1;和 miR8033-x)和两个基因(SDS、Pbr031708.1;和 novel-m6796-3p)的核心节点与碳水化合物代谢和氨基酸代谢途径有关。核心 mRNA 节点 TCONS_00048038 和 Pbr019584.1、核心 miRNA 节点 miR4993-x、核心 lncRNA 节点 TCONS_0004356、核心 circRNA 节点 novel_circ_001967 和核心转录因子节点 TSO1(Pbr025407.1)通过单独的代谢物分析得到鉴定。这些发现阐明了‘南国’梨果实中与果实品质相关的代谢物变化以及代谢物与基因之间的关系,揭示了 MeJA 处理梨果实的响应分子机制,为提高‘南国’梨果实的内在品质提供了理论依据。

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