Multi-Omics Analysis of Low-Temperature Fruiting Highlights the Promising Cultivation Application of the Nutrients Accumulation in Hypsizygus marmoreus

被引:9
作者
Gong, Ming [1 ,2 ]
Huang, Tianyu [3 ]
Li, Yan [1 ]
Li, Jinxin [4 ]
Tang, Lihua [1 ]
Su, Erzheng [2 ]
Zou, Gen [1 ]
Bao, Dapeng [1 ]
机构
[1] Shanghai Acad Agr Sci, Natl Engn Res Ctr Edible Fungi, Inst Edible Fungi,Minist Agr, Key Lab Edible Fungi Resources & Utilizat South, Shanghai 201403, Peoples R China
[2] Nanjing Forestry Univ, Coll Light Ind & Food Engn, Dept Food Sci & Technol, Nanjing 210037, Peoples R China
[3] Jiangsu Ocean Univ, Coll Food Sci & Engn, Lianyungang 222005, Peoples R China
[4] Shanghai Finc Biotech Inc, Res & Dev Ctr, Shanghai 201401, Peoples R China
基金
中国国家自然科学基金;
关键词
low-temperature fruiting; multi-omics; cultivation; GCN2; Hypsizygus marmoreus; BODY FORMATION; ARGININE; METHYLTRANSFERASE; VERNALIZATION; EXPRESSIONS; PROTEINS; ARGINASE; CELLS;
D O I
10.3390/jof8070695
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Hypsizygus marmoreus is a representative edible mushroom with low-temperature fruiting after a long postripening (LFLP). Clarifying the mechanism of LFLP and applying a rigorous low-temperature-limited process will optimize the mushroom cultivation process. This study performed an integrative multi-omics analysis of the molecular mechanism of LFLP in combination with genetic, physiological, and cultivation confirmation. The results showed that the amino acid content was increased during LFLP, mainly arginine. pH analysis showed acidification in the postripening stage and alkalization in the substrates of the reproductive growth stage. An enzyme activity test confirmed the increased enzyme activity of arginase and citrate synthase in the postripening stage. Weighted gene coexpression network analysis of the transcriptome and metabolomics indicated that pH variation is correlated mainly with changes in citrate and arginine. Multi-omics reveals a straightforward way of providing enriched materials for amino acid biosynthesis, namely, synergistically elevating citric acid and arginine through enhanced activity of the arginine synthesis branch pathway in the citrate cycle. Our study confirmed that GCN2 mediated metabolic adaptation by enhancing protein translation, highlighting its regulatory role during LFLP. Exogenously added citric acid and arginine shortened the postripening period by 10 days and increased the fruiting body yield by 10.2 similar to 15.5%. This research sheds light on the molecular mechanism of LFLP in H. marmoreus and highlights the promising application of nutrient accumulation in high-efficiency cultivation.
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页数:18
相关论文
共 43 条
[1]   Arginase, arginine decarboxylase, ornithine decarboxylase and polyamines in tomato ovaries - Changes in unpollinated ovaries and parthenocarpic fruits induced by auxin or gibberellin [J].
Alabadi, D ;
Aguero, MS ;
PerezAmador, MA ;
Carbonell, J .
PLANT PHYSIOLOGY, 1996, 112 (03) :1237-1244
[2]   The potential applications of mushrooms against some facets of atherosclerosis: A review [J].
Amirullah, Nur Amalina ;
Abidin, Nurhayati Zainal ;
Abdullah, Noorlidah .
FOOD RESEARCH INTERNATIONAL, 2018, 105 :517-536
[3]   Inhibition of aconitase in citrus fruit callus results in a metabolic shift towards amino acid biosynthesis [J].
Degu, Asfaw ;
Hatew, Bayissa ;
Nunes-Nesi, Adriano ;
Shlizerman, Ludmila ;
Zur, Naftali ;
Katz, Ehud ;
Fernie, Alisdair R. ;
Blumwald, Eduardo ;
Sadka, Avi .
PLANTA, 2011, 234 (03) :501-513
[4]   Cellular and mitochondrial determination of low molecular mass organic acids by LC-MS/MS [J].
Fiori, Jessica ;
Amadesi, Elisa ;
Fanelli, Flaminia ;
Tropeano, Concetta Valentina ;
Rugolo, Michela ;
Gotti, Roberto .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2018, 150 :33-38
[5]  
FLINT HJ, 1985, J GEN MICROBIOL, V131, P2891
[6]   Glutamate-Dependent Translational Control in Cultured Bergmann Glia Cells: eIF2α Phosphorylation [J].
Flores-Mendez, Marco A. ;
Martinez-Lozada, Zila ;
Monroy, Hugo C. ;
Hernandez-Kelly, Luisa C. ;
Barrera, Iliana ;
Ortega, Arturo .
NEUROCHEMICAL RESEARCH, 2013, 38 (07) :1324-1332
[7]   A reliable in vitro fruiting system for Armillaria mellea for evaluation of Agrobacterium tumefaciens transformation vectors [J].
Ford, Kathryn L. ;
Baumgartner, Kendra ;
Henricot, Beatrice ;
Bailey, Andy M. ;
Foster, Gary D. .
FUNGAL BIOLOGY, 2015, 119 (10) :859-869
[8]   De Novo Sequencing and Transcriptome Analysis of Pleurotus eryngii subsp tuoliensis (Bailinggu) Mycelia in Response to Cold Stimulation [J].
Fu, Yong-Ping ;
Liang, Yuan ;
Dai, Yue-Ting ;
Yang, Chen-Tao ;
Duan, Ming-Zheng ;
Zhang, Zhuo ;
Hu, Song-Nian ;
Zhang, Zhi-Wu ;
Li, Yu .
MOLECULES, 2016, 21 (05)
[9]   Control of mRNA Translation by Versatile ATP-Driven Machines [J].
Gerovac, Milan ;
Tampe, Robert .
TRENDS IN BIOCHEMICAL SCIENCES, 2019, 44 (02) :167-180
[10]   The promising application of a β-glucosidase inhibitor in the postharvest management of Volvariella volvacea [J].
Gong, Ming ;
Wang, Ying ;
Su, Erzheng ;
Zhang, Jianguo ;
Tang, Lihua ;
Li, Zhengpeng ;
Zhang, Lanlan ;
Zou, Gen ;
Wan, Jianing ;
Bao, Dapeng .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2022, 185