Integrated transcriptomic and metabolomic analyses elucidate the mechanism of flavonoid biosynthesis in the regulation of mulberry seed germination under salt stress
文献类型: 外文期刊
第一作者: Wang, Yi
作者: Wang, Yi;Jiang, Wei;Li, Chenlei;Lu, Can;Cheng, Junsen;Wei, Shanglin;Yang, Jiasong;Yang, Qiang;Wang, Zhenjiang
作者机构:
关键词: Mulberry; Salt stress; Seed germination; Flavonoids; Metabolomics; Transcriptome
期刊名称:BMC PLANT BIOLOGY ( 影响因子:5.3; 五年影响因子:5.9 )
ISSN: 1471-2229
年卷期: 2024 年 24 卷 1 期
页码:
收录情况: SCI
摘要: Seed propagation is the main method of mulberry expansion in China, an important economic forest species. However, seed germination is the most sensitive stage to various abiotic stresses, especially salinity stress. To reveal the molecular regulatory mechanism of mulberry seed germination under salt stress, flavonoid metabolomics and transcriptomics analyses were performed on mulberry seeds germinated under 50 and 100 mmol/L NaCl stress. Analysis of the flavonoid metabolome revealed that a total of 145 differential flavonoid metabolites (DFMs) were classified into 9 groups, 40 flavonols, 32 flavones, 16 chalcones and 14 flavanones. Among them, 61.4% (89) of the DFMs accumulated continuously with increasing salt concentration, reaching the highest level at a 100 mmol/L salt concentration; these DFMs included quercetin-3-O-glucoside (isoquercitrin), kaempferol (3,5,7,4'-tetrahydroxyflavone), quercetin-7-O-glucoside, taxifolin (dihydroquercetin) and apigenin (4',5,7-trihydroxyflavone), indicating that these flavonoids may be key metabolites involved in the response to salt stress. Transcriptional analysis identified a total of 3055 differentially expressed genes (DEGs), most of which were enriched in flavonoid biosynthesis (ko00941), phenylpropanoid biosynthesis (ko00940) and biosynthesis of secondary metabolites (ko01110). Combined analysis of flavonoid metabolomic and transcriptomic data indicated that phenylalanine ammonia-lyase (PAL), 4-coumarate-CoA ligase (4CL), chalcone synthase (CHS), flavonol synthase (FLS), bifunctional dihydroflavonol 4-reductase/flavanone 4-reductase (DFR) and anthocyanidin reductase (ANR) were the key genes involved in flavonoid accumulation during mulberry seed germination under 50 and 100 mmol/L NaCl stress. In addition, three transcription factors, MYB, bHLH and NAC, were involved in the regulation of flavonoid accumulation under salt stress. The results of quantitative real-time PCR (qRT-PCR) validation showed that the expression levels of 11 DEGs, including 7 genes involved in flavonoid biosynthesis, under different salt concentrations were consistent with the transcriptomic data, and parallel reaction monitoring (PRM) results showed that the expression levels of 6 key enzymes (proteins) involved in flavonoid synthesis were consistent with the accumulation of flavonoids. This study provides a new perspective for investigating the regulatory role of flavonoid biosynthesis in the regulation of mulberry seed germination under salt stress at different concentrations.
分类号:
- 相关文献
作者其他论文 更多>>
-
Extreme drought impacts have been underestimated in grasslands and shrublands globally
作者:Smith, Melinda D.;Knapp, Alan K.;Ohlert, Timothy;Smith, Melinda D.;Knapp, Alan K.;Wilkins, Kate D.;Holdrege, Martin C.;Beard, Karen H.;Kulmatiski, Andrew;Holdrege, Martin C.;Beard, Karen H.;Kulmatiski, Andrew;Wilfahrt, Peter;Anderson, Maggie;Borer, Elizabeth T.;Isbell, Forest;Seabloom, Eric W.;Collins, Scott L.;Sala, Osvaldo E.;Jordan, Samuel;Dukes, Jeffrey S.;Phillips, Richard P.;Beier, Claus;Yahdjian, Laura;Biancari, Lucio;Bondaruk, Viviana Florencia;Onatibia, Gaston R.;Pineiro-Guerra, Juan Manuel;Gherardi, Laureano A.;Larsen, Klaus Steenberg;Fraser, Lauchlan H.;Jentsch, Anke;Niu, Yujie;Loik, Michael E.;Maestre, Fernando T.;Valdecantos, Alejandro;Maestre, Fernando T.;Gozalo, Beatriz;Maturano-Ruiz, Adrian;Valdecantos, Alejandro;Power, Sally A.;Chieppa, Jeff;Nielsen, Uffe N.;Yu, Qiang;Felton, Andrew J.;Munson, Seth M.;Luo, Yiqi;Bauerle, Taryn;Abdoli, Hamed;Abedi, Mehdi;Bahalkeh, Khadijeh;Alados, Concepcion L.;Castillo-Garcia, Miguel;Pueyo, Yolanda;Alberti, Juan;Bruschetti, Carlos Martin;Cardoni, Augusto;Daleo, Pedro;Iribarne, Oscar;Alon, Moshe;Cohen, Ofer;Sternberg, Marcelo;An, Hui;Anacker, Brian;Auge, Harald;Auge, Harald;Eisenhauer, Nico;Hoss, Daniela;Roscher, Christiane;Sunnemann, Marie;Bachle, Seton;Bachle, Seton;Bahn, Michael;Ingrisch, Johannes;Batbaatar, Amgaa;Cahill, James F., Jr.;Batbaatar, Amgaa;Bork, Edward W.;Carlyle, Cameron N.;Behn, Kai;Beil, Ilka;Kreyling, Juergen;Malyshev, Andrey V.;Blindow, Irmgard;Dahlke, Sven;Byrne, Kerry M.;Calvo, Dianela A.;Leder, Cintia V.;Peter, Guadalupe;Carbognani, Michele;Forte, T'ai G. W.;Petraglia, Alessandro;Chang, Scott X.;Cianciaruso, Marcus V.;Guidoni-Martins, Karlo G.;Nobre, Paola;Cordeiro, Amanda L.;Cusack, Daniela F.;Dietterich, Lee H.;D'Antonio, Carla M.;Dietterich, Lee H.;Doherty, Tim S.;Greenville, Aaron C.;Wardle, Glenda M.;Dubbert, Maren;Ebeling, Anne;Eisenhauer, Nico;Fischer, Felicia M.;Hoss, Daniela;Sunnemann, Marie;Hoss, Daniela;Pillar, Valerio D.;Fischer, Felicia M.;Gebauer, Tobias;Anacker, Brian;Haugum, Siri Vatso;Vandvik, Vigdis;Hautier, Yann;Hefting, Mariet;Henry, Hugh A. L.;Johnson, Yari;Kelly, Eugene F.;Kimmel, Kaitlin;Kroel-Dulay, Gyorgy;Orban, Ildiko;Kroel-Dulay, Gyorgy;Orban, Ildiko;Kubert, Angelika;Werner, Christiane;Lamb, Eric G.;Larson, Julie;O'Connor, Rory C.;Lawson, Jason;Plowes, Robert M.;Linstadter, Anja;Orban, Ildiko;Liu, Jielin;Liu, Shirong;Longo, Grisel;Loydi, Alejandro;Rodriguez, Dana Aylen;Scarfo, Maria Cecilia;Luan, Junwei;Wang, Yi;Luan, Junwei;Wang, Yi;Lubbe, Frederick Curtis;Wiehl, Georg;Mackie-Haas, Kathleen;Stampfi, Andreas;Merchant, Thomas;Metcalfe, Daniel B.;Mori, Akira S.;Mori, Akira S.;Mudongo, Edwin;Newman, Gregory S.;Souza, Lara;Nimmo, Dale;Ogaya, Roma;Penuelas, Josep;Osborne, Brooke;Otfinowski, Rafael;Partel, Meelis;Pineiro-Guerra, Juan Manuel;Peri, Pablo L.;Picon-Cochard, Catherine;Pineiro-Guerra, Juan Manuel;Ploughe, Laura W.;Portales-Reyes, Cristy;Reed, Sasha C.;Ritchie, Euan G.;Roscher, Christiane;Sanchez, Ana M.;Santo, Braulio A.;Shi, Baoku;Sun, Wei;Souza, Lara;Standish, Rachel J.;Zeiter, Michaela;Stampfi, Andreas;Zeiter, Michaela;Standish, Rachel J.;Tedder, Michelle;Thorvaldsen, Pal;Tian, Dashuan;Zhu, Juntao;Zong, Ning;Tielborger, Katja;van den Brink, Liesbeth;Vankoughnett, Mathew R.;Velle, Liv Guri;Wang, Changhui;Wei, Cunzheng;Williams, Jennifer L.;Wolf, Amelia A.;Zhang, Fawei;Zuo, Xiaoan;Zuo, Xiaoan;Gebauer, Tobias;Ploughe, Laura W.
关键词:climate extreme; Drought-Net; International Drought Experiment; productivity
-
SfREPAT38, a pathogen response gene (REPAT), is involved in immune response of Spodoptera frugiperda larvae through mediating Toll signalling pathway
作者:Wang, Yuxue;Mbiza, Natasha Isabel Tanatsiwa;Liu, Ting;Wang, Yi;Zhang, Yi;Luo, Xincheng;Chu, Longyan;Li, Jianping;Yang, Yazhen;Wang, Xiangping;Zhang, Jianmin;Yu, Yonghao
关键词:Bacillus thuringiensis; RNA interference; SfREPAT38; Spodoptera frugiperda; Toll signalling pathway
-
A nonsynonymous mutation in BhLS, encoding an acyl-CoA N-acyltransferase leads to fruit and seed size variation in wax gourd (Benincasa hispida)
作者:Yan, Jinqiang;Xie, Dasen;Wang, Yi;Wang, Min;Yang, Songguang;Jiang, Biao;Chen, Lin;Cai, Jinsen;Liu, Wenrui;Cheng, Jiaowen
关键词:
-
Genome editing of five starch synthesis genes produces highly resistant starch and dietary fibre in barley grains
作者:Yang, Qiang;Wei, Yuming;Zheng, Youliang;Jiang, Qiantao;Yang, Qiang;Yang, Qiang;Ral, Jean-Philippe;Li, Zhongyi
关键词:barley; multiplex genome editing; starch synthase; starch-branching enzyme; resistant starch; dietary fibre
-
Unveiling the driving role of pH on community stability and function during lignocellulose degradation in paddy soil
作者:Wang, Yi;Chen, Yonglun;Gao, Xiuqing;Wang, Qiong;Cui, Mingyu;Guo, Peng;Chen, Yonglun;Gao, Xiuqing;Cui, Mingyu;Zhang, Dongdong;Guo, Peng
关键词:paddy soil; straw incorporation; bioaugmentation; biostimulation; microbial community; pH influence
-
Cr(VI) behaves differently than Cr(III) in the uptake, translocation and detoxification in rice roots
作者:Riaz, Adeel;Qin, Yuan;Zheng, Qingfeng;Chen, Xuan;Jiang, Wei;Riaz, Bisma;Xiao, Nayun;Wu, Xiaojian;Qiu, Xianjin;Deng, Fenglin;Zeng, Fanrong;Riaz, Adeel;Qin, Yuan;Zheng, Qingfeng;Chen, Xuan;Jiang, Wei;Riaz, Bisma;Xiao, Nayun;Wu, Xiaojian;Qiu, Xianjin;Deng, Fenglin;Zeng, Fanrong;Xu, Jianlong;Xu, Jianlong;Chen, Guang;Chen, Zhong-Hua;Chen, Zhong-Hua
关键词:Chromium; Intracellular transport; ROS homeostasis; ABC transporters; Glutathione S-transferases
-
Molecular and physiological evidence of HvCaLB1 regulates calcium homeostasis and salt tolerance in Barley
作者:Tong, Tao;Zhang, Yanli;Jiang, Wei;Zeng, Fanrong;Qin, Yuan;Deng, Fenglin;Zhou, Xueyi;Chen, Guang;Xue, Dawei;Chen, Zhong-Hua;Chen, Zhong-Hua
关键词:Ca2+-binding domains; Evolutionary bioinformatics; Salinity; Ion homeostasis; Hordeum vulgare L. Ca2+-dependent lipid-binding