Integrative analysis of metabolome and transcriptome reveals regulatory mechanisms of flavonoid biosynthesis in soybean under salt stress
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作者:
Wang, Yubin
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Wang, Yubin
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Liu, Wei
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Liu, Wei
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Li, Wei
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Li, Wei
[1
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Wang, Caijie
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Wang, Caijie
[1
,2
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Dai, Haiying
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Dai, Haiying
[1
,2
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Xu, Ran
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Xu, Ran
[1
,2
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Zhang, Yanwei
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Zhang, Yanwei
[1
,2
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Zhang, Lifeng
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Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R ChinaShandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
Zhang, Lifeng
[1
,2
]
机构:
[1] Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China
[2] Shandong Engn Lab Featured Crops, Jinan, Shandong, Peoples R China
Introduction Salt stress is a major environmental factor that constrains soybean growth, development, and productivity. Flavonoids are key secondary metabolites that play a crucial role in enhancing plant resistance to both biotic and abiotic stress. However, a comprehensive understanding of the regulatory mechanisms underlying flavonoid biosynthesis under salt stress in soybean is lacking.Methods In this study, an integrative analysis of soybean metabolome and transcriptome was conducted using two soybean lines, FQ03 (salt-sensitive, SS) and FQ07 (salt-tolerant, ST).Results A total of 650 significantly changed metabolites were identified in SS and ST after salt stress treatment. Among them, 151 flavonoids were categorized into nine classes, with flavones and flavonols being the predominant flavonoid types in soybean. Heatmap analysis showed higher contents of most flavonoid metabolites in ST than in SS under salt stress, and the total flavonoid content in ST was significantly higher than that in SS. In addition, transcriptome analysis revealed a higher number of differentially expressed genes (DEGs) in ST than in SS under salt stress. KEGG enrichment analysis revealed that DEGs were mainly enriched in pathways related to phenylpropanoid biosynthesis, isoflavonoid biosynthesis, flavonoid biosynthesis, as well as flavone and flavonol biosynthesis. Notably, 55 DEGs that were mapped to the flavonoid biosynthetic pathway were identified, with most showing higher expression levels in ST than in SS. Weighted gene correlation network analysis identified eight structural genes and six transcription factor genes as key regulators of flavonoid biosynthesis within the blue module. Furthermore, qRT-PCR results confirmed the accuracy of the transcriptomic data and reliability of the identified candidate genes.Discussion This study provides insights into the regulatory mechanisms underlying salt stress responses in soybean and highlights hub genes as potential targets for developing salt-tolerant soybean varieties.
机构:
Inst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Chinese Acad Sci, Jiangsu Key Lab Res & Utilizat Plant Resources, Jiangsu Prov Platform Conservat & Utilizat Agr Ge, Qian Hu Hou Cun 1, Nanjing 210014, Peoples R ChinaInst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Wu, Yaqiong
Zhang, Chunhong
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Inst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Chinese Acad Sci, Jiangsu Key Lab Res & Utilizat Plant Resources, Jiangsu Prov Platform Conservat & Utilizat Agr Ge, Qian Hu Hou Cun 1, Nanjing 210014, Peoples R ChinaInst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Zhang, Chunhong
Huang, Zhengjin
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Inst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Chinese Acad Sci, Jiangsu Key Lab Res & Utilizat Plant Resources, Jiangsu Prov Platform Conservat & Utilizat Agr Ge, Qian Hu Hou Cun 1, Nanjing 210014, Peoples R ChinaInst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Huang, Zhengjin
Lyu, Lianfei
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Inst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Chinese Acad Sci, Jiangsu Key Lab Res & Utilizat Plant Resources, Jiangsu Prov Platform Conservat & Utilizat Agr Ge, Qian Hu Hou Cun 1, Nanjing 210014, Peoples R ChinaInst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Lyu, Lianfei
Li, Weilin
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Nanjing Forestry Univ, Coll Forestry, Coinnovat Ctr Sustainable Forestry Southern China, 159 Longpan Rd, Nanjing 210037, Peoples R ChinaInst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Li, Weilin
Wu, Wenlong
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Inst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
Chinese Acad Sci, Jiangsu Key Lab Res & Utilizat Plant Resources, Jiangsu Prov Platform Conservat & Utilizat Agr Ge, Qian Hu Hou Cun 1, Nanjing 210014, Peoples R ChinaInst Bot, Qian Hu Hou Cun 1, Nanjing 210014, Jiangsu, Peoples R China
机构:
North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Zhang, Duoduo
Wang, Shuqing
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Hosp North China Univ Sci & Technol, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Wang, Shuqing
Lin, Limei
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Lin, Limei
Zhang, Jie
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Zhang, Jie
Cui, Minghui
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Cui, Minghui
Wang, Shuo
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Wang, Shuo
Zhao, Xuelei
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Zhao, Xuelei
Dong, Jing
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
Dong, Jing
Long, Yuehong
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North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R ChinaNorth China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
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Cent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R ChinaCent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R China
Song, Qiling
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Gong, Wenfang
Yu, Xinran
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Cent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R ChinaCent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R China
Yu, Xinran
Ji, Ke
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Cent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R ChinaCent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R China
Ji, Ke
Chang, Yihong
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Cent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R ChinaCent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R China
Chang, Yihong
Wang, Linkai
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Cent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R ChinaCent South Univ Forestry & Technol, Key Lab Cultivat & Protect Nonwood Forest Trees M, Changsha 410004, Hunan, Peoples R China