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Yuan J, Wu N, Cai Z, Chen C, Zhou Y, Chen H, Xue J, Liu X, Wang W, Cheng J, Li L. Metabolite Profiling and Transcriptome Analysis Explain the Difference in Accumulation of Bioactive Constituents in Taxilli Herba from Two Hosts. Genes (Basel) 2023; 14:genes14051040. [PMID: 37239400 DOI: 10.3390/genes14051040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/29/2023] [Accepted: 05/02/2023] [Indexed: 05/28/2023] Open
Abstract
Taxilli Herba (TH) is a semi-parasitic herb and the host is a key factor affecting its quality. Flavonoids are the main bioactive constituents in TH. However, studies on the difference in accumulation of flavonoids in TH from different hosts are vacant. In this study, integrated transcriptomic and metabolomic analyses were performed on TH from Morus alba L. (SS) and Liquidambar formosana Hance (FXS) to investigate the relationship between the regulation of gene expression and the accumulation of bioactive constituents. The results showed that a total of 3319 differentially expressed genes (DEGs) were screened in transcriptomic analysis, including 1726 up-regulated genes and 1547 down-regulated genes. In addition, 81 compounds were identified using ultra-fast performance liquid chromatography coupled with triple quadrupole-time of flight ion trap tandem mass spectrometry (UFLC-Triple TOF-MS/MS) analysis, and the relative contents of flavonol aglycones and glycosides were higher in TH from SS group than those from the FXS group. A putative biosynthesis network of flavonoids was created, combined with structural genes, and the expression patterns of genes were mostly consistent with the variation of bioactive constituents. It was noteworthy that the UDP-glycosyltransferase genes might participate in downstream flavonoid glycosides synthesis. The findings of this work will provide a new way to understand the quality formation of TH from the aspects of metabolite changes and molecular mechanism.
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Affiliation(s)
- Jiahuan Yuan
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Nan Wu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Zhichen Cai
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Cuihua Chen
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Yongyi Zhou
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Haijie Chen
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jia Xue
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Xunhong Liu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
- Jiangsu Province Engineering Research Center of Classical Prescription, Nanjing 210023, China
| | - Wenxin Wang
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jianming Cheng
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
- Jiangsu Province Engineering Research Center of Classical Prescription, Nanjing 210023, China
| | - Li Li
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530220, China
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Wang C, Chen L, Cai Z, Chen C, Liu Z, Liu S, Zou L, Tan M, Chen J, Liu X, Mei Y, Wei L, Liang J, Chen J. Metabolite Profiling and Transcriptome Analysis Explains Difference in Accumulation of Bioactive Constituents in Licorice ( Glycyrrhiza uralensis) Under Salt Stress. Front Plant Sci 2021; 12:727882. [PMID: 34691107 PMCID: PMC8529186 DOI: 10.3389/fpls.2021.727882] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 09/15/2021] [Indexed: 06/01/2023]
Abstract
Salinity stress significantly affects the contents of bioactive constituents in licorice Glycyrrhiza uralensis. To elucidate the molecular mechanism underlying the difference in the accumulation of these constituents under sodium chloride (NaCl, salt) stress, licorice seedlings were treated with NaCl and then subjected to an integrated transcriptomic and metabolite profiling analysis. The transcriptomic analysis results identified 3,664 differentially expressed genes (DEGs) including transcription factor family MYB and basic helix-loop-helix (bHLH). Most DEGs were involved in flavonoid and terpenoid biosynthesis pathways. In addition, 121 compounds including a triterpenoid and five classes of flavonoids (isoflavone, flavone, flavanone, isoflavan, and chalcone) were identified, and their relative levels were compared between the stressed and control groups using data from the ultrafast liquid chromatography (UFLC)-triple quadrupole-time of flight-tandem mass spectrometry (TOF-MS/MS) analysis. Putative biosynthesis networks of the flavonoids and triterpenoids were created and combined with structural DEGs such as phenylalanine ammonia-lyase (PAL), 4-coumarate-CoA ligase [4CL], cinnamate 4-hydroxylase [C4H], chalcone synthase [CHS], chalcone-flavanone isomerase [CHI], and flavonoid-3',5' hydroxylase (F3',5'H) for flavonoids, and CYP88D6 and CYP72A154 for glycyrrhizin biosynthesis. Notably, significant upregulation of UDP-glycosyltransferase genes (UGT) in salt-stressed licorice indicated that postmodification of glycosyltransferase may participate in downstream biosynthesis of flavonoid glycosides and triterpenoid saponins. Accordingly, the expression trend of the DEGs is positively correlated with the accumulation of glycosides. Our study findings indicate that key DEGs and crucial UGT genes co-regulate flavonoid and saponin biosynthesis in licorice under salt stress.
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Affiliation(s)
- Chengcheng Wang
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
- School of Pharmacy, Jiangsu Vocational College of Medicine, Yancheng, China
| | - Lihong Chen
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Zhichen Cai
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Cuihua Chen
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Zixiu Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Shengjin Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Lisi Zou
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Mengxia Tan
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jiali Chen
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xunhong Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yuqi Mei
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Lifang Wei
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Juan Liang
- School of Pharmacy, Jiangsu Vocational College of Medicine, Yancheng, China
| | - Jine Chen
- School of Pharmacy, Jiangsu Vocational College of Medicine, Yancheng, China
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