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Yang Y, Gu M, Lu J, Li X, Liu D, Wang L. Metabolomic Analysis of Key Metabolites and Their Pathways Revealed the Response of Alfalfa ( Medicago sativa L.) Root Exudates to rac-GR24 under Drought Stress. PLANTS (BASEL, SWITZERLAND) 2023; 12:1163. [PMID: 36904026 PMCID: PMC10005544 DOI: 10.3390/plants12051163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 06/18/2023]
Abstract
The rac-GR24, an artificial analog of strigolactone, is known for its roles in inhibiting branches, and previous studies have reported that it has a certain mechanism to relieve abiotic stress, but the underlying metabolic mechanisms of mitigation for drought-induced remain unclear. Therefore, the objectives of this study were to identify associated metabolic pathways that are regulated by rac-GR24 in alfalfa (Medicago sativa L.) and to determine the metabolic mechanisms of rac-GR24 that are involved in drought-induced root exudate. The alfalfa seedling WL-712 was treated with 5% PEG to simulate drought, and rac-GR24 at a concentration of 0.1 µM was sprayed. After three days of treatment, root secretions within 24 h were collected. Osmotic adjustment substances and antioxidant enzyme activities were measured as physiological indicators, while LS/MS was performed to identify metabolites regulated by rac-GR24 of root exudate under drought. The results demonstrated that rac-GR24 treatment could alleviate the negative effects from drought-induced on alfalfa root, as manifested by increased osmotic adjustment substance content, cell membrane stability, and antioxidant enzyme activities. Among the 14 differential metabolites, five metabolites were uniquely downregulated in plants in rac-GR24 treatment. In addition, rac-GR24 could relieve drought-induced adverse effects on alfalfa through metabolic reprogramming in the pathways of the TCA cycle, pentose phosphate, tyrosine metabolism, and the purine pathway. This study indicated that rac-GR24 could improve the drought resistance of alfalfa by influencing the components of root exudates.
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Affiliation(s)
- Yuwei Yang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
| | - Mingzhou Gu
- College of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, China
| | - Junfeng Lu
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
| | - Xin’e Li
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
| | - Dalin Liu
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
| | - Lin Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
- Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Yangzhou University, Yangzhou 225009, China
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Liu Y, Tian J, Liu B, Zhuo Z, Shi C, Xu R, Xu M, Liu B, Ye J, Sun L, Liao H. Effects of pruning on mineral nutrients and untargeted metabolites in fresh leaves of Camellia sinensis cv. Shuixian. FRONTIERS IN PLANT SCIENCE 2022; 13:1016511. [PMID: 36311102 PMCID: PMC9606708 DOI: 10.3389/fpls.2022.1016511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 09/28/2022] [Indexed: 05/27/2023]
Abstract
Pruning is an important strategy for increasing tea production. However, the effects of pruning on tea quality are not well understood. In this study, tea leaves were collected from Wuyi Mountain for both ionomic and metabolomic analyses. A total of 1962 and 1188 fresh tea leaves were respectively collected from pruned and unpruned tea plants sampled across 350 tea plantations. Ionomic profiles of fresh tea leaves varied significantly between pruned and unpruned sources. For tea plants, pruning was tied to decreases in the concentrations of mobile elements, such as nitrogen (N), phosphorus (P), potassium (K) and magnesium (Mg), and dramatic increases in the concentrations of the immobile ions calcium (Ca), aluminum (Al), manganese (Mn), boron (B) and cobalt (Co). Clustering and heatmap analysis showed that pruning also affected tea leaf metabolism. Among 85 metabolites that were significantly impacted by pruning, 30 were identified through random forest analysis as characteristic differential metabolites with a prediction rate of 86.21%. Redundancy analysis showed that pruning effects on mineral nutrient concentrations accounted for 25.54% of the variation in characteristic metabolites between treatments, with the highest contributions of 6.64% and 3.69% coming from Ca and Mg, respectively. In correlation network analysis, Ca and Mg both exhibited close, though opposing correlations with six key metabolites, including key quality indicators 1,3-dicaffeoylquinic acid and 2-O-caffeoyl arbutin. In summary, large scale sampling over hundreds of tea plantations demonstrated that pruning affects tea quality, mainly through influences on leaf mineral composition, with Ca and Mg playing large roles. These results may provide a solid scientific basis for improved management of high-quality tea plantations.
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Affiliation(s)
- Yang Liu
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Jing Tian
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Bei Liu
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Zuopin Zhuo
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Chen Shi
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Ruineng Xu
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
- Wuyi Mountain Tea Industry Research Institute, Wuyishan, China
| | - Maoxing Xu
- Wuyi Mountain Tea Industry Research Institute, Wuyishan, China
| | - Baoshun Liu
- Wuyi Mountain Tea Industry Research Institute, Wuyishan, China
| | - Jianghua Ye
- Wuyi Mountain Tea Industry Research Institute, Wuyishan, China
| | - Lili Sun
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
- Wuyi Mountain Tea Industry Research Institute, Wuyishan, China
| | - Hong Liao
- Root Biology Center, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
- Wuyi Mountain Tea Industry Research Institute, Wuyishan, China
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Li R, Liu K, Liang Z, Luo H, Wang T, An J, Wang Q, Li X, Guan Y, Xiao Y, Lv C, Zhao M. Unpruning improvement the quality of tea through increasing the levels of amino acids and reducing contents of flavonoids and caffeine. Front Nutr 2022; 9:1017693. [PMID: 36245481 PMCID: PMC9558131 DOI: 10.3389/fnut.2022.1017693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/15/2022] [Indexed: 11/13/2022] Open
Abstract
Tea tree [Camellia sinensis var. sinensis or assamica (L.) O. Kuntze], an important crop worldwide, is usually pruned to heights of 70 to 80 cm, forming pruned tea tree (PTT) plantations. Currently, PTTs are transformed into unpruned tea tree (UPTT) plantations in Yunnan, China. This has improved the quality of tea products, but the underlying reasons have not been evaluated scientifically. Here, 12 samples of sun-dried green teas were manufactured using fresh leaves from an UPTT and the corresponding PTT. Using sensory evaluation, it was found that the change reduced the bitterness and astringency, while increasing sweetness and umami. Using high performance liquid chromatography detection showed that the contents of free amino acids (theanine, histidine, isoleucine and phenylalanine) and catechin gallate increased significantly (P < 0.05), whereas the content of alanine decreased significantly (P < 0.05). A liquid chromatography–mass spectrometry-based metabolomics analysis showed that the transformation to UPTT significantly decreased the relative levels of the majority of flavonols and tannins (P < 0.05), as well as γ-aminobutyric acid, caffeine and catechin (epigallocatechin, catechin, epigallocatechin gallate, gallocatechin gallate), while it significantly increased the relative contents of catechins (gallocatechin, epicatechin, epicatechin gallate and catechin gallate), phenolic acids and some amino acids (serine, oxidized glutathione, histidine, aspartic acid, glutamine, lysine, tryptophan, tyramine, pipecolic acid, and theanine) (P < 0.05). In summary, after transforming to UPTT, levels of amino acids, such as theanine increased significantly (P < 0.05), which enhanced the umami and sweetness of tea infusions, while the flavonoids (such as kaempferol, myricetin and glycosylated quercetin), and caffeine contents decreased significantly (P < 0.05), resulting in a reduction in the bitterness and astringency of tea infusions and an increase in tea quality.
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Affiliation(s)
- Ruoyu Li
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Kunyi Liu
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
- College of Wuliangye Technology and Food Engineering, Yibin Vocational and Technical College, Yibin, China
| | - Zhengwei Liang
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Hui Luo
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Teng Wang
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Jiangshan An
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Qi Wang
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Xuedan Li
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Yanhui Guan
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Yanqin Xiao
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
| | - Caiyou Lv
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- *Correspondence: Caiyou Lv,
| | - Ming Zhao
- College of Tea Science and College of Food Science and Technology and College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
- The Key Laboratory of Medicinal Plant Biology of Yunnan Province and National and Local Joint Engineering Research Center on Germplasm Innovation and Utilization of Chinese Medicinal Materials in Southwestern China, Yunnan Agricultural University, Kunming, China
- Ming Zhao,
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Li B, Wang H, He S, Ding Z, Wang Y, Li N, Hao X, Wang L, Yang Y, Qian W. Genome-Wide Identification of the PMEI Gene Family in Tea Plant and Functional Analysis of CsPMEI2 and CsPMEI4 Through Ectopic Overexpression. FRONTIERS IN PLANT SCIENCE 2022; 12:807514. [PMID: 35154201 PMCID: PMC8829431 DOI: 10.3389/fpls.2021.807514] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 12/14/2021] [Indexed: 05/26/2023]
Abstract
Pectin methylesterase inhibitor (PMEI) inhibits pectin methylesterase (PME) activity at post-translation level, which plays core roles in vegetative and reproductive processes and various stress responses of plants. However, the roles of PMEIs in tea plant are still undiscovered. Herein, a total of 51 CsPMEIs genes were identified from tea plant genome. CsPMEI1-4 transcripts were varied in different tea plant tissues and regulated by various treatments, including biotic and abiotic stresses, sugar treatments, cold acclimation and bud dormancy. Overexpression of CsPMEI4 slightly decreased cold tolerance of transgenic Arabidopsis associated with lower electrolyte leakage, soluble sugars contents and transcripts of many cold-induced genes as compared to wild type plants. Under long-day and short-day conditions, CsPMEI2/4 promoted early flowering phenotypes in transgenic Arabidopsis along with higher expression levels of many flowering-related genes. Moreover, overexpression of CsPMEI2/4 decreased PME activity, but increased sugars contents (sucrose, glucose, and fructose) in transgenic Arabidopsis as compared with wild type plants under short-day condition. These results indicate that CsPMEIs are widely involved in tea plant vegetative and reproductive processes, and also in various stress responses. Moreover, CsPMEI4 negatively regulated cold response, meanwhile, CsPMEI2/4 promoted early flowering of transgenic Arabidopsis via the autonomous pathway. Collectively, these results open new perspectives on the roles of PMEIs in tea plant.
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Affiliation(s)
- Bo Li
- College of Horticulture, Qingdao Agricultural University, Qingdao, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao, China
| | - Huan Wang
- College of Horticulture, Qingdao Agricultural University, Qingdao, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao, China
| | - Shan He
- College of Horticulture, Qingdao Agricultural University, Qingdao, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao, China
| | - Zhaotang Ding
- College of Horticulture, Qingdao Agricultural University, Qingdao, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao, China
| | - Yu Wang
- College of Horticulture, Qingdao Agricultural University, Qingdao, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao, China
| | - Nana Li
- National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou, China
| | - Xinyuan Hao
- National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou, China
| | - Lu Wang
- National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou, China
| | - Yajun Yang
- National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou, China
| | - Wenjun Qian
- College of Horticulture, Qingdao Agricultural University, Qingdao, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao, China
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Pujari I, Thomas A, Sankar Babu V. Native and non-native host assessment towards metabolic pathway reconstructions of plant natural products. ACTA ACUST UNITED AC 2021; 30:e00619. [PMID: 33996523 PMCID: PMC8091882 DOI: 10.1016/j.btre.2021.e00619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 04/05/2021] [Accepted: 04/11/2021] [Indexed: 11/16/2022]
Abstract
Plant metabolic networks are highly complex. Engineering the phytochemical pathways fully in heterologous hosts is challenging. Single plant cells with amplified multiple fission enable homogeneity. Homogeneity and high cell division rate can facilitate stable product scale-up.
Plant-based biopreparations are reasonably priced and are devoid of viral, prion and endotoxin contaminants. However, synthesizing these natural plant products by chemical methods is quite expensive. The structural complexity of plant-derived natural products poses a challenge for chemical synthesis at a commercial scale. Failure of commercial-scale synthesis is the chief reason why metabolic reconstructions in heterologous hosts are inevitable. This review discusses plant metabolite pathway reconstructions experimented in various heterologous hosts, and the inherent challenges involved. Plants as native hosts possess enhanced post-translational modification ability, along with rigorous gene edits, unlike microbes. To achieve a high yield of metabolites in plants, increased cell division rate is one of the requisites. This improved cell division rate will promote cellular homogeneity. Incorporation and maintenance of plant cell synchrony, in turn, can program stable product scale-up.
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Affiliation(s)
- Ipsita Pujari
- Department of Plant Sciences, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Abitha Thomas
- Department of Plant Sciences, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Vidhu Sankar Babu
- Department of Plant Sciences, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
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