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Peng Y, Sheng S, Wang T, Song J, Wang D, Zhang Y, Cheng J, Zheng T, Lv Z, Zhu X, Hou H. Genome-Wide Characterization of Solanum tuberosum CCoAOMT Gene Family and Identification of StCCoAOMT Genes Involved in Anthocyanin Biosynthesis. Genes (Basel) 2024; 15:1466. [PMID: 39596666 PMCID: PMC11593951 DOI: 10.3390/genes15111466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 11/09/2024] [Accepted: 11/10/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND The caffeoyl-CoA-O methyltransferase (CCoAOMT) family plays essential roles in the methylation of various secondary metabolites, including anthocyanins. Despite the wide identification of the CCoAOMT family in plants, the characterization and function of CCoAOMT protein members in Solanum tuberosum remain poorly understood. METHODS AND RESULTS In this study, a total of 12 StCCoAOMT members were identified in the genome of S. tuberosum using the Blastp and HMM search and were unevenly located on eight chromosomes. Collinearity analysis revealed that four tandem duplicated gene pairs and two segmental duplicated gene pairs existed in the S. tuberosum genome, demonstrating that duplication events play a key role in the expansion of the CCoAOMT family. All StCCoAOMTs were clustered into group I and group II based on phylogenetic analysis, which was further verified by the conserved motifs and gene structures analysis. The cis-acting elements analysis illustrated that StCCoAOMTs might be important for photosynthesis, hormone responses, and abiotic stress. Expression analysis demonstrated that StCCoAOMT genes have diverse transcript levels in various tissues and that StCCoAOMT10 was significantly expressed in purple potatoes with abundant anthocyanin content according to RNA-seq data and qRT-PCR assays. In addition, the subcellular localization assay validated that the StCCoAOMT10 protein was mainly localized in the cytoplasm and nucleus. CONCLUSIONS These results will be of great importance for a better understanding of the features of CCoAOMT family members, especially of the candidate genes involved in the methylation of anthocyanins in S. tuberosum, and also for improving the nutritional quality of S. tuberosum.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Hualan Hou
- School of Horticulture, Anhui Agricultural University, Hefei 230036, China
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Zhang M, Wang T, Guo Q, Su Y, Yang F. Systematic Identification and Characterization of O-Methyltransferase Gene Family Members Involved in Flavonoid Biosynthesis in Chrysanthemum indicum L. Int J Mol Sci 2024; 25:10037. [PMID: 39337522 PMCID: PMC11432614 DOI: 10.3390/ijms251810037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 09/10/2024] [Accepted: 09/10/2024] [Indexed: 09/30/2024] Open
Abstract
Chrysanthemum indicum L. capitulum is an enriched source of flavonoids with broad-ranging biological activities, mainly due to their anti-inflammatory, anti-cancer, immune regulation, anti-microbial activity, hepatoprotective, and neuroprotective effects. The O-methylation of various secondary metabolites has previously been demonstrated to be mainly catalyzed by S-adenosyl-L-methionine-dependent O-methyltransferase (OMT) proteins encoded by the OMT gene family. However, limited comprehensive study was published on the OMT gene family, especially the CCoAOMT subfamily, involved in the O-methylation of flavonoids in Chrysanthemum. Here, we analyzed the spatiotemporal expression patterns of C. indicum OMT genes in leaf and flower at different developmental stages. Transcriptome sequencing and qRT-PCR analysis showed that COMTs were mainly highly expressed in capitulum, especially in full bloom, while CCoAOMTs were mainly highly expressed in leaves. Correlation analysis of OMT gene expression and flavonoids accumulation revealed that four OMTs (CHR00029120, CHR00029783, CHR00077404, and CHR00078333) were putatively involved in most methylated flavonoids biosynthesis in the capitulum. Furthermore, we identified a true CCoAOMT enzyme, CiCCoAOMT1, and found that it catalyzed O-methylation of quercetin and luteolin at the 3'-OH position. In summary, this work provides an important theoretical basis for further research on the biological functions of OMTs in C. indicum.
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Affiliation(s)
| | | | - Qiaosheng Guo
- Institute of Chinese Medicinal Materials, Nanjing Agricultural University, Nanjing 210095, China; (M.Z.); (T.W.); (Y.S.); (F.Y.)
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3
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Wang J, Liao N, Liu G, Li Y, Xu F, Shi J. Diversity and regioselectivity of O-methyltransferases catalyzing the formation of O-methylated flavonoids. Crit Rev Biotechnol 2024; 44:1203-1225. [PMID: 38035668 DOI: 10.1080/07388551.2023.2280755] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 08/26/2023] [Accepted: 10/17/2023] [Indexed: 12/02/2023]
Abstract
Flavonoids and their methylated derivatives have immense market potential in the food and biomedical industries due to their multiple beneficial effects, such as antimicrobial, anti-inflammatory, and anticancer activities. The biological synthesis of flavonoids and their derivatives is often accomplished via the use of genetically modified microorganisms to ensure large-scale production. Therefore, it is pivotal to understand the properties of O-methyltransferases (OMTs) that mediate the methylation of flavonoids. However, the properties of these OMTs are governed by their: sources, substrate specificity, amino acid residues in the active sites, and the intricate mechanism. In order to obtain a clue for the selection of suitable OMTs for the biosynthesis of a target methylated flavonoid, we made a comprehensive review of the currently reported results, with a particular focus on their comparative regioselectivity for different flavonoid substrates. Additionally, the possible mechanisms for the diversity of this class of enzymes were explored using molecular simulation technology. Finally, major gaps in our understanding and areas for future studies were discussed. The findings of this study may be useful in selecting genes that encode OMTs and designing enzyme-based processes for synthesizing O-methylated flavonoids.
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Affiliation(s)
- Juan Wang
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an, People's Republic of China
| | - Ning Liao
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an, People's Republic of China
| | - Guanwen Liu
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an, People's Republic of China
| | - Yinghui Li
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an, People's Republic of China
| | - Fengqin Xu
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an, People's Republic of China
| | - Junling Shi
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an, People's Republic of China
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4
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Chen J, Zhang Y, Wei J, Hu X, Yin H, Liu W, Li D, Tian W, Hao Y, He Z, Fernie AR, Chen W. Beyond pathways: Accelerated flavonoids candidate identification and novel exploration of enzymatic properties using combined mapping populations of wheat. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:2033-2050. [PMID: 38408119 PMCID: PMC11182594 DOI: 10.1111/pbi.14323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 02/06/2024] [Accepted: 02/12/2024] [Indexed: 02/28/2024]
Abstract
Although forward-genetics-metabolomics methods such as mGWAS and mQTL have proven effective in providing myriad loci affecting metabolite contents, they are somehow constrained by their respective constitutional flaws such as the hidden population structure for GWAS and insufficient recombinant rate for QTL. Here, the combination of mGWAS and mQTL was performed, conveying an improved statistical power to investigate the flavonoid pathways in common wheat. A total of 941 and 289 loci were, respectively, generated from mGWAS and mQTL, within which 13 of them were co-mapped using both approaches. Subsequently, the mGWAS or mQTL outputs alone and their combination were, respectively, utilized to delineate the metabolic routes. Using this approach, we identified two MYB transcription factor encoding genes and five structural genes, and the flavonoid pathway in wheat was accordingly updated. Moreover, we have discovered some rare-activity-exhibiting flavonoid glycosyl- and methyl-transferases, which may possess unique biological significance, and harnessing these novel catalytic capabilities provides potentially new breeding directions. Collectively, we propose our survey illustrates that the forward-genetics-metabolomics approaches including multiple populations with high density markers could be more frequently applied for delineating metabolic pathways in common wheat, which will ultimately contribute to metabolomics-assisted wheat crop improvement.
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Affiliation(s)
- Jie Chen
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
- Yazhouwan National LaboratorySanyaChina
| | - Yueqi Zhang
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
| | - Jiaqi Wei
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
- Wuhan Academy of Agricultural SciencesWuhanChina
| | - Xin Hu
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
| | - Huanran Yin
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
| | - Wei Liu
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
| | - Dongqin Li
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
| | - Wenfei Tian
- National Wheat Improvement Center, Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Yuanfeng Hao
- National Wheat Improvement Center, Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Zhonghu He
- National Wheat Improvement Center, Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | | | - Wei Chen
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhanChina
- Hubei Hongshan LaboratoryWuhanChina
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5
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Deng Y, Yang P, Zhang Q, Wu Q, Feng L, Shi W, Peng Q, Ding L, Tan X, Zhan R, Ma D. Genomic insights into the evolution of flavonoid biosynthesis and O-methyltransferase and glucosyltransferase in Chrysanthemum indicum. Cell Rep 2024; 43:113725. [PMID: 38300800 DOI: 10.1016/j.celrep.2024.113725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 11/17/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024] Open
Abstract
Flavonoids are a class of secondary metabolites widely distributed in plants. Regiospecific modification by methylation and glycosylation determines flavonoid diversity. A rare flavone glycoside, diosmin (luteolin-4'-methoxyl-7-O-glucosyl-rhamnoside), occurs in Chrysanthemum indicum. How Chrysanthemum plants evolve new biosynthetic capacities remains elusive. Here, we assemble a 3.11-Gb high-quality C. indicum genome with a contig N50 value of 4.39 Mb and annotate 50,606 protein-coding genes. One (CiCOMT10) of the tandemly repeated O-methyltransferase genes undergoes neofunctionalization, preferentially transferring the methyl group to the 4'-hydroxyl group of luteolin with ortho-substituents to form diosmetin. In addition, CiUGT11 (UGT88B3) specifically glucosylates 7-OH group of diosmetin. Next, we construct a one-pot cascade biocatalyst system by combining CiCOMT10, CiUGT11, and our previously identified rhamnosyltransferase, effectively producing diosmin with over 80% conversion from luteolin. This study clarifies the role of transferases in flavonoid diversity and provides important gene elements essential for producing rare flavone.
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Affiliation(s)
- Yinai Deng
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Peng Yang
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Hunan Provincial Key Laboratory for Synthetic Biology of Traditional Chinese Medicine, School of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua 418000, China
| | - Qianle Zhang
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Qingwen Wu
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Lingfang Feng
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Wenjing Shi
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Qian Peng
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Li Ding
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Xukai Tan
- Grandomics Biosciences, Beijing 102200, China
| | - Ruoting Zhan
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Dongming Ma
- Research Center of Chinese Herbal Resource Science and Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Key Laboratory of Chinese Medicinal Resource from Lingnan, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
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6
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Liao Z, Liu X, Zheng J, Zhao C, Wang D, Xu Y, Sun C. A multifunctional true caffeoyl coenzyme A O-methyltransferase enzyme participates in the biosynthesis of polymethoxylated flavones in citrus. PLANT PHYSIOLOGY 2023; 192:2049-2066. [PMID: 37086474 PMCID: PMC10315319 DOI: 10.1093/plphys/kiad249] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/14/2023] [Accepted: 03/27/2023] [Indexed: 05/03/2023]
Abstract
Polymethoxylated flavones (PMFs) have received extensive attention due to their abundant bioactivities. Citrus peels specifically accumulate abundant PMFs, and methylation modification is a key step in PMF biosynthesis; however, the function of reported O-methyltransferase (OMT) in citrus is insufficient to elucidate the complete methylation process of PMFs. In this study, we analyzed the accumulation pattern of PMFs in the flavedo of the sweet orange (Citrus sinensis) cultivar "Bingtangcheng" at different developmental stages. We found that accumulation of PMFs was completed at the early stage of fruit development (60-d after flowering). Furthermore, we characterized a true caffeoyl-CoA O-methyltransferase (named CsCCoAOMT1) from C. sinensis. Functional analysis in vitro showed that CsCCoAOMT1 preferred flavonoids to caffeoyl-CoA and esculetin. This enzyme efficiently methylated the 6-, 7- 8-, and 3'-OH of a wide array of flavonoids with vicinal hydroxyl groups with a strong preference for quercetin (flavonol) and flavones. The transient overexpression and virus-induced gene silencing experiments verified that CsCCoAOMT1 could promote the accumulation of PMFs in citrus. These results reveal the function of true CCoAOMTs and indicate that CsCCoAOMT1 is a highly efficient multifunctional O-methyltransferase involved in the biosynthesis of PMFs in citrus.
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Affiliation(s)
- Zhenkun Liao
- Laboratory of Fruit Quality Biology, The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Zhejiang University, Hangzhou 310000, China
| | - Xiaojuan Liu
- Laboratory of Fruit Quality Biology, The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Zhejiang University, Hangzhou 310000, China
| | - Juan Zheng
- Laboratory of Fruit Quality Biology, The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Zhejiang University, Hangzhou 310000, China
| | - Chenning Zhao
- Laboratory of Fruit Quality Biology, The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Zhejiang University, Hangzhou 310000, China
| | - Dengliang Wang
- Quzhou Academy of Agriculture and Forestry Science, Quzhou 324000, China
| | - Yang Xu
- Xiangshan Country Agricultural Economic Specialty Technology Extension Center, Ningbo 315799, China
| | - Chongde Sun
- Laboratory of Fruit Quality Biology, The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Zhejiang University, Hangzhou 310000, China
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7
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Wu X, Yuwen M, Pu Z, Zhao Z, Yu H, Zha J. Engineering of flavonoid 3'-O-methyltransferase for improved biosynthesis of chrysoeriol in Escherichia coli. Appl Microbiol Biotechnol 2023; 107:1663-1672. [PMID: 36719434 DOI: 10.1007/s00253-023-12403-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 02/01/2023]
Abstract
O-Methylation catalyzed by O-methyltransferases (OMTs) is an important modification of flavonoids for improving the transport efficiency across membranes and metabolic stability in mammalian cells. Chrysoeriol, also known as 3'-O-methylated luteolin, is a methylated flavonoid compound with health-promoting activities. The generation of chrysoeriol from luteolin can be catalyzed by a rice-derived 3'-OMT named ROMT-9, which has a high regiospecificity and activity toward flavonoids in vitro. Herein, we explored the potential of ROMT-9 for in vivo biosynthesis of chrysoeriol in Escherichia coli and adopted semi-rational enzyme engineering guided by homology modeling and molecular docking to improve the bio-production. Two positive variants including L34Q and W284A were obtained which promoted chrysoeriol formation to more than 85 mg/L from 200 mg/L of luteolin in 24 h compared with a titer of 55 mg/L for the strain expressing the native enzyme. Further biochemical analysis confirmed that such improvement in production stemmed from a higher enzyme expression level for the L34Q variant and higher efficiency in substrate binding and catalysis for the W284A variant. This study provides some insights into the engineering of other flavonoid OMTs and will facilitate high-level biosynthesis of methylated flavonoids in engineered microorganisms. KEY POINTS: • Biosynthesis of chrysoeriol from luteolin in E. coli using ROMT-9 • Engineering of ROMT-9 for better bio-production • ROMT-9 variants promote production via better expression or better catalysis.
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Affiliation(s)
- Xia Wu
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, 710021, Shaanxi, China
| | - Miaomiao Yuwen
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, 710021, Shaanxi, China
| | - Zhongji Pu
- Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 311200, Zhejiang, China
| | - Zhen Zhao
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, 710021, Shaanxi, China
| | - Haoran Yu
- Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 311200, Zhejiang, China. .,Institute of Bioengineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310027, Zhejiang, China.
| | - Jian Zha
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, 710021, Shaanxi, China.
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Lashley A, Miller R, Provenzano S, Jarecki SA, Erba P, Salim V. Functional Diversification and Structural Origins of Plant Natural Product Methyltransferases. Molecules 2022; 28:43. [PMID: 36615239 PMCID: PMC9822479 DOI: 10.3390/molecules28010043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 12/13/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022] Open
Abstract
In plants, methylation is a common step in specialized metabolic pathways, leading to a vast diversity of natural products. The methylation of these small molecules is catalyzed by S-adenosyl-l-methionine (SAM)-dependent methyltransferases, which are categorized based on the methyl-accepting atom (O, N, C, S, or Se). These methyltransferases are responsible for the transformation of metabolites involved in plant defense response, pigments, and cell signaling. Plant natural product methyltransferases are part of the Class I methyltransferase-superfamily containing the canonical Rossmann fold. Recent advances in genomics have accelerated the functional characterization of plant natural product methyltransferases, allowing for the determination of substrate specificities and regioselectivity and further realizing the potential for enzyme engineering. This review compiles known biochemically characterized plant natural product methyltransferases that have contributed to our knowledge in the diversification of small molecules mediated by methylation steps.
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Affiliation(s)
- Audrey Lashley
- Department of Biological Sciences, Louisiana State University, Shreveport, LA 71115, USA
| | - Ryan Miller
- Department of Biological Sciences, Louisiana State University, Shreveport, LA 71115, USA
- School of Medicine, Louisiana State University Health New Orleans, New Orleans, LA 70112, USA
| | - Stephanie Provenzano
- Department of Biological Sciences, Louisiana State University, Shreveport, LA 71115, USA
- School of Medicine, Louisiana State University Health Shreveport, Shreveport, LA 71103, USA
| | - Sara-Alexis Jarecki
- Department of Biological Sciences, Louisiana State University, Shreveport, LA 71115, USA
| | - Paul Erba
- Department of Biological Sciences, Louisiana State University, Shreveport, LA 71115, USA
- School of Medicine, Louisiana State University Health New Orleans, New Orleans, LA 70112, USA
| | - Vonny Salim
- Department of Biological Sciences, Louisiana State University, Shreveport, LA 71115, USA
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Fang T, Zhou S, Qian C, Yan X, Yin X, Fan X, Zhao P, Liao Y, Shi L, Chang Y, Ma XF. Integrated metabolomics and transcriptomics insights on flavonoid biosynthesis of a medicinal functional forage, Agriophyllum squarrosum (L.), based on a common garden trial covering six ecotypes. FRONTIERS IN PLANT SCIENCE 2022; 13:985572. [PMID: 36204072 PMCID: PMC9530573 DOI: 10.3389/fpls.2022.985572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/22/2022] [Indexed: 06/16/2023]
Abstract
Agriophyllum squarrosum (L.) Moq., well known as sandrice, is an important wild forage in sandy areas and a promising edible and medicinal resource plant with great domestication potential. Previous studies showed flavonoids are one of the most abundant medicinal ingredients in sandrice, whereby isorhamnetin and isorhamnetin-3-glycoside were the top two flavonols with multiple health benefits. However, the molecular regulatory mechanisms of flavonoids in sandrice remain largely unclear. Based on a common garden trial, in this study, an integrated transcriptomic and flavonoids-targeted metabolomic analysis was performed on the vegetative and reproductive periods of six sandrice ecotypes, whose original habitats covered a variety of environmental factor gradients. Multiple linear stepwise regression analysis unveiled that flavonoid accumulation in sandrice was positively correlated with temperature and UVB and negatively affected by precipitation and sunshine duration, respectively. Weighted co-expression network analysis (WGCNA) indicated the bHLH and MYB transcription factor (TF) families might play key roles in sandrice flavonoid biosynthesis regulation. A total of 22,778 differentially expressed genes (DEGs) were identified between ecotype DL and ecotype AEX, the two extremes in most environmental factors, whereby 85 DEGs could be related to known flavonoid biosynthesis pathway. A sandrice flavonoid biosynthesis network embracing the detected 23 flavonoids in this research was constructed. Gene families Plant flavonoid O-methyltransferase (AsPFOMT) and UDP-glucuronosyltransferase (AsUGT78D2) were identified and characterized on the transcriptional level and believed to be synthases of isorhamnetin and isorhamnetin-3-glycoside in sandrice, respectively. A trade-off between biosynthesis of rutin and isorhamnetin was found in the DL ecotype, which might be due to the metabolic flux redirection when facing environmental changes. This research provides valuable information for understanding flavonoid biosynthesis in sandrice at the molecular level and laid the foundation for precise development and utilization of this functional resource forage.
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Affiliation(s)
- Tingzhou Fang
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Shanshan Zhou
- Faculty of Environmental Science and Engineering, Shanxi Institute of Science and Technology, Jincheng, China
| | - Chaoju Qian
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
| | - Xia Yan
- Key Laboratory of Eco-Hydrology of Inland River Basin, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
- Marsgreen Biotech Jiangsu Co., Ltd., Haian, China
| | - Xiaoyue Yin
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
| | - Xingke Fan
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
| | - Pengshu Zhao
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Yuqiu Liao
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Liang Shi
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Yuxiao Chang
- Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Xiao-Fei Ma
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Department of Ecology and Agriculture Research, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
- Marsgreen Biotech Jiangsu Co., Ltd., Haian, China
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10
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Xie L, Guo Y, Ren C, Cao Y, Li J, Lin J, Grierson D, Zhao X, Zhang B, Sun C, Chen K, Li X. Unravelling the consecutive glycosylation and methylation of flavonols in peach in response to UV-B irradiation. PLANT, CELL & ENVIRONMENT 2022; 45:2158-2175. [PMID: 35357710 DOI: 10.1111/pce.14323] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/02/2022] [Accepted: 03/05/2022] [Indexed: 06/14/2023]
Abstract
Flavonol glycosides are bioactive compounds important for plant defence and human nutrition. Glycosylation and methylation play an important role in enriching the diversity of flavonols in response to the environment. Peach flowers and fruit are rich in flavonol diglycosides such as isorhamnetin 3-O-rutinoside (I3Rut), kaempferol 3-O-rutinoside and quercetin 3-O-rutinoside, and flavonol monoglycosides such as I 3-O-glucoside and Q 3-O-galactoside. UV-B irradiation of fruit significantly induced accumulation of all these flavonol glycosides. Candidate biosynthetic genes induced by UV-B were identified by genome homology searches and the in vitro catalytic activities of purified recombinant proteins determined. PpUGT78T3 and PpUGT78A2 were identified as flavonol 3-O-glucosyltransferase and 3-O-galactosyltransferase, respectively. PpUGT91AK6 was identified as flavonol 1,6-rhamnosyl trasferase catalysing the formation of flavonol rutinosides and PpFOMT1 was identified as a flavonol O-methyltransferase that methylated Q at the 3'-OH-OH to form isorhamnetin derivatives. Transient expression in Nicotiana benthamiana confirmed the specificity of PpUGT78T3 as a flavonol 3-O-glucosyltransferase, PpUGT78A2 as a 3-O-galactosyltransferase, PpUGT91AK6 as a 1,6-rhamnosyltrasferase and PpFOMT1 as an O-methyltransferase. This study provides new insights into the mechanisms of glycosylation and methylation of flavonols, especially the formation of flavonol diglycosides such as I3Rut, and will also be useful for future potential metabolic engineering of complex flavonols.
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Affiliation(s)
- Linfeng Xie
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Yan Guo
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Chuanhong Ren
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Yunlin Cao
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Jiajia Li
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Jing Lin
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Donald Grierson
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
- Plant and Crop Sciences Division, School of Biosciences, University of Nottingham, Loughborough, UK
| | - Xiaoyong Zhao
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Bo Zhang
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Chongde Sun
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Kunsong Chen
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Xian Li
- Shandong (Linyi) Institute of Modern Agriculture, Zhejiang University, Linyi, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
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11
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Diversification of Chemical Structures of Methoxylated Flavonoids and Genes Encoding Flavonoid-O-Methyltransferases. PLANTS 2022; 11:plants11040564. [PMID: 35214897 PMCID: PMC8876552 DOI: 10.3390/plants11040564] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/13/2022] [Accepted: 02/16/2022] [Indexed: 11/25/2022]
Abstract
The O-methylation of specialized metabolites in plants is a unique decoration that provides structural and functional diversity of the metabolites with changes in chemical properties and intracellular localizations. The O-methylation of flavonoids, which is a class of plant specialized metabolites, promotes their antimicrobial activities and liposolubility. Flavonoid O-methyltransferases (FOMTs), which are responsible for the O-methylation process of the flavonoid aglycone, generally accept a broad range of substrates across flavones, flavonols and lignin precursors, with different substrate preferences. Therefore, the characterization of FOMTs with the physiology roles of methoxylated flavonoids is useful for crop improvement and metabolic engineering. In this review, we summarized the chemodiversity and physiology roles of methoxylated flavonoids, which were already reported, and we performed a cross-species comparison to illustrate an overview of diversification and conserved catalytic sites of the flavonoid O-methyltransferases.
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12
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Gu N, Liu S, Qiu C, Zhao L, Pei J. Biosynthesis of 3'-O-methylisoorientin from luteolin by selecting O-methylation/C-glycosylation motif. Enzyme Microb Technol 2021; 150:109862. [PMID: 34489021 DOI: 10.1016/j.enzmictec.2021.109862] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 06/23/2021] [Accepted: 06/26/2021] [Indexed: 11/26/2022]
Abstract
Glycosylation and methylation of flavonoids are the main types of structural modifications and can endow flavonoids with greater stability, bioactivity, and bioavailability. In this study, five types of O-methyltransferases were screened for producing O-methylated luteolin, and the biosynthesis strategy of 3'-O-methylisoorientin from luteolin was determined. To improve the production of 3'-O-methylluteolin, the S-adenosyl-l-methionine synthesis pathway was reconstructed in the recombinant strain by introducing S-adenosyl-l-methionine synthetase genes. After optimizing the conversion conditions, maximal 3'-O-methylluteolin production reached 641 ± 25 mg/L with a corresponding molar conversion of 76.5 %, which was the highest titer of methylated flavonoids reported to date in Escherichia coli. 3'-O-Methylluteolin (127 mg) was prepared from 250 mL of the broth by silica gel column chromatography and preparative HPLC with a yield of 79.4 %. Subsequently, we used the biocatalytic cascade of Gentiana triflora C-glycosyltransferase (Gt6CGT) and Glycine max sucrose synthase (GmSUS) to biosynthesize 3'-O-methylisoorientin from 3'-O-methylluteolin in vitro. By optimizing the coupled reaction conditions and using the fed-batch operation, maximal 3'-O-methylisoorientin production reached 226 ± 8 mg/L with a corresponding molar conversion of 98 %. Therefore, this study provides an efficient method for the production of novel 3'-O-methylisoorientin and the biosynthesis strategy for methylated C-glycosylation flavonoids by selective O-methylation/C-glycosylation motif on flavonoids.
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Affiliation(s)
- Na Gu
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, China; College of Chemical Engineering, Nanjing Forestry University, Nanjing, China; Jiangsu Key Lab of Biomass-Based Green Fuels and Chemicals, Nanjing, China
| | - Simin Liu
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, China; College of Chemical Engineering, Nanjing Forestry University, Nanjing, China; Jiangsu Key Lab of Biomass-Based Green Fuels and Chemicals, Nanjing, China
| | - Cong Qiu
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, China; College of Chemical Engineering, Nanjing Forestry University, Nanjing, China; Jiangsu Key Lab of Biomass-Based Green Fuels and Chemicals, Nanjing, China
| | - Linguo Zhao
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, China; College of Chemical Engineering, Nanjing Forestry University, Nanjing, China; Jiangsu Key Lab of Biomass-Based Green Fuels and Chemicals, Nanjing, China.
| | - Jianjun Pei
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, China; College of Chemical Engineering, Nanjing Forestry University, Nanjing, China; Jiangsu Key Lab of Biomass-Based Green Fuels and Chemicals, Nanjing, China.
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13
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dos Santos IMO, Abe VY, de Carvalho K, Barazetti AR, Simionato AS, de Almeida Pega GE, Matis SH, Cano BG, Cely MVT, Marcelino-Guimarães FC, Chryssafidis AL, Andrade G. Secondary Metabolites of Pseudomonas aeruginosa LV Strain Decrease Asian Soybean Rust Severity in Experimentally Infected Plants. PLANTS 2021; 10:plants10081495. [PMID: 34451540 PMCID: PMC8400991 DOI: 10.3390/plants10081495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/13/2021] [Accepted: 07/15/2021] [Indexed: 11/16/2022]
Abstract
Asian Soybean Rust (ASR), a disease caused by Phakopsora pachyrhizi, causing yield losses up to 90%. The control is based on the fungicides which may generate resistant fungi. The activation of the plant defense system, should help on ASR control. In this study, secondary metabolites of Pseudomonas aeruginosa LV strain were applied on spore germination and the expression of defense genes in infected soybean plants. The F4A fraction and the pure metabolites were used. In vitro, 10 µg mL−1 of F4A reduced spore germination by 54%, while 100 µg mL−1 completely inhibited. Overexpression of phenylalanine ammonia lyase (PAL), O-methyltransferase (OMT) and pathogenesis related protein-2 (PR-2; glucanases) defense-related genes were detected 24 and 72 h after soybean sprouts were sprayed with an organocopper antimicrobial compound (OAC). Under greenhouse conditions, the best control was observed in plants treated with 60 µg mL−1 of PCA, which reduced ASR severity and lesion frequency by 75% and 43%, respectively. Plants sprayed with 2 and 20 µg mL−1 of F4A also decreased severity (41%) and lesion frequency (32%). The significant reduction in spore germination ASR in plant suggested that the strain of these metabolites are effective against P. pachyrhizi, and they can be used for ASR control.
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Affiliation(s)
- Igor Matheus Oliveira dos Santos
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
| | - Valéria Yukari Abe
- Laboratory of Plant Biotechnology and Bioinformatics, Embrapa Soja, Londrina 86057-970, PR, Brazil; (V.Y.A.); (K.d.C.); (F.C.M.-G.)
| | - Kenia de Carvalho
- Laboratory of Plant Biotechnology and Bioinformatics, Embrapa Soja, Londrina 86057-970, PR, Brazil; (V.Y.A.); (K.d.C.); (F.C.M.-G.)
| | - André Riedi Barazetti
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
| | - Ane Stéfano Simionato
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
| | - Guilherme E. de Almeida Pega
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
| | - Sergio Henrique Matis
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
| | - Barbara Gionco Cano
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
| | - Martha Viviana Torres Cely
- Agricultural and Environmental Sciences Institute, Federal University of Mato Grosso, Sinop 78550-728, MT, Brazil;
| | | | | | - Galdino Andrade
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, PR, Brazil; (I.M.O.d.S.); (A.R.B.); (A.S.S.); (G.E.d.A.P.); (S.H.M.); (B.G.C.)
- Correspondence: ; Tel.: +55-43-999-175-758
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14
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Gómez JD, Pinheiro VJM, Silva JC, Romero JV, Meriño-Cabrera Y, Coutinho FS, Lourenção AL, Serrão JE, Vital CE, Fontes EPB, Oliveira MGA, Ramos HJO. Leaf metabolic profiles of two soybean genotypes differentially affect the survival and the digestibility of Anticarsia gemmatalis caterpillars. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2020; 155:196-212. [PMID: 32771931 DOI: 10.1016/j.plaphy.2020.07.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/28/2020] [Accepted: 07/05/2020] [Indexed: 06/11/2023]
Abstract
Insect pests such as Anticarsia gemmatalis cause defoliation and yield losses. Soybean breeding has obtained resistant genotypes, however the mechanism remains unknown. Studies indicated the presence of deterrents compounds in the resistant genotype IAC17, and their leaf metabolite profiles were compared to the susceptible genotype UFV105, which was elicited or not by caterpillar infestation. Cluster analysis indicated a significative distinction between these profiles as well as differences in plant defense pathways. Methylquercetins were constitutively present in the largest concentrations, specifically in the IAC17. Relationship between the resistance and the levels of phytohormones jasmonic acid, abscisic acid and salicylic acid was not observed. However, 1-aminocyclopropane -1carboxylic acid levels indicated that the ethylene may be involved in the constitutive biosynthesis of bioactive compounds. Extracts were added to the diets at three different concentrations to evaluate the effect on caterpillar survival. Lowest survival rates were observed when extracts from the resistant IAC 17 were used, at the lowest concentrations. Survival rates were not higher when IAC 17 infested by caterpillars were used. On the other hand, when extracts from the susceptible were used, the survival reductions were only observed in the highest extract concentrations. These supplementations of the diet reduced the digestive capacity, agreeing with the proteolytic activities, whereas malformations of the intestinal cells were dose dependent. The inhibitory effects persisted in higher dilutions only for the IAC17. Constitutive resistance was also explained by higher levels of protease inhibition. These results can be useful to elucidate the genes and cascades controlling the resistance.
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Affiliation(s)
- Jenny D Gómez
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil; Center for Biomolecules Analysis, NuBioMol, Universidade Federal de Viçosa, Viçosa-MG, Brazil
| | - Valquiria J M Pinheiro
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil
| | - João Carlos Silva
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil
| | - Juan V Romero
- Department of Biology, Universidade Federal de Viçosa UFV, Laboratory of Biometry, Viçosa-MG, Brazil
| | - Yaremis Meriño-Cabrera
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil
| | | | | | - Jose E Serrão
- Department of Biology, Universidade Federal de Viçosa UFV, Laboratory of Biometry, Viçosa-MG, Brazil
| | - Camilo Elber Vital
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil; Center for Biomolecules Analysis, NuBioMol, Universidade Federal de Viçosa, Viçosa-MG, Brazil
| | - Elizabeth P B Fontes
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil
| | - Maria G A Oliveira
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil
| | - Humberto J O Ramos
- Department of Biochemistry and Molecular Biology, UFV, BIOAGRO/INCT-IPP, Viçosa-MG, Brazil; Center for Biomolecules Analysis, NuBioMol, Universidade Federal de Viçosa, Viçosa-MG, Brazil.
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15
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Ju YL, Yang BH, He S, Tu TY, Min Z, Fang YL, Sun XY. Anthocyanin accumulation and biosynthesis are modulated by regulated deficit irrigation in Cabernet Sauvignon (Vitis Vinifera L.) grapes and wines. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2019; 135:469-479. [PMID: 30473422 DOI: 10.1016/j.plaphy.2018.11.013] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2018] [Revised: 11/07/2018] [Accepted: 11/13/2018] [Indexed: 06/09/2023]
Abstract
Anthocyanins contents and compositions play an important role in grape berries and wines. Grapevines are widely cultivated in arid and semi-arid areas, and water shortage restricts the development of wine industry. The aim of this work was to gain insight on the effect of regulated deficit irrigation (RDI) on the accumulation and biosynthesis of anthocyanins in Cabernet Sauvignon (Vitis Vinifera L.) grapes and wines. High-performance liquid chromatography (HPLC) was used for anthocyanins profiles analyses and real-time quantitative PCR (qRT-PCR) was used for the genes expressions measurement. The grapevines were treated with 60% (RDI-1), 70% (RDI-2), 80% (RDI-3), 100% (CK, traditional drip irrigation) of their estimated evapotranspiration (ETc) respectively. RDI treatments significantly reduced titration acid and increased pH with higher total soluble solids. RDI-1 treatment increased total anthocyanins contents in berries and wines in both two vintages. RDI-1 and RDI-2 treatments significantly increased the contents of acylated anthocyanins in berries and wines, especially Malvidin-3-acetly-glucoside. RDI treatments significantly increased non-acylated anthocyanins contents in wines, such as Delphinidin-3-gliucoside and Malvidin-3-glucoside. RDI treatments upregulated the expressions of VvPAL, VvC4H, VvCHS, VvF3'H, VvF3'5'H, VvLDOX, and VvOMT in both two vintages. Correlation analysis showed the accumulation of anthocyanins was closely related to the key genes expressions, including VvPAL, VvF3'H, VvF3'5'H etc. The present results provided direct evidence and detailed data to explain that RDI treatments regulated the accumulation of anthocyanins by regulating genes expressions in the anthocyanin synthesis pathway.
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Affiliation(s)
- Yan-Lun Ju
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China.
| | - Bo-Han Yang
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China.
| | - Shuang He
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China.
| | - Ting-Yao Tu
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China.
| | - Zhuo Min
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China.
| | - Yu-Lin Fang
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China; Shaanxi Engineering Research Center for Viti-Viniculture, Yangling Shaanxi 712100, China.
| | - Xiang-Yu Sun
- College of Enology, Northwest A & F University, Yangling Shaanxi 712100, China; Shaanxi Engineering Research Center for Viti-Viniculture, Yangling Shaanxi 712100, China.
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16
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Xu RX, Gao S, Zhao Y, Lou HX, Cheng AX. Functional characterization of a Mg(2+)-dependent O-methyltransferase with coumarin as preferred substrate from the liverwort Plagiochasma appendiculatum. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2016; 106:269-277. [PMID: 27213954 DOI: 10.1016/j.plaphy.2016.05.018] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Revised: 05/13/2016] [Accepted: 05/13/2016] [Indexed: 06/05/2023]
Abstract
Coumarins (1,2-benzopyrones), which originate via the phenylpropanoid pathway, are found ubiquitously in plants and make an essential contribution to the health of the plant. Some natural coumarins have been used as human therapeutics. However, the details of their biosynthesis are still largely unknown. Scopoletin is derived from either esculetin or feruloyl CoA according to the plant species involved. Here, a gene encoding a O-methyltransferase (PaOMT2) was isolated from the liverwort species Plagiochasma appendiculatum (Aytoniaceae) through transcriptome sequencing. The purified recombinant enzyme catalyzed the methylation of esculetin, generating scopoletin and isoscopoletin. Kinetic analysis shows that the construct from the second Met in PaOMT2 had a catalytic efficiency for esculetin (Kcat/Km) of about half that of the full length PaOMT2, while the Kms of two enzymes were similar. The catalytic capacities of the studied protein suggest that two routes to scopoletin might co-exist in liverworts in that the enzyme involved in the methylation process participates in both paths, but especially the route from esculetin. The transient expression of a PaOMT2-GFP fusion in tobacco demonstrated that PaOMT2 is directed to the cytoplasm.
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Affiliation(s)
- Rui-Xue Xu
- Key Laboratory of Chemical Biology of Natural Products, Ministry of Education, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Shuai Gao
- Key Laboratory of Chemical Biology of Natural Products, Ministry of Education, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Yu Zhao
- Key Laboratory of Chemical Biology of Natural Products, Ministry of Education, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Hong-Xiang Lou
- Key Laboratory of Chemical Biology of Natural Products, Ministry of Education, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China
| | - Ai-Xia Cheng
- Key Laboratory of Chemical Biology of Natural Products, Ministry of Education, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, China.
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17
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Biotransformations and biological activities of hop flavonoids. Biotechnol Adv 2015; 33:1063-90. [PMID: 25708386 DOI: 10.1016/j.biotechadv.2015.02.009] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Revised: 02/13/2015] [Accepted: 02/16/2015] [Indexed: 12/13/2022]
Abstract
Female hop cones are used extensively in the brewing industry, but there is now increasing interest in possible uses of hops for non-brewing purposes, especially in the pharmaceutical industry. Among pharmaceutically important compounds from hops are flavonoids, having proven anticarcinogenic, antioxidant, antimicrobial, anti-inflammatory and estrogenic effects. In this review we aim to present current knowledge on the biotransformation of flavonoids from hop cones with respect to products, catalysis and conversion. A list of microbial enzymatic reactions associated with gastrointestinal microbiota is presented. A comparative analysis of the biological activities of hop flavonoids and their biotransformation products is described, indicating where further research has potential for applications in the pharmaceutical industry.
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18
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Simple rain-shelter cultivation prolongs accumulation period of anthocyanins in wine grape berries. Molecules 2014; 19:14843-61. [PMID: 25232706 PMCID: PMC6271032 DOI: 10.3390/molecules190914843] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 08/30/2014] [Accepted: 09/09/2014] [Indexed: 12/03/2022] Open
Abstract
Simple rain-shelter cultivation is normally applied during the grape growth season in continental monsoon climates aiming to reduce the occurrence of diseases caused by excessive rainfall. However, whether or not this cultivation practice affects the composition and concentration of phenolic compounds in wine grapes remains unclear. The objective of this study was to investigate the effect of rain-shelter cultivation on the accumulation of anthocyanins in wine grapes (Vitis vinifera L. Cabernet Sauvignon) grown in eastern China. The results showed that rain-shelter cultivation, compared with the open-field, extended the period of rapid accumulation of sugar, increased the soluble solid content in the grape berries, and delayed the senescence of the green leaves at harvest. The concentrations of most anthocyanins were significantly enhanced in the rain-shelter cultivated grapes, and their content increases were closely correlated with the accumulation of sugar. However, the compositions of anthocyanins in the berries were not altered. Correspondingly, the expressions of VvF3'H, VvF3'5'H, and VvUFGT were greatly up-regulated and this rising trend appeared to continue until berry maturation. These results suggested that rain-shelter cultivation might help to improve the quality of wine grape berries by prolonging the life of functional leaves and hence increasing the assimilation products.
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19
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Provenzano S, Spelt C, Hosokawa S, Nakamura N, Brugliera F, Demelis L, Geerke DP, Schubert A, Tanaka Y, Quattrocchio F, Koes R. Genetic Control and Evolution of Anthocyanin Methylation. PLANT PHYSIOLOGY 2014; 165:962-977. [PMID: 24830298 PMCID: PMC4081349 DOI: 10.1104/pp.113.234526] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2013] [Accepted: 05/06/2014] [Indexed: 05/23/2023]
Abstract
Anthocyanins are a chemically diverse class of secondary metabolites that color most flowers and fruits. They consist of three aromatic rings that can be substituted with hydroxyl, sugar, acyl, and methyl groups in a variety of patterns depending on the plant species. To understand how such chemical diversity evolved, we isolated and characterized METHYLATION AT THREE2 (MT2) and the two METHYLATION AT FIVE (MF) loci from Petunia spp., which direct anthocyanin methylation in petals. The proteins encoded by MT2 and the duplicated MF1 and MF2 genes and a putative grape (Vitis vinifera) homolog Anthocyanin O-Methyltransferase1 (VvAOMT1) are highly similar to and apparently evolved from caffeoyl-Coenzyme A O-methyltransferases by relatively small alterations in the active site. Transgenic experiments showed that the Petunia spp. and grape enzymes have remarkably different substrate specificities, which explains part of the structural anthocyanin diversity in both species. Most strikingly, VvAOMT1 expression resulted in the accumulation of novel anthocyanins that are normally not found in Petunia spp., revealing how alterations in the last reaction can reshuffle the pathway and affect (normally) preceding decoration steps in an unanticipated way. Our data show how variations in gene expression patterns, loss-of-function mutations, and alterations in substrate specificities all contributed to the anthocyanins' structural diversity.
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Affiliation(s)
- Sofia Provenzano
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Cornelis Spelt
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Satoko Hosokawa
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Noriko Nakamura
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Filippa Brugliera
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Linda Demelis
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Daan P Geerke
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Andrea Schubert
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Yoshikazu Tanaka
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Francesca Quattrocchio
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
| | - Ronald Koes
- Department of Molecular Cell Biology, Graduate School of Experimental Plant Sciences (S.P., C.S., F.Q., R.K.), and Amsterdam Institute for Molecules, Medicines, and Systems, Division of Molecular Toxicology (D.P.G.), VU University, 1081HV Amsterdam, The Netherlands;Department of Agricultural and Food Sciences, University of Turin, 10095 Grugliasco, Italy (S.P., A.S.);Research Institute, Suntory Global Innovation Center, Shimamoto, Mishima, Osaka 618-8503, Japan (S.H., N.N., Y.T.); andFlorigene, Bundoora, Victoria 3083, Australia (F.B., L.D.)
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Different anthocyanin profiles of the skin and the pulp of Yan7 (Muscat Hamburg x Alicante Bouschet) grape berries. Molecules 2010; 15:1141-53. [PMID: 20335969 PMCID: PMC6263362 DOI: 10.3390/molecules15031141] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2010] [Revised: 03/02/2010] [Accepted: 03/02/2010] [Indexed: 11/17/2022] Open
Abstract
Yan73 is a “teinturier” red wine variety cultivated in China and used in winemaking to strengthen red wine color. Here, the anthocyanin profile in both the skin and pulp of this grape variety was analyzed by HPLC-MS. The results showed that 18 anthocyanins were detected in both the skin and the pulp, and pelargonidin-3-O-glucoside, an anthocyanin compound hardly detected in most other Vitis vinifera berries, was found. However, the contents of individual anthocyanins in the skin and the pulp were significantly different. Compared with the skin, the pulp exhibited much lower ratio of 3’,5’-substituted to 3’-substituted anthocyanins and much higher ratio of methoxylation of anthocyanin B-ring to non methoxylation, and with regard to the aromatic acylated and aliphatic acylated anthocyanins, both their contents in the skin are higher than in the pulp. The findings will provide some new insight for the tissue-specific expression and regulation of the genes involving in anthocyanin biosynthesis in grape berries.
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Huang KX, Zahn J, Han L. SpnH from Saccharopolyspora spinosa encodes a rhamnosyl 4'-O-methyltransferase for biosynthesis of the insecticidal macrolide, spinosyn A. J Ind Microbiol Biotechnol 2008; 35:1669-76. [PMID: 18704529 DOI: 10.1007/s10295-008-0431-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2008] [Accepted: 07/30/2008] [Indexed: 10/21/2022]
Abstract
Deoxysugar, 2', 3', 4'-tri-O-methylrhamnose is an essential structural component of spinosyn A and D, which are the active ingredients of the commercial insect control agent, Spinosad. The spnH gene, which was previously assigned as a rhamnose O-methyltransferase based on gene sequence homology, was cloned from the wild-type Saccharopolyspora spinosa and from a spinosyn K-producing mutant that was defective in the 4'-O-methylation of 2', 3'-tri-O-methylrhamnose. DNA sequencing confirmed a mutation resulting in an amino acid substitution of G-165 to A-165 in the rhamnosyl 4'-O-methyltransferase of the mutant strain, and the subsequent sequence analysis showed that the mutation occurred in a highly conserved region of the translated amino acid sequence. Both spnH and the gene defective in 4'-O-methylation activity (spnH165A) were expressed heterologously in E. coli and were then purified to homogeneity using a His-tag affinity column. Substrate bioconversion studies showed that the enzyme encoded by spnH, but not spnH165A, could utilize spinosyn K as a substrate. When the wild-type spnH gene was transformed into the spinosyn K-producing mutant, spinosyn A production was restored. These results establish that the enzyme encoded by the spnH gene in wild-type S. spinosa is a rhamnosyl 4'-O-methyltransferase that is responsible for the final rhamnosyl methylation step in the biosynthesis of spinosyn A.
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Affiliation(s)
- Ke-xue Huang
- Key Lab of Microbial Molecular Biology of Hunan Province, College of Life Science, Hunan Normal University, 410081, Changsha, China.
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Molecular Modeling and Site Directed Mutagenesis of the O-Methyltransferase, SOMT-9 Reveal Amino Acids Important for Its Reaction and Regioselectivity. B KOREAN CHEM SOC 2007. [DOI: 10.5012/bkcs.2007.28.12.2248] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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