1
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Shu P, Sheng J, Qing Y, Shen L. Resveratrol and nitric oxide synergistically enhance resistance against B. cinerea in tomato fruit by regulating phytohormones. Food Res Int 2024; 197:115262. [PMID: 39593342 DOI: 10.1016/j.foodres.2024.115262] [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: 07/03/2024] [Revised: 10/06/2024] [Accepted: 10/22/2024] [Indexed: 11/28/2024]
Abstract
Resveratrol (RVT), a plant antitoxin, plays an important role in plant resistance against pathogens. While nitric oxide (NO) as an essential signaling factor in disease resistance enhancement is well documented, the potential molecular interplay RVT and NO in postharvest tomato fruit defense against Botrytis cinerea (B.cinerea) still needs exploration. In this study, exogenous RVT reduced gray mold caused by B.cinerea in tomato fruit, with 20 μM being the most effective. Tomato fruit were treated with 20 μM RVT enhanced resistance against B.cinerea, as indicated by reduced symptoms of disease and improved activity of disease resistance related enzymes (PAL, PPO and CHI). In addition, RVT treatment improved the expression of SlPR1, SlLoxd and SlMYC2, and promoted the accumulation of plant hormone IAA and ABA, but reduced the expression of SlNPR1 and the level of GA3. More importantly, the combined treatment of NO donor (SNP) and RVT notably enhanced disease resistance compared to RVT or SNP single treatment. However, the combination of NO inhibitor (L-NNA) and RVT treatment even reduced the positive effect of RVT. Meanwhile, the expression of SlPR1, SlLoxd and SlMYC2 and the accumulation of IAA and ABA in RVT + SNP treated fruit were higher than those in the RVT or SNP single treatment. Thus, our data demonstrate that RVT and NO synergistically enhance resistance against B. cinerea in tomato fruit by regulating phytohormones.
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Affiliation(s)
- Pan Shu
- College of Agricultural Science, Sichuan Technological Innovation Laboratory for South Subtropical Fruits, Xichang University, Xichang 615013, China
| | - Jiping Sheng
- School of Agricultural Economics and Rural Development, Renmin University of China, Beijing 100872, China
| | - Yuan Qing
- College of Agricultural Science, Sichuan Technological Innovation Laboratory for South Subtropical Fruits, Xichang University, Xichang 615013, China.
| | - Lin Shen
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China.
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2
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Liu X, Zhang P, Zhao Q, Huang AC. Making small molecules in plants: A chassis for synthetic biology-based production of plant natural products. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2023; 65:417-443. [PMID: 35852486 DOI: 10.1111/jipb.13330] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 07/18/2022] [Indexed: 06/15/2023]
Abstract
Plant natural products have been extensively exploited in food, medicine, flavor, cosmetic, renewable fuel, and other industrial sectors. Synthetic biology has recently emerged as a promising means for the cost-effective and sustainable production of natural products. Compared with engineering microbes for the production of plant natural products, the potential of plants as chassis for producing these compounds is underestimated, largely due to challenges encountered in engineering plants. Knowledge in plant engineering is instrumental for enabling the effective and efficient production of valuable phytochemicals in plants, and also paves the way for a more sustainable future agriculture. In this manuscript, we briefly recap the biosynthesis of plant natural products, focusing primarily on industrially important terpenoids, alkaloids, and phenylpropanoids. We further summarize the plant hosts and strategies that have been used to engineer the production of natural products. The challenges and opportunities of using plant synthetic biology to achieve rapid and scalable production of high-value plant natural products are also discussed.
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Affiliation(s)
- Xinyu Liu
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Department of Biology, School of Life Sciences, SUSTech-PKU Institute of Plant and Food Science, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Peijun Zhang
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Department of Biology, School of Life Sciences, SUSTech-PKU Institute of Plant and Food Science, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Qiao Zhao
- Shenzhen Institutes of Advanced Technology (SIAT), the Chinese Academy of Sciences, Shenzhen, 518055, China
| | - Ancheng C Huang
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Department of Biology, School of Life Sciences, SUSTech-PKU Institute of Plant and Food Science, Southern University of Science and Technology, Shenzhen, 518055, China
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3
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Ahmad S, Gao J, Wei Y, Lu C, Zhu G, Yang F. The Transcriptome Profiling of Flavonoids and Bibenzyls Reveals Medicinal Importance of Rare Orchid Arundina graminifolia. FRONTIERS IN PLANT SCIENCE 2022; 13:923000. [PMID: 35812923 PMCID: PMC9260279 DOI: 10.3389/fpls.2022.923000] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 05/19/2022] [Indexed: 06/15/2023]
Abstract
Orchids are very important flowering plants that spend long juvenile phases before flowering. Along with aesthetic importance, they are rich sources of medicinal components. However, their long reproductive cycle is the major hurdle to study the medicinal efficacy. Arundina graminifolia is a rare orchid that grows fast, unlike other orchids, and this characteristic makes it an ideal plant to study the medicinal enrichment of orchids. Therefore, this study presents the identification of important medicinal components in various parts of A. graminifolia. Transcriptome analysis was performed for five stages (FD1-FD5) of flower development and four tissue types (mature flower, silique, root, and leaf) to ascertain genetic regulators of flavonoids and bibenzyls. Most of the genes showed the highest expression in roots as compared with other tissues. Weighted gene coexpression network analysis (WGCNA) was performed to identify the coexpression modules and the candidate genes involving biosynthesis pathways of these chemicals. MEyellow module contained the highly coexpressed genes. Moreover, the concentrations of phenylpropanoid, bibenzyls, and flavone were ascertained through high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS). Phenylpropanoid and bibenzyl were comparatively high in the leaf, while flavone showed a high concentration in the stem. The selected candidate genes [bibenzyl biosynthesis (BIBSY212), CYP84A1, CYP73A4, 4CLL7, UGT88B1, UGT73C3, anthocyanin synthase (ANS), phenylalanine ammonia-lyase (PAL), flavanone synthase FLS, and CHS8] were validated through quantitative real-time PCR (qRT-PCR). Most of these genes showed high expression in leaf and root as compared with other tissue. Therefore, the presence of bibenzyls and flavonoids in different parts of A. graminifolia and their molecular regulators can provide a quick source to decipher the medicinal efficacy of orchids.
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Affiliation(s)
- Sagheer Ahmad
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Environmental Horticulture Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Jie Gao
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Environmental Horticulture Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Yonglu Wei
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Environmental Horticulture Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Chuqiao Lu
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Environmental Horticulture Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Genfa Zhu
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Environmental Horticulture Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
| | - Fengxi Yang
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Environmental Horticulture Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou, China
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Zhang Y, Zhao Q, Feng Y, Dong Y, Zhang T, Yang Q, Gu H, Huang J, Li Y. Integrated Transcriptomic and Metabolomic Analyses Reveal the Mechanisms Underlying Anthocyanin Coloration and Aroma Formation in Purple Fennel. Front Nutr 2022; 9:875360. [PMID: 35571884 PMCID: PMC9093692 DOI: 10.3389/fnut.2022.875360] [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: 02/14/2022] [Accepted: 03/22/2022] [Indexed: 11/28/2022] Open
Abstract
The color and aroma are the significant traits of vegetables and fruits, but the metabolic and molecular mechanisms underlying anthocyanin accumulation and aroma formation remain almost unknown in fennel (Anethum foeniculum L.), which is a crucial vegetable crop and grown widely for aromatic leaves and bulbs. Here, ten major anthocyanins identified and quantified by ultra-high performance liquid chromatography coupled with quadrupole Orbitrap high-resolution mass spectrometry (UHPLC-Q-Orbitrap HRMS) were mainly responsible for the coloration of purple fennel leaf. With the application of GC-MS, it was found that the reduced volatile phenylpropanoids including isoeugenol, trans-isoeugenol, and apiol chiefly account for the characteristic aroma changes of the purple fennel. Moreover, the characteristic anthocyanin coloration and aroma formation in purple fennel were systematically studied with the integrated transcriptomics and metabolomics. The critical genes associated with the biosynthesis and regulation of anthocyanins and volatile phenylpropanoids were isolated and studied carefully in transiently transfected tobacco cells and transgenic tomato plants. Together with the results of UHPLC-Q-Orbitrap HRMS, RT-qPCR, and yeast two hybrid (Y2H), it is proved that the metabolic flux redirection of phenylpropanoid pathway primarily regulated by a functional MYB-bHLH-WD40 complex consisting of AfTT8, AfMYB7, and AfTTG1 accounts for the characteristic anthocyanin coloration and aroma formation in purple fennel leaf. The systematic understanding of the anthocyanin accumulation and aroma formation will assist in the improvement of fennel resource utilization and breeding.
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Affiliation(s)
- Yanjie Zhang
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Qing Zhao
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Youwei Feng
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Yuanhang Dong
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Tianjiao Zhang
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Qiu Yang
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Huihui Gu
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Jinyong Huang
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Yan Li
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China.,The Center of Advanced Analysis and Gene Sequencing, Zhengzhou University, Zhengzhou, China
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Wu T, Kerbler SM, Fernie AR, Zhang Y. Plant cell cultures as heterologous bio-factories for secondary metabolite production. PLANT COMMUNICATIONS 2021; 2:100235. [PMID: 34746764 PMCID: PMC8554037 DOI: 10.1016/j.xplc.2021.100235] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 07/27/2021] [Accepted: 08/19/2021] [Indexed: 05/06/2023]
Abstract
Synthetic biology has been developing rapidly in the last decade and is attracting increasing attention from many plant biologists. The production of high-value plant-specific secondary metabolites is, however, limited mostly to microbes. This is potentially problematic because of incorrect post-translational modification of proteins and differences in protein micro-compartmentalization, substrate availability, chaperone availability, product toxicity, and cytochrome p450 reductase enzymes. Unlike other heterologous systems, plant cells may be a promising alternative for the production of high-value metabolites. Several commercial plant suspension cell cultures from different plant species have been used successfully to produce valuable metabolites in a safe, low cost, and environmentally friendly manner. However, few metabolites are currently being biosynthesized using plant platforms, with the exception of the natural pigment anthocyanin. Both Arabidopsis thaliana and Nicotiana tabacum cell cultures can be developed by multiple gene transformations and CRISPR-Cas9 genome editing. Given that the introduction of heterologous biosynthetic pathways into Arabidopsis and N. tabacum is not widely used, the biosynthesis of foreign metabolites is currently limited; however, therein lies great potential. Here, we discuss the exemplary use of plant cell cultures and prospects for using A. thaliana and N. tabacum cell cultures to produce valuable plant-specific metabolites.
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Affiliation(s)
- Tong Wu
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Sandra M. Kerbler
- Leibniz-Institute für Gemüse- und Zierpflanzenbau, Theodor-Echtermeyer-Weg 1, 14979 Groβbeeren, Germany
| | - Alisdair R. Fernie
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
- Center of Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
| | - Youjun Zhang
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
- Center of Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
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Park SC, Pyun JW, Jeong YJ, Park SH, Kim S, Kim YH, Lee JR, Kim CY, Jeong JC. Overexpression of VlPRX21 and VlPRX35 genes in Arabidopsis plants leads to bioconversion of trans-resveratrol to δ-viniferin. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2021; 162:556-563. [PMID: 33773231 DOI: 10.1016/j.plaphy.2021.03.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Accepted: 03/08/2021] [Indexed: 06/12/2023]
Abstract
Stilbenes, including resveratrol and viniferins, a small family of polyphenols, are considered the most important phytoalexin group in Vitis species. In a previous study, we found that co-treatment of methyl jasmonate (MJ) and stevioside (STE) resulted in enhanced extracellular production of viniferins in grapevine cell suspension cultures. Thus, to further understand the mechanisms of viniferin production in grapevine cell cultures, we performed transcriptome analysis and isolated seven candidates of grapevine peroxidase genes (VlAPX6, VlGPX5, VlPRX13, VlPRX21, VlPRX35, VlPRX40, and VlPRX50). Bioconversion of trans-resveratrol to δ-viniferin was examined using crude protein extracts isolated from agroinfiltration-based transient expression of VlPRXs in Nicotiana benthamiana. In addition, we found that crude protein extracts from VlPRX21-, VlPRX35-, and VlPRX40-overexpressing (OX) transgenic Arabidopsis plants led to the conversion of trans-resveratrol to δ-viniferin. We found that in vitro experiments with crude protein extracts from VlPRX21-OX and VlPRX35-OX Arabidopsis plants catalyzed the dimerization of trans-resveratrol to δ-viniferin. Our results suggest that VlPRX21 and VlPRX35 encode functional grapevine class III peroxidases and catalyze the oxidative dimerization of trans-resveratrol to form δ-viniferin in grapevine.
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Affiliation(s)
- Sung-Chul Park
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea
| | - Jang Won Pyun
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea; Department of Pharmaceutical Engineering, Daegu Haany University, Daegu, 38610, Republic of Korea
| | - Yu Jeong Jeong
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea
| | - Su Hyun Park
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea; Department of Plant Biotechnology, College of Agriculture and Life Science, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Soyoung Kim
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea; Department of Plant Biotechnology, College of Agriculture and Life Science, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Yun-Hee Kim
- Department of Biology Education, Gyeongsang National University, Jinju, 52828, Republic of Korea
| | - Jong Rok Lee
- Department of Pharmaceutical Engineering, Daegu Haany University, Daegu, 38610, Republic of Korea
| | - Cha Young Kim
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea.
| | - Jae Cheol Jeong
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup, 56212, Republic of Korea.
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Transcriptomic Analyses Shed Light on Critical Genes Associated with Bibenzyl Biosynthesis in Dendrobium officinale. PLANTS 2021; 10:plants10040633. [PMID: 33810588 PMCID: PMC8065740 DOI: 10.3390/plants10040633] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/16/2021] [Accepted: 03/19/2021] [Indexed: 11/25/2022]
Abstract
The Dendrobium plants (members of the Orchidaceae family) are used as traditional Chinese medicinal herbs. Bibenzyl, one of the active compounds in Dendrobium officinale, occurs in low amounts among different tissues. However, market demands require a higher content of thes compounds to meet the threshold for drug production. There is, therefore, an immediate need to dissect the physiological and molecular mechanisms underlying how bibenzyl compounds are biosynthesized in D. officinale tissues. In this study, the accumulation of erianin and gigantol in tissues were studied as representative compounds of bibenzyl. Exogenous application of Methyl-Jasmonate (MeJA) promotes the biosynthesis of bibenzyl compounds; therefore, transcriptomic analyses were conducted between D. officinale-treated root tissues and a control. Our results show that the root tissues contained the highest content of bibenzyl (erianin and gigantol). We identified 1342 differentially expressed genes (DEGs) with 912 up-regulated and 430 down-regulated genes in our transcriptome dataset. Most of the identified DEGs are functionally involved in the JA signaling pathway and the biosynthesis of secondary metabolites. We also identified two candidate cytochrome P450 genes and nine other enzymatic genes functionally involved in bibenzyl biosynthesis. Our study provides insights on the identification of critical genes associated with bibenzyl biosynthesis and accumulation in Dendrobium plants, paving the way for future research on dissecting the physiological and molecular mechanisms of bibenzyl synthesis in plants as well as guide genetic engineering for the improvement of Dendrobium varieties through increasing bibenzyl content for drug production and industrialization.
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Jeong YJ, Park SH, Park SC, Kim S, Kim TH, Lee J, Kim SW, Ryu YB, Jeong JC, Kim CY. Induced extracellular production of stilbenes in grapevine cell culture medium by elicitation with methyl jasmonate and stevioside. BIORESOUR BIOPROCESS 2020. [DOI: 10.1186/s40643-020-00329-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
AbstractWe report the high production of stilbenes, including resveratrol and viniferin, in grapevine (Vitis labruscana L.) cell cultures through elicitation with methyl jasmonate (MeJA) and stevioside (STE). Methyl-β-cyclodextrin (MeβCD) is widely used as a solubilizer for resveratrol production. For the first time, we used STE as a solubilizer for stilbene production in plant cell cultures. MeJA was most effective elicitor in activating VvSTS expression and stimulating stilbene biosynthesis in grapevine cell cultures. The maximum concentration of δ-viniferin (892.2 mg/L) production with a small amount of trans-resveratrol (12.2 mg/L) was observed in the culture medium by co-treatment of cells with MeJA and STE, whereas the highest level of trans-resveratrol (371.9 mg/L) with a slight amount of δ-viniferin (11.5 mg/L) was accumulated in the culture medium of cells treated with MeJA and MeβCD. However, neither trans-resveratrol nor δ-viniferin were significantly elevated within the cells by the applications. Notably, predominant production of δ-viniferin and trans-resveratrol was observed in shake and static flask culture medium, respectively, by co-treatment of MeJA and STE. Furthermore, stilbene compounds of resveratrol, ε-viniferin, and δ-viniferin were mainly produced in a 3-L bioreactor culture following elicitation of cells with MeJA and STE. These results provide new strategies for conditional, high-level production of resveratrol and viniferin in cell cultures by utilizing the solubilizing properties of STE or MeβCD.
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Kowalczyk T, Wieczfinska J, Skała E, Śliwiński T, Sitarek P. Transgenesis as a Tool for the Efficient Production of Selected Secondary Metabolites from in Vitro Plant Cultures. PLANTS (BASEL, SWITZERLAND) 2020; 9:E132. [PMID: 31973076 PMCID: PMC7076688 DOI: 10.3390/plants9020132] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 01/18/2020] [Accepted: 01/19/2020] [Indexed: 12/28/2022]
Abstract
The plant kingdom abounds in countless species with potential medical uses. Many of them contain valuable secondary metabolites belonging to different classes and demonstrating anticancer, anti-inflammatory, antioxidant, antimicrobial or antidiabetic properties. Many of these metabolites, e.g., paclitaxel, vinblastine, betulinic acid, chlorogenic acid or ferrulic acid, have potential applications in medicine. Additionally, these compounds have many therapeutic and health-promoting properties. The growing demand for these plant secondary metabolites forces the use of new green biotechnology tools to create new, more productive in vitro transgenic plant cultures. These procedures have yielded many promising results, and transgenic cultures have been found to be safe, efficient and cost-effective sources of valuable secondary metabolites for medicine and industry. This review focuses on the use of various in vitro plant culture systems for the production of secondary metabolites.
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Affiliation(s)
- Tomasz Kowalczyk
- Department of Molecular Biotechnology and Genetics, University of Lodz, Banacha 12/16, 90-237 Lodz, Poland
| | - Joanna Wieczfinska
- Department of Immunopathology, Medical University of Lodz, Żeligowskiego 7/9, 90-752 Lodz, Poland;
| | - Ewa Skała
- Department of Biology and Pharmaceutical Botany, Medical University of Lodz, Muszynskiego 1, 90-151 Lodz, Poland; (E.S.); (P.S.)
| | - Tomasz Śliwiński
- Laboratory of Medical Genetics, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland;
| | - Przemysław Sitarek
- Department of Biology and Pharmaceutical Botany, Medical University of Lodz, Muszynskiego 1, 90-151 Lodz, Poland; (E.S.); (P.S.)
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11
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Zhang Y, Dong D, Li D, Lu L, Li J, Zhang Y, Chen L. Computational Method for the Identification of Molecular Metabolites Involved in Cereal Hull Color Variations. Comb Chem High Throughput Screen 2019; 21:760-770. [DOI: 10.2174/1386207322666190129105441] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2018] [Revised: 08/02/2018] [Accepted: 08/16/2018] [Indexed: 11/22/2022]
Abstract
Background:
Cereal hull color is an important quality specification characteristic. Many
studies were conducted to identify genetic changes underlying cereal hull color diversity. However,
these studies mainly focused on the gene level. Recent studies have suggested that metabolomics can
accurately reflect the integrated and real-time cell processes that contribute to the formation of
different cereal colors.
Methods:
In this study, we exploited published metabolomics databases and applied several
advanced computational methods, such as minimum redundancy maximum relevance (mRMR),
incremental forward search (IFS), random forest (RF) to investigate cereal hull color at the metabolic
level. First, the mRMR was applied to analyze cereal hull samples represented by metabolite
features, yielding a feature list. Then, the IFS and RF were used to test several feature sets,
constructed according to the aforementioned feature list. Finally, the optimal feature sets and RF
classifier were accessed based on the testing results.
Results and Conclusion:
A total of 158 key metabolites were found to be useful in distinguishing
white cereal hulls from colorful cereal hulls. A prediction model constructed with these metabolites
and a random forest algorithm generated a high Matthews coefficient correlation value of 0.701.
Furthermore, 24 of these metabolites were previously found to be relevant to cereal color. Our study
can provide new insights into the molecular basis of cereal hull color formation.
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Affiliation(s)
- Yunhua Zhang
- Anhui Province Key Laboratory of Farmland Ecological Conservation and Pollution Prevention, School of Resources and Environment, Anhui Agricultural University, Hefei, Anhui, China
| | - Dong Dong
- Anhui Province Key Laboratory of Farmland Ecological Conservation and Pollution Prevention, School of Resources and Environment, Anhui Agricultural University, Hefei, Anhui, China
| | - Dai Li
- Anhui Province Key Laboratory of Farmland Ecological Conservation and Pollution Prevention, School of Resources and Environment, Anhui Agricultural University, Hefei, Anhui, China
| | - Lin Lu
- Department of Radiology, Columbia University Medical Center, New York, United States
| | - JiaRui Li
- School of Life Sciences, Shanghai University, Shanghai, China
| | - YuHang Zhang
- Institute of Health Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Lijuan Chen
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, China
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12
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An CH, Nazki S, Park SC, Jeong YJ, Lee JH, Park SJ, Khatun A, Kim WI, Park YI, Jeong JC, Kim CY. Plant synthetic GP4 and GP5 proteins from porcine reproductive and respiratory syndrome virus elicit immune responses in pigs. PLANTA 2018; 247:973-985. [PMID: 29313103 DOI: 10.1007/s00425-017-2836-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 12/13/2017] [Indexed: 06/07/2023]
Abstract
We demonstrated successful overexpression of porcine reproductive and respiratory syndrome virus (PRRSV)-derived GP4D and GP5D antigenic proteins in Arabidopsis. Pigs immunized with transgenic plants expressing GP4D and GP5D proteins generated both humoral and cellular immune responses to PRRSV. Porcine reproductive and respiratory syndrome virus (PRRSV) causes PRRS, the most economically significant disease affecting the swine industry worldwide. However, current commercial PRRSV vaccines (killed virus or modified live vaccines) show poor efficacy and safety due to concerns such as reversion of virus to wild type and lack of cross protection. To overcome these problems, plants are considered a promising alternative to conventional platforms and as a vehicle for large-scale production of recombinant proteins. Here, we demonstrate successful production of recombinant protein vaccine by expressing codon-optimized and transmembrane-deleted recombinant glycoproteins (GP4D and GP5D) from PRRSV in planta. We generated transgenic Arabidopsis plants expressing GP4D and GP5D proteins as candidate antigens. To examine immunogenicity, pigs were fed transgenic Arabidopsis leaves expressing the GP4D and GP5D antigens (three times at 2-week intervals) and then challenged with PRRSV at 6-week post-initial treatment. Immunized pigs showed significantly lower lung lesion scores and reduced viremia and viral loads in the lung than pigs fed Arabidopsis leaves expressing mYFP (control). Immunized pigs also had higher titers of PRRSV-specific antibodies and significantly higher levels of pro-inflammatory cytokines (TNF-α and IL-12). Furthermore, the numbers of IFN-γ+-producing cells were higher, and those of regulatory T cells were lower, in GP4D and GP5D immunized pigs than in control pigs. Thus, plant-derived GP4D and GP5D proteins provide an alternative platform for producing an effective subunit vaccine against PRRSV.
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MESH Headings
- Animals
- Antibodies, Viral/immunology
- Antigens, Viral/immunology
- Arabidopsis/genetics
- Arabidopsis/metabolism
- Blotting, Western
- Enzyme-Linked Immunosorbent Assay
- Flow Cytometry
- Immunity, Cellular
- Immunity, Humoral
- Leukocytes, Mononuclear/immunology
- Plants, Genetically Modified/genetics
- Plants, Genetically Modified/metabolism
- Porcine respiratory and reproductive syndrome virus/immunology
- Reverse Transcriptase Polymerase Chain Reaction
- Swine/immunology
- Swine/virology
- Vaccines, Synthetic/biosynthesis
- Vaccines, Synthetic/immunology
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Affiliation(s)
- Chul Han An
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea
- Department of Bioscience and Biotechnology, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Salik Nazki
- College of Veterinary Medicine and College of Environmental and Biosource Science, Chonbuk National University, Iksan, Jeonbuk, 54596, Republic of Korea
| | - Sung-Chul Park
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea
| | - Yu Jeong Jeong
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea
| | - Ju Huck Lee
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea
| | - Su-Jin Park
- Natural Product Material Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea
| | - Amina Khatun
- College of Veterinary Medicine and College of Environmental and Biosource Science, Chonbuk National University, Iksan, Jeonbuk, 54596, Republic of Korea
| | - Won-Il Kim
- College of Veterinary Medicine and College of Environmental and Biosource Science, Chonbuk National University, Iksan, Jeonbuk, 54596, Republic of Korea
| | - Youn-Il Park
- Department of Bioscience and Biotechnology, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Jae Cheol Jeong
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea.
| | - Cha Young Kim
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 181 Ipsin-gil, Jeongeup, Jeonbuk, 56212, Republic of Korea.
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Xia W, Rui W, Zhao W, Sheng S, Lei L, Feng Y, Zhao S. Stable isotope labeling and 2,3,5,4'-tetrahydroxystilbene-2-O-β-D-glucopyranoside biosynthetic pathway characterization in Fallopia multiflora. PLANTA 2018; 247:613-623. [PMID: 29138972 DOI: 10.1007/s00425-017-2797-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 10/11/2017] [Indexed: 06/07/2023]
Abstract
The THSG biosynthetic pathway in F. multiflora was characterized, and enzymatic activities responsible for the resveratrol synthesis, hydroxylation, and glycosylation reactions involved in THSG biosynthesis were confirmed in vitro. The biosynthetic origin of 2,3,5,4'-tetrahydroxystilbene-2-O-β-D-glucopyranoside (THSG) and the enzymes involved in THSG biosynthesis in Fallopia multiflora were studied using stable isotope labeling and biocatalytic methods. UPLC-MS-based analyses were used to unravel the isotopologue composition of the biosynthetic intermediates and products, as well as to detect the products of the enzyme assay experiments. In this study, 13C-labeled L-phenylalanine (L-PHE), sodium pyruvate (SP), and sodium bicarbonate (SB) were used as putative precursors in the feeding experiment. Labeling of polydatin (PD) and THSG using [13C9]L-PHE and [13C1]L-PHE confirmed that the p-coumaric moiety of PD and THSG was derived from PHE. The results of the feeding experiments with [13C] SB and [2, 3-13C2] SP suggested that PD and THSG were derivatives of resveratrol that were synthesized by glycosylation and hydroxylation. We developed methods using total crude protein extracts (soluble and microsomal) for comprehensive and simultaneous analysis of resveratrol synthase, glycosyltransferase, and hydroxylase activities in various tissue types of wild F. multiflora and callus cultures. The activity of each tested enzyme was confirmed in one or more tissue types or cell cultures in vitro. The results of the enzyme activity experiments and the distributions of PD and THSG were used to determine the main site and pathway of THSG biosynthesis in F. multiflora.
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Affiliation(s)
- Wanxia Xia
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou, 510006, People's Republic of China
| | - Wen Rui
- Centre Laboratory, Guangdong Pharmaceutical University, Guangzhou, 510006, People's Republic of China
| | - Wei Zhao
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou, 510006, People's Republic of China
| | - Shujing Sheng
- College of Biology and Food Engineering, Guangdong University of Education, Guangzhou, 510303, People's Republic of China
| | - Lei Lei
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou, 510006, People's Republic of China
| | - Yifan Feng
- Centre Laboratory, Guangdong Pharmaceutical University, Guangzhou, 510006, People's Republic of China
| | - Shujin Zhao
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou, 510006, People's Republic of China.
- Department of Pharmacy, General Hospital of Guangzhou Military Command, No. 111, Liuhua Road, Yuexiu District, Guangzhou, 510010, People's Republic of China.
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Fu R, Martin C, Zhang Y. Next-Generation Plant Metabolic Engineering, Inspired by an Ancient Chinese Irrigation System. MOLECULAR PLANT 2018; 11:47-57. [PMID: 28893713 DOI: 10.1016/j.molp.2017.09.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 08/06/2017] [Accepted: 09/01/2017] [Indexed: 05/03/2023]
Abstract
Specialized secondary metabolites serve not only to protect plants against abiotic and biotic challenges, but have also been used extensively by humans to combat diseases. Due to the great importance of medicinal plants for health, we need to find new and sustainable ways to improve the production of the specialized metabolites. In addition to direct extraction, recent progress in metabolic engineering of plants offers an alternative supply option. We argue that metabolic engineering for producing the secondary metabolites in plants may have distinct advantages over microbial production platforms, and thus propose new approaches of plant metabolic engineering, which are inspired by an ancient Chinese irrigation system. Metabolic engineering strategies work at three levels: introducing biosynthetic genes, using transcription factors, and improving metabolic flux including increasing the supply of precursors, energy, and reducing power. In addition, recent progress in biotechnology contributes markedly to better engineering, such as the use of specific promoters and the deletion of competing branch pathways. We propose that next-generation plant metabolic engineering will improve current engineering strategies, for the purpose of producing valuable metabolites in plants on industrial scales.
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Affiliation(s)
- Rao Fu
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, China
| | - Cathie Martin
- Department of Metabolic Biology, John Innes Centre, Norwich NR4 7UH, UK
| | - Yang Zhang
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, China.
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