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Tabatabaeipour SN, Shiran B, Ravash R, Niazi A, Ebrahimie E. Comprehensive transcriptomic meta-analysis unveils new responsive genes to methyl jasmonate and ethylene in Catharanthusroseus. Heliyon 2024; 10:e27132. [PMID: 38449649 PMCID: PMC10915408 DOI: 10.1016/j.heliyon.2024.e27132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
In Catharanthus roseus, vital plant hormones, namely methyl jasmonate (MeJA) and ethylene, serve as abiotic triggers, playing a crucial role in stimulating the production of specific secondary compounds with anticancer properties. Understanding how plants react to various stresses, stimuli, and the pathways involved in biosynthesis holds significant promise. The application of stressors like ethylene and MeJA induces the plant's defense mechanisms, leading to increased secondary metabolite production. To delve into the essential transcriptomic processes linked to hormonal responses, this study employed an integrated approach combining RNA-Seq data meta-analysis and system biology methodologies. Furthermore, the validity of the meta-analysis findings was confirmed using RT-qPCR. Within the meta-analysis, 903 genes exhibited differential expression (DEGs) when comparing normal conditions to those of the treatment. Subsequent analysis, encompassing gene ontology, KEGG, TF, and motifs, revealed that these DEGs were actively engaged in multiple biological processes, particularly in responding to various stresses and stimuli. Additionally, these genes were notably enriched in diverse biosynthetic pathways, including those related to TIAs, housing valuable medicinal compounds found in this plant. Furthermore, by conducting co-expression network analysis, we identified hub genes within modules associated with stress response and the production of TIAs. Most genes linked to the biosynthesis pathway of TIAs clustered within three specific modules. Noteworthy hub genes, including Helicase ATP-binding domain, hbdA, and ALP1 genes within the blue, turquoise, and green module networks, are presumed to play a role in the TIAs pathway. These identified candidate genes hold potential for forthcoming genetic and metabolic engineering initiatives aimed at augmenting the production of secondary metabolites and medicinal compounds within C. roseus.
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Affiliation(s)
- Seyede Nasim Tabatabaeipour
- Department of Plant Breeding and Biotechnology, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran
| | - Behrouz Shiran
- Department of Plant Breeding and Biotechnology, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran
- Institute of Biotechnology, Shahrekord University, P.O. Box 115, Shahrekord, Iran
| | - Rudabeh Ravash
- Department of Plant Breeding and Biotechnology, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran
| | - Ali Niazi
- Department of Biotechnology, Faculty of Agriculture, Shiraz University, Shiraz, Iran
| | - Esmaeil Ebrahimie
- Department of Biotechnology, Faculty of Agriculture, Shiraz University, Shiraz, Iran
- School of Animal and Veterinary Sciences, The University of Adelaide, Adelaide, SA 5371, Australia
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2
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Shi M, Zhang S, Zheng Z, Maoz I, Zhang L, Kai G. Molecular regulation of the key specialized metabolism pathways in medicinal plants. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2024; 66:510-531. [PMID: 38441295 DOI: 10.1111/jipb.13634] [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: 12/27/2023] [Revised: 01/30/2024] [Accepted: 01/30/2024] [Indexed: 03/21/2024]
Abstract
The basis of modern pharmacology is the human ability to exploit the production of specialized metabolites from medical plants, for example, terpenoids, alkaloids, and phenolic acids. However, in most cases, the availability of these valuable compounds is limited by cellular or organelle barriers or spatio-temporal accumulation patterns within different plant tissues. Transcription factors (TFs) regulate biosynthesis of these specialized metabolites by tightly controlling the expression of biosynthetic genes. Cutting-edge technologies and/or combining multiple strategies and approaches have been applied to elucidate the role of TFs. In this review, we focus on recent progress in the transcription regulation mechanism of representative high-value products and describe the transcriptional regulatory network, and future perspectives are discussed, which will help develop high-yield plant resources.
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Affiliation(s)
- Min Shi
- Zhejiang Provincial International S&T Cooperation Base for Active Ingredients of Medicinal and Edible Plants and Health, Zhejiang Provincial Key TCM Laboratory for Chinese Resource Innovation and Transformation, School of Pharmaceutical Sciences, Jinhua Academy, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Siwei Zhang
- Zhejiang Provincial International S&T Cooperation Base for Active Ingredients of Medicinal and Edible Plants and Health, Zhejiang Provincial Key TCM Laboratory for Chinese Resource Innovation and Transformation, School of Pharmaceutical Sciences, Jinhua Academy, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Zizhen Zheng
- Zhejiang Provincial International S&T Cooperation Base for Active Ingredients of Medicinal and Edible Plants and Health, Zhejiang Provincial Key TCM Laboratory for Chinese Resource Innovation and Transformation, School of Pharmaceutical Sciences, Jinhua Academy, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Itay Maoz
- Department of Postharvest Science, Agricultural Research Organization, Volcani Center, Rishon, LeZion, 7505101, Israel
| | - Lei Zhang
- Department of Pharmaceutical Botany, School of Pharmacy, Naval Medical University, Shanghai, 200433, China
| | - Guoyin Kai
- Zhejiang Provincial International S&T Cooperation Base for Active Ingredients of Medicinal and Edible Plants and Health, Zhejiang Provincial Key TCM Laboratory for Chinese Resource Innovation and Transformation, School of Pharmaceutical Sciences, Jinhua Academy, Zhejiang Chinese Medical University, Hangzhou, 310053, China
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3
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Dwivedi S, Singh D, Singh N, Trivedi PK. Advances in regulatory mechanism(s) and biotechnological approaches to modulate nicotine content in tobacco. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 207:108397. [PMID: 38316099 DOI: 10.1016/j.plaphy.2024.108397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 01/12/2024] [Accepted: 01/22/2024] [Indexed: 02/07/2024]
Abstract
More than 8 million deaths are caused by tobacco-related diseases every year. A staggering 1.2 million of those fatalities occur due to second-hand smoke exposure among non-smokers, but more than 7 million are due to direct tobacco use among smokers. Nicotine acts as the key ingredient triggering the addiction. The United States Food and Drug Administration (FDA) has classified more than 90 chemical components of tobacco and related smoke as hazardous or potentially hazardous leading to cancer, cardiovascular, respiratory, and reproductive disorders. Hence, reducing nicotine content has been the foremost objective to reduce health and death risks. Therefore, various biotechnological approaches for developing tobacco varieties with low nicotine concentrations are urgently required for the welfare of humankind. In recent years, numerous advancements have been made in nicotine-based tobacco research, suggesting regulatory components involved in nicotine biosynthesis and developing nicotine-less tobacco varieties through biotechnological approaches. This review highlights the various regulatory components and major approaches used to modulate nicotine content in tobacco cultivars.
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Affiliation(s)
- Shambhavi Dwivedi
- CSIR-Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP), Lucknow, India
| | - Deeksha Singh
- CSIR-Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP), Lucknow, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Nivedita Singh
- CSIR-Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP), Lucknow, India
| | - Prabodh Kumar Trivedi
- CSIR-Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP), Lucknow, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
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Wei J, Chahel AA, Ni Y, Wei X, Zhao Y, Wang Y, Zeng S. Lycium RIN negatively modulate the biosynthesis of kukoamine A in hairy roots through decreasing thermospermine synthase expression. Int J Biol Macromol 2023; 252:126246. [PMID: 37567520 DOI: 10.1016/j.ijbiomac.2023.126246] [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: 06/04/2023] [Revised: 08/05/2023] [Accepted: 08/07/2023] [Indexed: 08/13/2023]
Abstract
Root bark (Lycii cortex) of Lycium contains high contents of characteristic bioactive compounds, including kukoamine A (KuA) and kukoamine B (KuB). RIPENING INHIBITOR (RIN) is well known as a master regulator of Solanaceaous fruit ripening. However, the role of RIN in the biosynthetic pathway of KuA in Lycium remains unclear. In this study, integrated transcriptomic, metabolomic analyses and hairy root system are used to characterize the role of RIN in KuA biosynthesis in Lycium. The ultra performance liquid chromatography electrospray ionization tandem mass spectrometry analysis revealed that KuA was significantly induced in LrRIN1 RNAi lines and not detected in overexpression lines. A total of 20,913 differentially expressed genes (DEGs) and 60 differentially accumulated metabolites (DAMs) were detected in LrRIN1 transgenic hairy roots, which were used for weighted gene co-expression network analysis. Our result reveals a high association between KuA and structural genes in the phenolamide pathway, which shows a negative correlation with LrRIN1. In addition, overexpression of the polyamine pathway gene thermospermine synthase LcTSPMS, a potential target gene of Lycium RIN, increased the contents of both KuA and KuB in L. chinense hairy root, indicating that TSPMS is responsible for KuA biosynthesis and is also the common upstream biosynthetic gene for both KuA and KuB. Our results lay a solid foundation for uncovering the biosynthetic pathway of KuA, which will facilitate the molecular breeding and genetic improvement of Lycium species.
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Affiliation(s)
- Jinrong Wei
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, Guangdong Provincial Key Laboratory of Digital Botanical Garden and Popular Science, South China Botanical Garden, Chinese Academy of Sciences, South China National Botanical Garden, Guangzhou 510650, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Aysha Arif Chahel
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, Guangdong Provincial Key Laboratory of Digital Botanical Garden and Popular Science, South China Botanical Garden, Chinese Academy of Sciences, South China National Botanical Garden, Guangzhou 510650, PR China
| | - Yuan Ni
- College of Horticulture and Landscape Architecture, Tianjin Agricultural University, Tianjin 300000, PR China
| | - Xiaoyi Wei
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, Guangdong Provincial Key Laboratory of Digital Botanical Garden and Popular Science, South China Botanical Garden, Chinese Academy of Sciences, South China National Botanical Garden, Guangzhou 510650, PR China
| | - Yuling Zhao
- Jinghe County Goji Industrial Development Center, Jinghe County, the Xinjiang Uygur Autonomous Region, 833300, PR China
| | - Ying Wang
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, Guangdong Provincial Key Laboratory of Digital Botanical Garden and Popular Science, South China Botanical Garden, Chinese Academy of Sciences, South China National Botanical Garden, Guangzhou 510650, PR China; College of Life Sciences, Gannan Normal University, Ganzhou, Jiangxi 341000, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China.
| | - Shaohua Zeng
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, Guangdong Provincial Key Laboratory of Digital Botanical Garden and Popular Science, South China Botanical Garden, Chinese Academy of Sciences, South China National Botanical Garden, Guangzhou 510650, PR China; College of Life Sciences, Gannan Normal University, Ganzhou, Jiangxi 341000, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China.
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Liao H, Quan H, Huang B, Ji H, Zhang T, Chen J, Zhou J. Integrated transcriptomic and metabolomic analysis reveals the molecular basis of tissue-specific accumulation of bioactive steroidal alkaloids in Fritillaria unibracteata. PHYTOCHEMISTRY 2023; 214:113831. [PMID: 37598994 DOI: 10.1016/j.phytochem.2023.113831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 08/22/2023]
Abstract
Fritillaria unibracteata is an endangered medicinal plant whose bulb has been used as a Chinese herb to suppress cough, asthma and excessive phlegm for centuries. Steroidal alkaloids, which are synthesized via the steroid synthesis pathways, are their significant bioactive constituents. However, few studies on genes involved in steroidal alkaloid biosynthesis in F. unibracteata have been reported, mainly due to the lack of the F. unibracteata genome. In this paper, comparative transcriptomic and metabolomic analyses of four different tissues of F. unibracteata (leaves, flowers, stems, and bulbs) were performed. Imperialine, peiminine, and peimisine were among the significant bioactive compounds that were considerably abundant in bulb tissue, according to the metabolomic findings. Then, 83.60 Gb transcriptome sequencing of four different tissues was performed, of which one gene encoding phosphomevalonate kinase was directly functionally characterized to verify the accuracy of sequences obtained from the transcriptome. A total of 9217 differentially expressed unigenes (DEGs) were identified in four different tissues of F. unibracteata. GO and KEGG enrichments revealed that phenylpropanoid biosynthesis, MVA-mediated terpenoid backbone biosynthesis, and steroid biosynthesis were enriched in bulb tissue, whereas enrichment of MEP-mediated terpenoid backbone biosynthesis, photosynthesis, photosynthesis-antenna protein and carotenoid biosynthesis was observed in aerial tissues. Moreover, clustering analysis indicated that the downstream steroid biosynthesis pathway was more important in steroidal alkaloid biosynthesis compared to the upstream terpenoid backbone biosynthesis pathway. Hence, MVA-mediated biosynthesis of steroidal alkaloids was proposed, in which 15 bulb-clustered DEGs were positively correlated with a high accumulation of bioactive steroid alkaloids, further validating our proposal. In addition, 36 CYP450s showing a positive correlation with bioactive steroidal alkaloids provided candidate enzymes to catalyze the subsequent steps of steroidal alkaloid biosynthesis. In addition, the transcription factors and ABC transporters clustered in bulb tissue might be responsible for the regulation and transportation of steroidal alkaloid biosynthesis. Protein-protein interaction analysis implied a highly complex steroid alkaloid biosynthesis network in which delta (24)-sterol reductase might be one of the central catalysts. Based on the integrated transcriptome and metabolome, this current study is a first step in understanding the tissue-specific biosynthesis of steroidal alkaloids in F. unibracteata. Furthermore, key genes and regulators identified herein could facilitate metabolic engineering to improve steroidal alkaloids in F. unibracteata.
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Affiliation(s)
- Hai Liao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Huige Quan
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Binhan Huang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Huiyue Ji
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Tian Zhang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Jiao Chen
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Jiayu Zhou
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
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Liu W, Tian X, Feng Y, Hu J, Wang B, Chen S, Liu D, Liu Y. Genome-wide analysis of bHLH gene family in Coptis chinensis provides insights into the regulatory role in benzylisoquinoline alkaloid biosynthesis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 201:107846. [PMID: 37390693 DOI: 10.1016/j.plaphy.2023.107846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 06/02/2023] [Accepted: 06/14/2023] [Indexed: 07/02/2023]
Abstract
Coptis chinensis Franch is a perennial species with high medical value. The rhizome of C. chinensis is a traditional Chinese medicine widely used for more than 2000 years in China. Its principal active ingredients are benzylisoquinoline alkaloids (BIAs). The basic helix-loop-helix (bHLH) transcription factors play an important regulatory role in the biosynthesis of plant secondary metabolites. However, the bHLH genes in C. chinensis have not been described, and little is known about their roles in alkaloid biosynthesis. In this study, a total of 143 CcbHLH genes (CcbHLHs) were identified and unevenly distributed on nine chromosomes. Phylogenetic analysis divided the 143 CcbHLH proteins into 26 subfamilies by comparison with Arabidopsis thaliana bHLH proteins. The majority CcbHLHs in each subgroup had similar gene structures and conserved motifs. Furthermore, the physicochemical properties, conserved motif, intron/exon composition, and cis-acting elements of CcbHLHs were analyzed. Transcriptome analysis revealed that 30 CcbHLHs were significantly expressed in the rhizomes of C. chinensis. Co-expression analysis revealed that 11 CcbHLHs were highly positively correlated with contents of various alkaloids of C. chinensis. Moreover, yeast one-hybrid experiments verified that CcbHLH001 and CcbHLH0002 could interact with the promoters of berberine biosynthesis pathway genes CcBBE and CcCAS, suggesting their regulatory roles in BIA biosynthesis. This study provides comprehensive insights into the bHLH gene family in C. chinensis and will support in-depth functional characterization of CcbHLHs involved in the regulation of protoberberine-type alkaloid biosynthesis.
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Affiliation(s)
- Wei Liu
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Xufang Tian
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Ying Feng
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Juan Hu
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Bo Wang
- Hubei Institute for Drug Control, Wuhan, China
| | - Shilin Chen
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China; Institute of Herbgenomics, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Di Liu
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
| | - Yifei Liu
- School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
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7
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Selma S, Ntelkis N, Nguyen TH, Goossens A. Engineering the plant metabolic system by exploiting metabolic regulation. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2023; 114:1149-1163. [PMID: 36799285 DOI: 10.1111/tpj.16157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/10/2023] [Accepted: 02/15/2023] [Indexed: 05/31/2023]
Abstract
Plants are the most sophisticated biofactories and sources of food and biofuels present in nature. By engineering plant metabolism, the production of desired compounds can be increased and the nutritional or commercial value of the plant species can be improved. However, this can be challenging because of the complexity of the regulation of multiple genes and the involvement of different protein interactions. To improve metabolic engineering (ME) capabilities, different tools and strategies for rerouting the metabolic pathways have been developed, including genome editing and transcriptional regulation approaches. In addition, cutting-edge technologies have provided new methods for understanding uncharacterized biosynthetic pathways, protein degradation mechanisms, protein-protein interactions, or allosteric feedback, enabling the design of novel ME approaches.
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Affiliation(s)
- Sara Selma
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Nikolaos Ntelkis
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Trang Hieu Nguyen
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Alain Goossens
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Center for Plant Systems Biology, Ghent, Belgium
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Becker A, Yamada Y, Sato F. California poppy ( Eschscholzia californica), the Papaveraceae golden girl model organism for evodevo and specialized metabolism. FRONTIERS IN PLANT SCIENCE 2023; 14:1084358. [PMID: 36938015 PMCID: PMC10017456 DOI: 10.3389/fpls.2023.1084358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 02/16/2023] [Indexed: 06/18/2023]
Abstract
California poppy or golden poppy (Eschscholzia californica) is the iconic state flower of California, with native ranges from Northern California to Southwestern Mexico. It grows well as an ornamental plant in Mediterranean climates, but it might be invasive in many parts of the world. California poppy was also highly prized by Native Americans for its medicinal value, mainly due to its various specialized metabolites, especially benzylisoquinoline alkaloids (BIAs). As a member of the Ranunculales, the sister lineage of core eudicots it occupies an interesting phylogenetic position. California poppy has a short-lived life cycle but can be maintained as a perennial. It has a comparatively simple floral and vegetative morphology. Several genetic resources, including options for genetic manipulation and a draft genome sequence have been established already with many more to come. Efficient cell and tissue culture protocols are established to study secondary metabolite biosynthesis and its regulation. Here, we review the use of California poppy as a model organism for plant genetics, with particular emphasis on the evolution of development and BIA biosynthesis. In the future, California poppy may serve as a model organism to combine two formerly separated lines of research: the regulation of morphogenesis and the regulation of secondary metabolism. This can provide insights into how these two integral aspects of plant biology interact with each other.
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Affiliation(s)
- Annette Becker
- Plant Development Lab, Institute of Botany, Hustus-Liebig-University, Giessen, Germany
| | - Yasuyuki Yamada
- Laboratory of Medicinal Cell Biology, Kobe Pharmaceutical University, Kobe, Japan
| | - Fumihiko Sato
- Graduate School of Biostudies, Kyoto University, Kyoto, Japan
- Bioorganic Research Institute, Suntory Foundation for Life Science, Kyoto, Japan
- Graduate School of Science, Osaka Metropolitan University, Sakai, Japan
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9
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Clustered regularly interspaced short palindromic repeats tools for plant metabolic engineering: achievements and perspectives. Curr Opin Biotechnol 2023; 79:102856. [PMID: 36473330 DOI: 10.1016/j.copbio.2022.102856] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 11/17/2022] [Indexed: 12/09/2022]
Abstract
The plant kingdom represents the biggest source of feedstock, food, and added-value compounds. Engineering plant metabolic pathways to increase the phytochemical production or improve the nutraceutical value of crops is challenging because of the intricate interaction networks that link multiple genes, enzymatic steps, and metabolites, even when pathways are fully elucidated. The development of clustered regularly interspaced short palindromic repeats - CRISPR-associated (CRISPR-Cas) technologies has helped to overcome limitations in metabolic engineering, providing efficient and versatile tools for multigene editing. CRISPR approaches in plants were shown to have a remarkable efficiency in genome editing of different species to improve agronomic and metabolic traits. Here, we give an overview of the different achievements and perspectives of CRISPR technology in plant metabolic engineering.
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10
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Jiao C, Wei M, Fan H, Song C, Wang Z, Cai Y, Jin Q. Transcriptomic analysis of genes related to alkaloid biosynthesis and the regulation mechanism under precursor and methyl jasmonate treatment in Dendrobium officinale. FRONTIERS IN PLANT SCIENCE 2022; 13:941231. [PMID: 35937364 PMCID: PMC9355482 DOI: 10.3389/fpls.2022.941231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 06/28/2022] [Indexed: 06/15/2023]
Abstract
Dendrobium officinale is both a traditional herbal medicine and a plant of high ornamental and medicinal value. Alkaloids, especially terpenoid indole alkaloids (TIAs), with pharmacological activities are present in the tissues of D. officinale. A number of genes involved in alkaloid biosynthetic pathways have been identified. However, the regulatory mechanisms underlying the precursor and methyl jasmonate (MeJA)-induced accumulation of alkaloids in D. officinale are poorly understood. In this study, we collected D. officinale protocorm-like bodies (PLBs) and treated them with TIA precursors (tryptophan and secologanin) and MeJA for 0 (T0), 4 (T4) and 24 h (T24); we also established control samples (C4 and C24). Then, we measured the total alkaloid content of the PLBs and performed transcriptome sequencing using the Illumina HiSeq 2,500 system. The total alkaloid content increased significantly after 4 h of treatment. Go and KEGG analysis suggested that genes from the TIA, isoquinoline alkaloid, tropane alkaloid and jasmonate (JA) biosynthetic pathways were significantly enriched. Weighted gene coexpression network analysis (WGCNA) uncovered brown module related to alkaloid content. Six and seven genes related to alkaloid and JA bisosynthetic pathways, respectively, might encode the key enzymes involved in alkaloid biosynthesis of D. officinale. Moreover, 13 transcription factors (TFs), which mostly belong to AP2/ERF, WRKY, and MYB gene families, were predicted to regulate alkaloid biosynthesis. Our data provide insight for studying the regulatory mechanism underlying TIA precursor and MeJA-induced accumulation of three types of alkaloids in D. officinale.
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Affiliation(s)
- Chunyan Jiao
- School of Life Sciences, Anhui Agricultural University, Hefei, China
- College of Life Sciences, Hefei Normal University, Hefei, China
| | - Mengke Wei
- College of Life Sciences, Hefei Normal University, Hefei, China
| | - Honghong Fan
- School of Life Sciences, Anhui Agricultural University, Hefei, China
| | - Cheng Song
- College of Biological and Pharmaceutical Engineering, West Anhui University, Luan, China
| | - Zhanjun Wang
- College of Life Sciences, Hefei Normal University, Hefei, China
- State Key Laboratory of Utilization of Woody Oil Resource, Hunan Academy of Forestry, Changsha, China
| | - Yongping Cai
- School of Life Sciences, Anhui Agricultural University, Hefei, China
| | - Qing Jin
- School of Life Sciences, Anhui Agricultural University, Hefei, China
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Mo Z, Duan L, Pu Y, Tian Z, Ke Y, Luo W, Pi K, Huang Y, Nie Q, Liu R. Proteomics and Co-expression Network Analysis Reveal the Importance of Hub Proteins and Metabolic Pathways in Nicotine Synthesis and Accumulation in Tobacco ( Nicotiana tabacum L.). FRONTIERS IN PLANT SCIENCE 2022; 13:860455. [PMID: 35574122 PMCID: PMC9096834 DOI: 10.3389/fpls.2022.860455] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 03/24/2022] [Indexed: 05/31/2023]
Abstract
Nicotine is a unique alkaloid present in tobacco that is widely used in cigarettes and in the agricultural, chemical, and pharmaceutical industries. However, the research on nicotine is mostly limited to its synthesis pathways, and only a few studies have explored the effects of other metabolic pathways on nicotine precursors. Regulating the nicotine content in tobacco can greatly promoting the application of nicotine in other fields. In this study, we performed global data-independent acquisition proteomics analysis of four tobacco varieties. Of the four varieties, one had high nicotine content and three had a low nicotine content. A total of 31,259 distinct peptides and 6,018 proteins across two samples were identified. A total of 45 differentially expressed proteins (DEPs) co-existed in the three comparison groups and were mainly involved in the transport and metallic processes of the substances. Most DEPs were enriched in the biosynthesis of secondary metals, glutathione metabolism, carbon metabolism, and glycolysis/gluconeogenesis. In addition, the weighted gene co-expression network analysis identified an expression module closely related to the nicotine content (Brown, r = 0.74, P = 0.006). Gene Ontology annotation and Kyoto Encyclopaedia of Genes and Genomes enrichment analysis showed that the module proteins were mainly involved in the synthesis and metabolism of nicotine precursors such as arginine, ornithine aspartate, proline, and glutathione. The increased levels of these precursors lead to the synthesis and accumulation of nicotine in plants. More importantly, these proteins regulate nicotine synthesis by affecting the formation of putrescine, which is the core intermediate product in nicotine anabolism. Our results provide a reference for tobacco variety selection with a suitable nicotine content and regulation of the nicotine content. Additionally, the results highlight the importance of other precursor metabolism in nicotine synthesis.
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Affiliation(s)
- Zejun Mo
- College of Agriculture, Guizhou University, Guiyang, China
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
| | - Lili Duan
- College of Agriculture, Guizhou University, Guiyang, China
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
| | - Yuanyuan Pu
- College of Agriculture, Guizhou University, Guiyang, China
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
| | - Zonglin Tian
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
| | - Yuzhou Ke
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
| | - Wen Luo
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
| | - Kai Pi
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
| | - Ying Huang
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
| | - Qiong Nie
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
| | - Renxiang Liu
- Key Laboratory of Tobacco Quality in Guizhou Province, Guiyang, China
- College of Tobacco, Guizhou University, Guiyang, China
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