1
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Lang J, Ramos SE, Smohunova M, Bigler L, Schuman MC. Screening of leaf extraction and storage conditions for eco-metabolomics studies. PLANT DIRECT 2024; 8:e578. [PMID: 38601948 PMCID: PMC11004900 DOI: 10.1002/pld3.578] [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: 06/28/2023] [Revised: 02/16/2024] [Accepted: 02/24/2024] [Indexed: 04/12/2024]
Abstract
Mass spectrometry-based plant metabolomics is frequently used to identify novel natural products or study the effect of specific treatments on a plant's metabolism. Reliable sample handling is required to avoid artifacts, which is why most protocols mandate shock freezing of plant tissue in liquid nitrogen and an uninterrupted cooling chain. However, the logistical challenges of this approach make it infeasible for many ecological studies. Especially for research in the tropics, permanent cooling poses a challenge, which is why many of those studies use dried leaf tissue instead. We screened a total of 10 extraction and storage approaches for plant metabolites extracted from maize leaf tissue across two cropping seasons to develop a methodology for agroecological studies in logistically challenging tropical locations. All methods were evaluated based on changes in the metabolite profile across a 2-month storage period at different temperatures with the goal of reproducing the metabolite profile of the living plant as closely as possible. We show that our newly developed on-site liquid-liquid extraction protocol provides a good compromise between sample replicability, extraction efficiency, material logistics, and metabolite profile stability. We further discuss alternative methods which showed promising results and feasibility of on-site sample handling for field studies.
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Affiliation(s)
- Jakob Lang
- Department of GeographyUniversity of ZurichZurichSwitzerland
- Department of ChemistryUniversity of ZurichZurichSwitzerland
| | - Sergio E. Ramos
- Department of GeographyUniversity of ZurichZurichSwitzerland
- Department of ChemistryUniversity of ZurichZurichSwitzerland
| | - Marharyta Smohunova
- Department of GeographyUniversity of ZurichZurichSwitzerland
- Department of ChemistryUniversity of ZurichZurichSwitzerland
| | - Laurent Bigler
- Department of ChemistryUniversity of ZurichZurichSwitzerland
| | - Meredith C. Schuman
- Department of GeographyUniversity of ZurichZurichSwitzerland
- Department of ChemistryUniversity of ZurichZurichSwitzerland
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2
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Xie W, Hao Z, Zhou J, Fu W, Guo L, Zhang X, Chen B. Integrated transcriptomics and metabolomics reveal specific phenolic and flavonoid accumulation in licorice (Glycyrrhiza uralensis Fisch.) induced by arbuscular mycorrhiza symbiosis under drought stress. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 205:108173. [PMID: 37984021 DOI: 10.1016/j.plaphy.2023.108173] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 10/24/2023] [Accepted: 11/06/2023] [Indexed: 11/22/2023]
Abstract
Arbuscular mycorrhizal (AM) symbiosis can strengthen plant defense against abiotic stress, such as drought, through multiple mechanisms; however, the specialized chemical defenses induced by AM symbiosis are largely unknown. In a pot experiment, licorice (Glycyrrhiza uralensis Fisch.) inoculated with and without arbuscular mycorrhizal fungus Rhizophagus irregularis Schenck & Smith were grown under well-watered or water deficit conditions. Transcriptomic and metabolomic analyses were combined to investigate licorice root specialized metabolism induced by AM symbiosis under drought stress. Results showed that mycorrhizal plants had few dead leaves, less biomass reduction, and less differentially expressed genes and metabolite features in response to drought compared with nonmycorrhizal plants. Transcriptomic and metabolomic data revealed that mycorrhizal roots generally accumulated lignin regardless of the water regime; however, the expression of genes involved in lignin biosynthesis was significantly downregulated by drought stress in mycorrhizal plants. By contrast, AM inoculation significantly decreased specialized metabolites accumulation, including phenolics and flavonoids under well-watered conditions, whereas these decreases turned to be nonsignificant under drought stress. Moreover, these specific phenolics and flavonoids showed significant drought-induced accumulation pattern in mycorrhizal roots. These results highlight that accumulation of specific root phenolics and flavonoids may support the drought tolerance of mycorrhizal plants.
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Affiliation(s)
- Wei Xie
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zhipeng Hao
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China.
| | - Jun Zhou
- Chrono-Environment UMR6249, CNRS, Université Bourgogne Franche-Comté, F-25000, Besançon, France
| | - Wei Fu
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Lanping Guo
- State Key Laboratory Breeding Base of Dao-di Herbs, National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Xin Zhang
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China
| | - Baodong Chen
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; University of Chinese Academy of Sciences, Beijing, 100049, China
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3
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Walker TWN, Schrodt F, Allard PM, Defossez E, Jassey VEJ, Schuman MC, Alexander JM, Baines O, Baldy V, Bardgett RD, Capdevila P, Coley PD, van Dam NM, David B, Descombes P, Endara MJ, Fernandez C, Forrister D, Gargallo-Garriga A, Glauser G, Marr S, Neumann S, Pellissier L, Peters K, Rasmann S, Roessner U, Salguero-Gómez R, Sardans J, Weckwerth W, Wolfender JL, Peñuelas J. Leaf metabolic traits reveal hidden dimensions of plant form and function. SCIENCE ADVANCES 2023; 9:eadi4029. [PMID: 37647404 PMCID: PMC10468135 DOI: 10.1126/sciadv.adi4029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/28/2023] [Indexed: 09/01/2023]
Abstract
The metabolome is the biochemical basis of plant form and function, but we know little about its macroecological variation across the plant kingdom. Here, we used the plant functional trait concept to interpret leaf metabolome variation among 457 tropical and 339 temperate plant species. Distilling metabolite chemistry into five metabolic functional traits reveals that plants vary on two major axes of leaf metabolic specialization-a leaf chemical defense spectrum and an expression of leaf longevity. Axes are similar for tropical and temperate species, with many trait combinations being viable. However, metabolic traits vary orthogonally to life-history strategies described by widely used functional traits. The metabolome thus expands the functional trait concept by providing additional axes of metabolic specialization for examining plant form and function.
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Affiliation(s)
- Tom W. N. Walker
- Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland
- Department of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland
| | - Franziska Schrodt
- School of Geography, University of Nottingham, Nottingham NG7 2RD, UK
| | - Pierre-Marie Allard
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland
- School of Pharmaceutical Sciences, University of Geneva, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland
| | - Emmanuel Defossez
- Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland
| | - Vincent E. J. Jassey
- Laboratoire d’Ecologie Fonctionnelle et Environnement, Université de Toulouse, CNRS, 31062 Toulouse, France
| | - Meredith C. Schuman
- Departments of Geography and Chemistry, University of Zurich, 8057 Zurich, Switzerland
| | - Jake M. Alexander
- Department of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland
| | - Oliver Baines
- School of Geography, University of Nottingham, Nottingham NG7 2RD, UK
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, 8000 Aarhus, Denmark
| | - Virginie Baldy
- Aix Marseille Université, Avignon Université, CNRS, IRD, IMBE, Marseille, France
| | - Richard D. Bardgett
- Department of Earth and Environmental Sciences, The University of Manchester, Manchester M13 9PT, UK
| | - Pol Capdevila
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona 08028, Spain
- Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Barcelona 08028, Spain
| | - Phyllis D. Coley
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Nicole M. van Dam
- Leibniz Institute of Vegetable and Ornamental crops (IGZ), 14979 Großbeeren, Germany
- Institute of Biodiversity, Friedrich Schiller University Jena, 07743 Jena, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
| | - Bruno David
- Green Mission Pierre Fabre, Institut de Recherche Pierre Fabre, 31562 Toulouse, France
| | - Patrice Descombes
- Department of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland
- Ecosystems and Landscape Evolution, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), 8903 Birmensdorf, Switzerland
- Musée et Jardins botaniques cantonaux, 1007 Lausanne, Switzerland
| | - María-José Endara
- Medio Ambiente y Salud (BIOMAS), Facultad de Ingenierías y Ciencias Aplicadas, Universidad de Las Américas, 170124 Quito, Ecuador
| | - Catherine Fernandez
- Aix Marseille Université, Avignon Université, CNRS, IRD, IMBE, Marseille, France
| | - Dale Forrister
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Albert Gargallo-Garriga
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08193 Bellaterra, Catalonia, Spain
- CREAF, 08193 Cerdanyola del Vallès, Catalonia, Spain
- Global Change Research Institute, Czech Academy of Sciences, 603 00 Brno, Czech Republic
| | - Gaëtan Glauser
- Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland
| | - Sue Marr
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
- Leibniz Institute of Plant Biochemistry, Bioinformatics and Scientific Data, 06120 Halle, Germany
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle Wittenberg, 06108 Halle, Germany
| | - Steffen Neumann
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
- Leibniz Institute of Plant Biochemistry, Bioinformatics and Scientific Data, 06120 Halle, Germany
| | - Loïc Pellissier
- Department of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland
- Ecosystems and Landscape Evolution, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), 8903 Birmensdorf, Switzerland
| | - Kristian Peters
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
- Leibniz Institute of Plant Biochemistry, Bioinformatics and Scientific Data, 06120 Halle, Germany
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle Wittenberg, 06108 Halle, Germany
| | - Sergio Rasmann
- Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland
| | - Ute Roessner
- Research School of Biology, The Australian National University, 2601 Acton, Australia
| | | | - Jordi Sardans
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08193 Bellaterra, Catalonia, Spain
- CREAF, 08193 Cerdanyola del Vallès, Catalonia, Spain
| | - Wolfram Weckwerth
- Molecular Systems Biology, Department of Functional and Evolutionary Ecology, 1010 University of Vienna, Vienna, Austria
- Vienna Metabolomics Center, 1010 University of Vienna, Vienna, Austria
| | - Jean-Luc Wolfender
- School of Pharmaceutical Sciences, University of Geneva, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland
| | - Josep Peñuelas
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08193 Bellaterra, Catalonia, Spain
- CREAF, 08193 Cerdanyola del Vallès, Catalonia, Spain
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4
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Jeong E, Kim W, Son S, Yang S, Gwon D, Hong J, Cho Y, Jang CY, Steinegger M, Lim YW, Kang KB. Qualitative metabolomics-based characterization of a phenolic UDP-xylosyltransferase with a broad substrate spectrum from Lentinus brumalis. Proc Natl Acad Sci U S A 2023; 120:e2301007120. [PMID: 37399371 PMCID: PMC10334773 DOI: 10.1073/pnas.2301007120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 06/06/2023] [Indexed: 07/05/2023] Open
Abstract
Wood-decaying fungi are the major decomposers of plant litter. Heavy sequencing efforts on genomes of wood-decaying fungi have recently been made due to the interest in their lignocellulolytic enzymes; however, most parts of their proteomes remain uncharted. We hypothesized that wood-decaying fungi would possess promiscuous enzymes for detoxifying antifungal phytochemicals remaining in the dead plant bodies, which can be useful biocatalysts. We designed a computational mass spectrometry-based untargeted metabolomics pipeline for the phenotyping of biotransformation and applied it to 264 fungal cultures supplemented with antifungal plant phenolics. The analysis identified the occurrence of diverse reactivities by the tested fungal species. Among those, we focused on O-xylosylation of multiple phenolics by one of the species tested, Lentinus brumalis. By integrating the metabolic phenotyping results with publicly available genome sequences and transcriptome analysis, a UDP-glycosyltransferase designated UGT66A1 was identified and validated as an enzyme catalyzing O-xylosylation with broad substrate specificity. We anticipate that our analytical workflow will accelerate the further characterization of fungal enzymes as promising biocatalysts.
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Affiliation(s)
- Eunah Jeong
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
- Research Institute of Pharmaceutical Sciences and Muscle Physiome Research Center, Sookmyung Women’s University, Seoul04310, Korea
| | - Wonyong Kim
- Korean Lichen Research Institute, Sunchon National University, Suncheon57922, Korea
| | - Seungju Son
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
| | - Sungyeon Yang
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
| | - Dasom Gwon
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
- Research Institute of Pharmaceutical Sciences and Muscle Physiome Research Center, Sookmyung Women’s University, Seoul04310, Korea
| | - Jihee Hong
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
- Research Institute of Pharmaceutical Sciences and Muscle Physiome Research Center, Sookmyung Women’s University, Seoul04310, Korea
| | - Yoonhee Cho
- School of Biological Sciences, Seoul National University, Seoul08826, Korea
| | - Chang-Young Jang
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
- Research Institute of Pharmaceutical Sciences and Muscle Physiome Research Center, Sookmyung Women’s University, Seoul04310, Korea
| | - Martin Steinegger
- School of Biological Sciences, Seoul National University, Seoul08826, Korea
- Artificial Intelligence Institute, Seoul National University, Seoul08826, Korea
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul08826, Korea
| | - Young Woon Lim
- School of Biological Sciences, Seoul National University, Seoul08826, Korea
- Institute of Microbiology, Seoul National University, Seoul08826, Korea
| | - Kyo Bin Kang
- College of Pharmacy, Sookmyung Women’s University, Seoul04310, Korea
- Research Institute of Pharmaceutical Sciences and Muscle Physiome Research Center, Sookmyung Women’s University, Seoul04310, Korea
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5
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Obermeier C, Mason AS, Meiners T, Petschenka G, Rostás M, Will T, Wittkop B, Austel N. Perspectives for integrated insect pest protection in oilseed rape breeding. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:3917-3946. [PMID: 35294574 PMCID: PMC9729155 DOI: 10.1007/s00122-022-04074-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 03/01/2022] [Indexed: 05/02/2023]
Abstract
In the past, breeding for incorporation of insect pest resistance or tolerance into cultivars for use in integrated pest management schemes in oilseed rape/canola (Brassica napus) production has hardly ever been approached. This has been largely due to the broad availability of insecticides and the complexity of dealing with high-throughput phenotyping of insect performance and plant damage parameters. However, recent changes in the political framework in many countries demand future sustainable crop protection which makes breeding approaches for crop protection as a measure for pest insect control attractive again. At the same time, new camera-based tracking technologies, new knowledge-based genomic technologies and new scientific insights into the ecology of insect-Brassica interactions are becoming available. Here we discuss and prioritise promising breeding strategies and direct and indirect breeding targets, and their time-perspective for future realisation in integrated insect pest protection of oilseed rape. In conclusion, researchers and oilseed rape breeders can nowadays benefit from an array of new technologies which in combination will accelerate the development of improved oilseed rape cultivars with multiple insect pest resistances/tolerances in the near future.
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Affiliation(s)
- Christian Obermeier
- Department of Plant Breeding, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany.
| | - Annaliese S Mason
- Plant Breeding Department, University of Bonn, Katzenburgweg 5, 53115, Bonn, Germany
| | - Torsten Meiners
- Institute for Ecological Chemistry, Plant Analysis and Stored Product Protection, Julius Kühn Institute, Koenigin-Luise-Str. 19, 14195, Berlin, Germany
| | - Georg Petschenka
- Department of Applied Entomology, University of Hohenheim, Otto-Sander-Straße 5, 70599, Stuttgart, Germany
| | - Michael Rostás
- Division of Agricultural Entomology, University of Göttingen, Grisebachstr. 6, 37077, Göttingen, Germany
| | - Torsten Will
- Insitute for Resistance Research and Stress Tolerance, Julius Kühn Insitute, Erwin-Baur-Str. 27, 06484, Quedlinburg, Germany
| | - Benjamin Wittkop
- Department of Plant Breeding, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
| | - Nadine Austel
- Institute for Ecological Chemistry, Plant Analysis and Stored Product Protection, Julius Kühn Institute, Koenigin-Luise-Str. 19, 14195, Berlin, Germany
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6
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van Dijk LJA, Regazzoni EDE, Albrectsen BR, Ehrlén J, Abdelfattah A, Stenlund H, Pawlowski K, Tack AJM. Single, but not dual, attack by a biotrophic pathogen and a sap-sucking insect affects the oak leaf metabolome. FRONTIERS IN PLANT SCIENCE 2022; 13:897186. [PMID: 35991442 PMCID: PMC9381920 DOI: 10.3389/fpls.2022.897186] [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: 03/15/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
Plants interact with a multitude of microorganisms and insects, both below- and above ground, which might influence plant metabolism. Despite this, we lack knowledge of the impact of natural soil communities and multiple aboveground attackers on the metabolic responses of plants, and whether plant metabolic responses to single attack can predict responses to dual attack. We used untargeted metabolic fingerprinting (gas chromatography-mass spectrometry, GC-MS) on leaves of the pedunculate oak, Quercus robur, to assess the metabolic response to different soil microbiomes and aboveground single and dual attack by oak powdery mildew (Erysiphe alphitoides) and the common oak aphid (Tuberculatus annulatus). Distinct soil microbiomes were not associated with differences in the metabolic profile of oak seedling leaves. Single attacks by aphids or mildew had pronounced but different effects on the oak leaf metabolome, but we detected no difference between the metabolomes of healthy seedlings and seedlings attacked by both aphids and powdery mildew. Our findings show that aboveground attackers can have species-specific and non-additive effects on the leaf metabolome of oak. The lack of a metabolic signature detected by GC-MS upon dual attack might suggest the existence of a potential negative feedback, and highlights the importance of considering the impacts of multiple attackers to gain mechanistic insights into the ecology and evolution of species interactions and the structure of plant-associated communities, as well as for the development of sustainable strategies to control agricultural pests and diseases and plant breeding.
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Affiliation(s)
- Laura J. A. van Dijk
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Emilia D. E. Regazzoni
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | | | - Johan Ehrlén
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Ahmed Abdelfattah
- Institute of Environmental Biotechnology, Graz University of Technology, Graz, Austria
| | - Hans Stenlund
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå University, Umeå, Sweden
| | - Katharina Pawlowski
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Ayco J. M. Tack
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
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7
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Li J, Baldwin IT, Li D. Harmonizing biosynthesis with post-ingestive modifications to understand the ecological functions of plant natural products. Nat Prod Rep 2022; 39:1383-1392. [PMID: 35575224 PMCID: PMC9298679 DOI: 10.1039/d2np00019a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Indexed: 11/21/2022]
Abstract
Covering: up to 2022The recent dramatic advances in our understanding of the biosynthetic pathways that produce diverse bouquets of plant-derived natural products have far surpassed our understanding of the function of these compounds for plants: how they influence a plant's Darwinian fitness in nature. Our understanding of their mechanisms, the life-processes targeted by these compounds, is similarly poorly resolved. Many plant specialized metabolites (PSMs) are further modified after ingestion by herbivores, and these post-ingestive modifications are frequently essential for PSM function. Here we summarize the biosynthesis and functional mechanisms of 17-hydroxygeranyllinalool diterpene glycosides in the ecological model plant Nicotiana attenuata, and summarize the post-ingestive modifications known from other two-component PSMs. We propose that parallel comparisons of plant natural product biosynthetic pathways and insect post-ingestive metabolism of the same plant tissues ("frassomics") will facilitate the often-elusive identification of the molecular targets of these effective chemical defenses, contribute to elucidations of post-ingestive metabolite interactions in insect guts, and predicate the rapid evolutions of resistance against insecticides inspired by PSMs. We highlight the value of conducting these parallel investigations at the level of the entire metabolome so as to include the multiple interacting pathways in both natural product biosynthesis as well as their post-ingestive processing. We introduce the concept of frass metabolite QTL (fmQTL) analysis that integrates powerful forward genetic approaches with frassomics, and suggest that insect-guided high-throughput forward- and reverse-genetics approaches in natural habitats will advance our understanding of PSM biosynthesis and function.
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Affiliation(s)
- Jiancai Li
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, China.
| | - Ian T Baldwin
- Max Planck Institute for Chemical Ecology, Department of Molecular Ecology, 07745 Jena, Germany.
| | - Dapeng Li
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, CAS-JIC Center of Excellence for Plant and Microbial Sciences (CEPAMS), Shanghai, China.
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