RESUMO
The nonprotein amino acid γ-aminobutyric acid (GABA) is the most abundant amino acid in the tomato (Solanum lycopersicum) leaf apoplast and is synthesized by Arabidopsis thaliana in response to infection by the bacterial pathogen Pseudomonas syringae pv. tomato DC3000 (hereafter called DC3000). High levels of exogenous GABA have previously been shown to repress the expression of the type III secretion system (T3SS) in DC3000, resulting in reduced elicitation of the hypersensitive response (HR) in the nonhost plant tobacco (Nicotiana tabacum). This study demonstrates that the GABA permease GabP provides the primary mechanism for GABA uptake by DC3000 and that the gabP deletion mutant ΔgabP is insensitive to GABA-mediated repression of T3SS expression. ΔgabP displayed an enhanced ability to elicit the HR in young tobacco leaves and in tobacco plants engineered to produce increased levels of GABA, which supports the hypothesis that GABA uptake via GabP acts to regulate T3SS expression in planta. The observation that P. syringae can be rendered insensitive to GABA through loss of gabP but that gabP is retained by this bacterium suggests that GabP is important for DC3000 in a natural setting, either for nutrition or as a mechanism for regulating gene expression. [Formula: see text] Copyright © 2016 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license .
Assuntos
Sistemas de Transporte de Aminoácidos/metabolismo , Doenças das Plantas/imunologia , Pseudomonas syringae/efeitos dos fármacos , Solanum lycopersicum/imunologia , Sistemas de Secreção Tipo III/efeitos dos fármacos , Ácido gama-Aminobutírico/farmacologia , Sistemas de Transporte de Aminoácidos/genética , Arabidopsis/imunologia , Arabidopsis/microbiologia , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Solanum lycopersicum/microbiologia , Doenças das Plantas/microbiologia , Folhas de Planta/imunologia , Folhas de Planta/microbiologia , Pseudomonas syringae/metabolismo , Pseudomonas syringae/patogenicidade , Deleção de Sequência , Nicotiana/imunologia , Nicotiana/microbiologia , VirulênciaRESUMO
Steady-state (13)C metabolic flux analysis (MFA) is currently the experimental method of choice for generating flux maps of the compartmented network of primary metabolism in heterotrophic and mixotrophic plant tissues. While statistically robust protocols for the application of steady-state MFA to plant tissues have been developed by several research groups, the implementation of the method is still far from routine. The effort required to produce a flux map is more than justified by the information that it contains about the metabolic phenotype of the system, but it remains the case that steady-state MFA is both analytically and computationally demanding. This article provides an overview of principles that underpin the implementation of steady-state MFA, focusing on the definition of the metabolic network responsible for redistribution of the label, experimental considerations relating to data collection, the modelling process that allows a set of metabolic fluxes to be deduced from the labelling data, and the interpretation of flux maps. The article draws on published studies of Arabidopsis cell cultures and other systems, including developing oilseeds, with the aim of providing practical guidance and strategies for handling the issues that arise when applying steady-state MFA to the complex metabolic networks encountered in plants.
Assuntos
Arabidopsis/citologia , Redes e Vias Metabólicas , Modelos Biológicos , Plantas/metabolismo , Arabidopsis/metabolismo , Isótopos de Carbono/análise , Compartimento Celular , Células Cultivadas , Marcação por IsótopoRESUMO
The transition from a pathway-centred view of plant metabolism to a network-wide perspective is still incomplete. Further progress in this direction requires tools to facilitate the structural description of the network on the basis of fully annotated genomes, techniques for modelling the properties of the network, and experimental methods for constraining the models and verifying their outputs. It also requires a focus on metabolic flux as the key to understanding the regulation of metabolic activity and the relationship between the inputs and outputs of the network. Progress is being made on several fronts and this Special Issue on 'Pathways and fluxes: exploring the plant metabolic network' describes current developments in the genomic reconstruction of metabolic networks, the application of flux-balance analysis to such networks, kinetic modelling, and both steady-state-and non-steady state isotope-based measurements of multiple fluxes in the network of central carbon metabolism. The papers also highlight insights that can be obtained from pathway analysis, particularly in relation to the thermodynamic and kinetic efficiency of the predicted and observed flux distributions.
Assuntos
Redes e Vias Metabólicas , Plantas/metabolismo , Carbono/metabolismo , Ciclo do Carbono , Genoma de Planta/genética , Cinética , Modelos Biológicos , Plantas/genéticaRESUMO
BACKGROUND AND AIMS: Acidification of the cytoplasm is a commonly observed response to oxygen deprivation in plant tissues that are intolerant of anoxia. The response was monitored in plant tissues with altered levels of lactate dehydrogenase (LDH) and pyruvate decarboxylase (PDC) with the aim of assessing the contribution of the targeted enzymes to cytoplasmic pH (pH(cyt)) regulation. METHODS: The pH(cyt) was measured by in vivo (31)P nuclear magnetic resonance (NMR) spectroscopy using methyl phosphonate (MeP) as a pH probe. The potential toxicity of MeP was investigated by analysing its effect on the metabolism of radiolabelled glucose. KEY RESULTS: MeP accumulated to detectable levels in the cytoplasm and vacuole of plant tissues exposed to millimolar concentrations of MeP, and the pH-dependent (31)P NMR signals provided a convenient method for measuring pH(cyt) values in tissues with poorly defined signals from the cytoplasmic inorganic phosphate pool. Pretreatment of potato (Solanum tuberosum) tuber slices with 5 mm MeP for 24 h did not affect the metabolism of [U-(14)C]glucose or the pattern of (14)CO(2) release from specifically labelled [(14)C]-substrates. Time-courses of pH(cyt) measured before, during and after an anoxic episode in potato tuber tissues with reduced activities of LDH, or in tobacco (Nicotiana tabacum) leaves with increased activities of PDC, were indistinguishable from their respective controls. CONCLUSIONS: MeP can be used as a low toxicity (31)P NMR probe for measuring intracellular pH values in plant tissues with altered levels of fermentation enzymes. The measurements on transgenic tobacco leaves suggest that the changes in pH(cyt) during an anoxic episode are not dominated by fermentation processes; while the pH changes in the potato tuber tissue with reduced LDH activity show that the affected isozymes do not influence the anoxic pH response.
Assuntos
Citoplasma/metabolismo , Fermentação , Sondas Moleculares/metabolismo , Compostos Organofosforados/metabolismo , Células Vegetais , Plantas/enzimologia , Hipóxia Celular , Concentração de Íons de Hidrogênio , L-Lactato Desidrogenase/metabolismo , Espectroscopia de Ressonância Magnética , Oxirredução , Tubérculos/enzimologia , Tubérculos/metabolismo , Plantas Geneticamente Modificadas , Piruvato Descarboxilase/metabolismo , Solanum tuberosum/enzimologia , Solanum tuberosum/genética , Nicotiana/enzimologia , Nicotiana/genética , Zea mays/metabolismoRESUMO
In higher plants ammonium (NH4+) assimilation occurs mainly through the glutamine synthetase/glutamate synthase (GS/GOGAT) pathway. Nevertheless, when plants are exposed to stress conditions, such as excess of ammonium, the contribution of alternative routes of ammonium assimilation such as glutamate dehydrogenase (GDH) and asparagine synthetase (AS) activities might serve as detoxification mechanisms. In this work, the in vivo functions of these pathways were studied after supplying an excess of ammonium to tomato (Solanum lycopersicum L. cv. Agora Hybrid F1) roots previously adapted to grow under either nitrate or ammonium nutrition. The short-term incorporation of labelled ammonium (15NH4+) into the main amino acids was determined by GC-MS in the presence or absence of methionine sulphoximine (MSX) and azaserine (AZA), inhibitors of GS and GOGAT activities, respectively. Tomato roots were able to respond rapidly to excess ammonium by enhancing ammonium assimilation regardless of the previous nutritional regime to which the plant was adapted to grow. The assimilation of 15NH4+ could take place through pathways other than GS/GOGAT, since the inhibition of GS and GOGAT did not completely impede the incorporation of the labelled nitrogen into major amino acids. The in vivo formation of Asn by AS was shown to be exclusively Gln-dependent since the root was unable to incorporate 15NH4+ directly into Asn. On the other hand, an in vivo aminating capacity was revealed for GDH, since newly labelled Glu synthesis occurred even when GS and/or GOGAT activities were inhibited. The aminating GDH activity in tomato roots responded to an excess ammonium supply independently of the previous nutritional regime to which the plant had been subjected.
Assuntos
Compostos de Amônio/metabolismo , Glutamato Desidrogenase/metabolismo , Raízes de Plantas/metabolismo , Solanum lycopersicum/metabolismo , Aminação , Compostos de Amônio/administração & dosagem , Fertilizantes , Solanum lycopersicum/efeitos dos fármacos , Solanum lycopersicum/enzimologia , Raízes de Plantas/efeitos dos fármacos , Raízes de Plantas/enzimologiaRESUMO
The response of maize (Zea mays L.) and Spartina anglica root tips to exposure to sodium chloride concentrations in the range 0 to 500 mM was investigated using 23Na and 31P nuclear magnetic resonance spectroscopy (NMR). Changes in the chemical shift of the pH-dependent 31P-NMR signals from the cytoplasmic and vacuolar orthophosphate pools were correlated with the uptake of sodium, and after allowing for a number of complicating factors we concluded that these chemical shift changes indicated the occurrence of a small cytoplasmic alkalinization (0.1-0.2 pH units) and a larger vacuolar alkalinization (0.6 pH units) in maize root tips exposed to salt concentrations greater than 200 mM. The data were interpreted in terms of the ion transport processes that may be important during salt stress, and we concluded that the vacuolar alkalinization provided evidence for the operation of a tonoplast Na+/H+-antiport with an activity that exceeded the activity of the tonoplast H+ pumps. The intracellular pH values stabilized during prolonged treatment with high salt concentrations, and this observation was linked to the recent demonstration (Y. Nakamura, K. Kasamo, N. Shimosato, M. Sakata, E. Ohta [1992] Plant Cell Physiol 33: 139-149) of the salt-induced activation of the tonoplast H+- ATPase. Sodium vanadate, an inhibitor of the plasmalemma H+- ATPase, stimulated the net uptake of sodium by maize root tips, and this was interpreted in terms of a reduction in active sodium efflux from the tissue. S. anglica root tips accumulated sodium more slowly than did maize, with no change in cytoplasmic pH and a relatively small change (0.3 pH units) in vacuolar pH, and it appears that salt tolerance in Spartina is based in part on its ability to prevent the net influx of sodium chloride.
RESUMO
Vesicular-arbuscular mycorrhizal fungi are symbionts for a large variety of crop plants; however, the form in which they take up carbon from the host is not established. To trace the course of carbon metabolism, we have used nuclear magnetic resonance spectroscopy with [13C]glucose labeling in vivo and in extracts to examine leek (Allium porrum) roots colonized by Glomus etunicatum (and uncolonized controls) as well as germinating spores. These studies implicate glucose as a likely substrate for vesicular-arbuscular mycorrhizal fungi in the symbiotic state. Root feeding of 0.6 mM 1-[13C]glucose labeled only the fungal metabolites trehalose and glycogen. The time course of this labeling was dependent on the status of the host. Incubation with 50 mM 1-[13C]glucose caused labeling of sucrose (in addition to fungal metabolites) with twice as much labeling in uncolonized plants. There was no detectable scrambling of the label from C1 glucose to the C6 position of glucose moieties in trehalose or glycogen. Labeling of mannitol C1,6 in the colonized root tissue was much less than in axenically germinating spores. Thus, carbohydrate metabolism of host and fungus are significantly altered in the symbiotic state.
RESUMO
In vivo 15N NMR spectroscopy was used to monitor the assimilation of ammonium by cell-suspension cultures of carrot (Daucus carota L. cv Chantenay). The cell suspensions were supplied with oxygen in the form of either pure oxygen ("oxygenated cells") or air ("aerated cells"). In contrast to oxygenated cells, in which ammonium assimilation had no effect on cytoplasmic pH, ammonium assimilation by aerated cells caused a decrease in cytoplasmic pH of almost 0.2 pH unit. This led to a change in nitrogen metabolism resulting in the accumulation of [gamma]-aminobutyric acid. The metabolic effect of the reduced oxygen supply under aerated conditions could be mimicked by artificially decreasing the cytoplasmic pH of oxygenated cells and was abolished by increasing the cytoplasmic pH of aerated cells. The activity of glutamate decarboxylase increased as the cytoplasmic pH declined and decreased as the pH recovered. These findings are consistent with a role for the decarboxylation of glutamate, a proton-consuming reaction, in the short-term regulation of cytoplasmic pH, and they demonstrate that cytoplasmic pH influences the pathways of intermediary nitrogen metabolism.
RESUMO
13 C nuclear magnetic resonance (NMR) spectroscopy was applied to the lichen Xanthoria calcicola Oxner. The in vivo spectra were poorly resolved and although the line-broadening effect of variations in the bulk magnetic susceptibility could be eliminated by spinning the sample at the magic angle, the spectra were still relatively Uninformative in comparison with the spectra of methanol extracts of the tissue. The synthesis of ribitol by the algal symbiont and its subsequent metabolism to mannitol by the fungus was followed using pulse-chase experiments. The fine structure in the spectra provided support for the role of the pentose phosphate pathway in the conversion of ribitol to mannitol. Preliminary experiments, in which the conditions of the pulse-chase experiment were altered, showed that the incorporation of 13 C into mannitol was reduced at a lower temperature, and in thalli of low moisture content, and was abolished by darkness.
RESUMO
Flux measurements through metabolic pathways generate insights into the integration of metabolism, and there is increasing interest in using such measurements to quantify the metabolic effects of mutation and genetic manipulation. Isotope labelling provides a powerful approach for measuring metabolic fluxes, and it gives rise to several distinct methods based on either dynamic or steady-state experiments. We discuss the application of these methods to photosynthetic and non-photosynthetic plant tissues, and we illustrate the different approaches with an analysis of the pathways interconverting hexose phosphates and triose phosphates. The complicating effects of the pentose phosphate pathway and the problems arising from the extensive compartmentation of plant cell metabolism are considered. The non-trivial nature of the analysis is emphasised by reference to invalid deductions in earlier work. It is concluded that steady-state isotopic labelling experiments can provide important information on the fluxes through primary metabolism in plants, and that the combination of stable isotope labelling with detection by nuclear magnetic resonance is particularly informative.
Assuntos
Biotecnologia/métodos , Metabolismo dos Carboidratos , Carboidratos/análise , Espectroscopia de Ressonância Magnética/métodos , Plantas/metabolismo , Compartimento Celular/fisiologia , Citosol/metabolismo , Genes de Plantas/fisiologia , Glucose/metabolismo , Hexosefosfatos/metabolismo , Modelos Químicos , Via de Pentose Fosfato/fisiologia , Plantas/química , Plantas/genética , Plastídeos/metabolismo , Trioses/metabolismoRESUMO
Chamaegigas intrepidus Dinter is a poikilohydric aquatic plant that lives in rock pools on granite outcrops in central Namibia. The pools are filled with water only intermittently during the wet season, and the plants may pass through up to 20 rehydration/dehydration cycles during the summer rains. The potential nitrogen sources for the rehydrated plants are ammonium, which is only present at 10-20 µM, amino acids, particularly glycine, and urea, which is generally present at 20-30 µM. We show that urea can be utilised by plants in the field through the presence of urease in the sediments of the rock pools. Urease activity is higher in non-submerged than in submerged sediments, and it can survive 6 months of complete dryness at temperatures up to 60°C. Experiments with [14C]urea under laboratory conditions show that the roots of C. intrepidus are unable to take up urea; while 15N-nuclear magnetic resonance experiments show that [15N]urea is only metabolised to labelled glutamine and glutamate after ammonium has been released by the action of urease. Thus urease plays a vital role in allowing urea to be utilised as a major N source in this nutrient-limited aquatic ecosystem.
RESUMO
High-resolution 31P nuclear-magnetic-resonance (NMR) spectra are reported for oil-palm (Elaeis guineensis) cells in suspension culture. The spectra are a significant improvement on the results that have appeared for other cultures and they are comparable with the spectra of the meristematic tissue in seedling roots. The NMR technique was used in parallel with other analytical methods to investigate the growth characteristics of the suspension culture, including the effect of 2,4-dichlorophenoxyacetic acid.
Assuntos
Desenvolvimento Vegetal , Ácido 2,4-Diclorofenoxiacético/farmacologia , Técnicas de Cultura , Citoplasma/efeitos dos fármacos , Espectroscopia de Ressonância Magnética , Fósforo/metabolismo , Plantas/metabolismoAssuntos
Espectroscopia de Ressonância Magnética , Animais , Bactérias/metabolismo , Transporte Biológico , Fenômenos Químicos , Química , Enzimas/metabolismo , Cinética , Fígado/metabolismo , Espectroscopia de Ressonância Magnética/métodos , Músculos/metabolismo , Proteínas/metabolismo , TermodinâmicaRESUMO
Fluxes through metabolic networks are crucial for cell function, and a knowledge of these fluxes is essential for understanding and manipulating metabolic phenotypes. Labeling provides the key to flux measurement, and in network flux analysis the measurement of multiple fluxes allows a flux map to be superimposed on the metabolic network. The principles and practice of two complementary methods, dynamic and steady-state labeling, are described, emphasizing best practice and illustrating their contribution to network flux analysis with examples taken from the plant and microbial literature. The principal analytical methods for the detection of stable isotopes are also described, as well as the procedures for obtaining flux maps from labeling data. A series of boxes summarizing the key concepts of network flux analysis is provided for convenience.
Assuntos
Plantas/metabolismo , Cromatografia Gasosa , Espectroscopia de Ressonância MagnéticaRESUMO
Tubers of Potamogeton pectinatus L., an aquatic pondweed, over-winter in the anoxic sediments of rivers, lakes and marshes. Growth of the pre-formed shoot that emerges from the tuber is remarkably tolerant to anoxia, with elongation of the stem occurring faster when oxygen is absent. This response, which allows the shoot to reach oxygenated waters, occurs despite a 69-81% reduction in the rate of ATP production, and it is underpinned by several physiological and metabolic adaptations that contribute to efficient energy usage. First, extension of the pre-formed shoot is the result of cell expansion, without the accumulation of new cellular material. Secondly, after over-wintering, the tuber and pre-formed shoot have the enzymes necessary for a rapid fermentative response at the onset of growth under anoxia. Thirdly, the incorporation of [(35)S]methionine into protein is greatly reduced under anoxia. The majority of the anoxically synthesized proteins differ from those in aerobically grown tissue, implying an extensive redirection of protein synthesis under anoxia. Finally, anoxia-induced cytoplasmic acidosis is prevented to an unprecedented degree. The adaptations of this anoxia-tolerant plant tissue emphasize the importance of the mechanisms that balance ATP production and consumption in the absence of oxygen.
Assuntos
Potamogetonaceae/crescimento & desenvolvimento , Potamogetonaceae/fisiologia , Adaptação Fisiológica , Trifosfato de Adenosina/biossíntese , Aerobiose , Anaerobiose , Ecossistema , Água Doce , Concentração de Íons de Hidrogênio , Cinética , Modelos Biológicos , Oxigênio/metabolismo , Proteínas de Plantas/metabolismo , Caules de Planta/crescimento & desenvolvimento , Caules de Planta/fisiologia , Amido/metabolismoRESUMO
The ameliorating effect of nitrate on the acidification of the cytoplasm during short-term anoxia was investigated in maize (Zea mays) root segments. Seedlings were grown in the presence or absence of nitrate, and changes in the cytoplasmic and vacuolar pH in response to the imposition of anoxia were measured by in vivo (31)P nuclear magnetic resonance spectroscopy. Soluble ions and metabolites released to the suspending medium by the anoxic root segments were measured by high-performance liquid chromatography and (1)H nuclear magnetic resonance spectroscopy, and volatile metabolites were measured by gas chromatography and gas chromatography-mass spectrometry. The beneficial effect of nitrate on cytoplasmic pH regulation under anoxia occurred despite limited metabolism of nitrate under anoxia, and modest effects on the ions and metabolites, including fermentation end products, released from the anoxic root segments. Interestingly, exposing roots grown and treated in the absence of nitrate to micromolar levels of nitrite during anoxia had a beneficial effect on the cytoplasmic pH that was comparable to the effect observed for roots grown and treated in the presence of nitrate. It is argued that nitrate itself is not directly responsible for improved pH regulation under anoxia, contrary to the usual assumption, and that nitrite rather than nitrate should be the focus for further work on the beneficial effect of nitrate on flooding tolerance.
Assuntos
Hipóxia Celular/efeitos dos fármacos , Citoplasma/efeitos dos fármacos , Nitratos/farmacologia , Zea mays/efeitos dos fármacos , Metabolismo dos Carboidratos/efeitos dos fármacos , Carbono/metabolismo , Cromatografia Líquida de Alta Pressão , Citoplasma/química , Concentração de Íons de Hidrogênio , Transporte de Íons/efeitos dos fármacos , Nitratos/metabolismo , Raízes de Plantas/citologia , Raízes de Plantas/efeitos dos fármacos , Raízes de Plantas/metabolismo , Vacúolos/química , Vacúolos/efeitos dos fármacos , Zea mays/citologia , Zea mays/metabolismoRESUMO
The analysis of primary and secondary nitrogen metabolism in plants by nuclear magnetic resonance (NMR) spectroscopy is comprehensively reviewed. NMR is a versatile analytical tool, and the combined use of (1)H, (2)H, (13)C, (14)N and (15)N NMR allows detailed investigation of the acquisition, assimilation and metabolism of nitrogen. The analysis of tissue extracts can be complemented by the in vivo NMR analysis of functioning tissues and cell suspensions, and by the application of solid state NMR techniques. Moreover stable isotope labelling with (2)H-, (13)C- and (15)N-labelled precursors provides direct insight into specific pathways, with the option of both time-course and steady state analysis increasing the potential value of the approach. The scope of the NMR method, and its contribution to studies of plant nitrogen metabolism, are illustrated with a wide range of examples. These include studies of the GS/GOGAT pathway of ammonium assimilation, investigations of the metabolism of glutamate, glycine and other amino acids, and applications to tropane alkaloid metabolism. The continuing development of the NMR technique, together with potential applications in the emerging fields of metabolomics and metabolic flux analysis, leads to the conclusion that NMR will play an increasingly valuable role in the analysis of plant nitrogen metabolism.
Assuntos
Espectroscopia de Ressonância Magnética/métodos , Nitrogênio/metabolismo , Plantas/metabolismo , Isótopos de Carbono , Deutério , Isótopos de NitrogênioRESUMO
Assessing the performance of the plant metabolic network, with its varied biosynthetic capacity and its characteristic subcellular compartmentation, remains a considerable challenge. The complexity of the network is such that it is not yet possible to build large-scale predictive models of the fluxes it supports, whether on the basis of genomic and gene expression analysis or on the basis of more traditional measurements of metabolites and their interconversions. This limits the agronomic and biotechnological exploitation of plant metabolism, and it undermines the important objective of establishing a rational metabolic engineering strategy. Metabolic analysis is central to removing this obstacle and currently there is particular interest in harnessing high-throughput and/or large-scale analyses to the task of defining metabolic phenotypes. Nuclear magnetic resonance (NMR) spectroscopy contributes to this objective by providing a versatile suite of analytical techniques for the detection of metabolites and the fluxes between them. The principles that underpin the analysis of plant metabolism by NMR are described, including a discussion of the measurement options for the detection of metabolites in vivo and in vitro, and a description of the stable isotope labelling experiments that provide the basis for metabolic flux analysis. Despite a relatively low sensitivity, NMR is suitable for high-throughput system-wide analyses of the metabolome, providing methods for both metabolite fingerprinting and metabolite profiling, and in these areas NMR can contribute to the definition of plant metabolic phenotypes that are based on metabolic composition. NMR can also be used to investigate the operation of plant metabolic networks. Labelling experiments provide information on the operation of specific pathways within the network, and the quantitative analysis of steady-state labelling experiments leads to the definition of large-scale flux maps for heterotrophic carbon metabolism. These maps define multiple unidirectional fluxes between branch-points in the metabolic network, highlighting the existence of substrate cycles and discriminating in favourable cases between fluxes in the cytosol and plastid. Flux maps can be used to define a functionally relevant metabolic phenotype and the extensive application of such maps in microbial systems suggests that they could have important applications in characterising the genotypes produced by plant genetic engineering.
Assuntos
Espectroscopia de Ressonância Magnética/métodos , Plantas/metabolismo , Biotecnologia , Marcação por Isótopo , Fenótipo , Fenômenos Fisiológicos Vegetais , Plantas/química , Plantas/genéticaRESUMO
Although less sensitive than mass spectrometry (MS), nuclear magnetic resonance (NMR) spectroscopy provides a powerful complementary technique for the identification and quantitative analysis of plant metabolites either in vivo or in tissue extracts. In one approach, metabolite fingerprinting, multivariate analysis of unassigned 1H NMR spectra is used to compare the overall metabolic composition of wild-type, mutant, and transgenic plant material, and to assess the impact of stress conditions on the plant metabolome. Metabolite fingerprinting by NMR is a fast, convenient, and effective tool for discriminating between groups of related samples and it identifies the most important regions of the spectrum for further analysis. In a second approach, metabolite profiling, the 1H NMR spectra of tissue extracts are assigned, a process that typically identifies 20-40 metabolites in an unfractionated extract. These profiles may also be used to compare groups of samples, and significant differences in metabolite concentrations provide the basis for hypotheses on the underlying causes for the observed segregation of the groups. Both approaches generate a metabolic phenotype for a plant, based on a system-wide but incomplete analysis of the plant metabolome. However, a review of the literature suggests that the emphasis so far has been on the accumulation of analytical data and sample classification, and that the potential of 1H NMR spectroscopy as a tool for probing the operation of metabolic networks, or as a functional genomics tool for identifying gene function, is largely untapped.