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1.
Plant Physiol ; 185(3): 781-795, 2021 04 02.
Artículo en Inglés | MEDLINE | ID: mdl-33793942

RESUMEN

Nutrient uptake is critical for crop growth and is determined by root foraging in soil. Growth and branching of roots lead to effective root placement to acquire nutrients, but relatively little is known about absorption of nutrients at the root surface from the soil solution. This knowledge gap could be alleviated by understanding sources of genetic variation for short-term nutrient uptake on a root length basis. A modular platform called RhizoFlux was developed for high-throughput phenotyping of multiple ion-uptake rates in maize (Zea mays L.). Using this system, uptake rates were characterized for the crop macronutrients nitrate, ammonium, potassium, phosphate, and sulfate among the Nested Association Mapping (NAM) population founder lines. The data revealed substantial genetic variation for multiple ion-uptake rates in maize. Interestingly, specific nutrient uptake rates (nutrient uptake rate per length of root) were found to be both heritable and distinct from total uptake and plant size. The specific uptake rates of each nutrient were positively correlated with one another and with specific root respiration (root respiration rate per length of root), indicating that uptake is governed by shared mechanisms. We selected maize lines with high and low specific uptake rates and performed an RNA-seq analysis, which identified key regulatory components involved in nutrient uptake. The high-throughput multiple ion-uptake kinetics pipeline will help further our understanding of nutrient uptake, parameterize holistic plant models, and identify breeding targets for crops with more efficient nutrient acquisition.


Asunto(s)
Transporte Iónico/genética , Transporte Iónico/fisiología , Fenotipo , Raíces de Plantas/genética , Raíces de Plantas/fisiología , Zea mays/genética , Zea mays/fisiología , Productos Agrícolas/genética , Productos Agrícolas/fisiología , Variación Genética , Genotipo
2.
Mol Plant Microbe Interact ; 34(10): 1128-1142, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-34260261

RESUMEN

The fungal family Serendipitaceae encompasses root-associated lineages with endophytic, ericoid, orchid, and ectomycorrhizal lifestyles. Switchgrass is an important bioenergy crop for cellulosic ethanol production owing to high biomass production on marginal soils otherwise unfit for food crop cultivation. The aim of this study was to investigate the host plant responses to Serendipita spp. colonization by characterizing the switchgrass root transcriptome during different stages of symbiosis in vitro. For this, we included a native switchgrass strain, Serendipita bescii, and a related strain, S. vermifera, isolated from Australian orchids. Serendipita colonization progresses from thin hyphae that grow between root cells to, finally, the production of large, bulbous hyphae that fill root cells during the later stages of colonization. We report that switchgrass seems to perceive both fungi prior to physical contact, leading to the activation of chemical and structural defense responses and putative host disease resistance genes. Subsequently, the host defense system appears to be quenched and carbohydrate metabolism adjusted, potentially to accommodate the fungal symbiont. In addition, prior to contact, switchgrass exhibited significant increases in root hair density and root surface area. Furthermore, genes involved in phytohormone metabolism such as gibberellin, jasmonic acid, and salicylic acid were activated during different stages of colonization. Both fungal strains induced plant gene expression in a similar manner, indicating a conserved plant response to members of this fungal order. Understanding plant responsiveness to Serendipita spp. will inform our efforts to integrate them into forages and row crops for optimal plant-microbe functioning, thus facilitating low-input, sustainable agricultural practices.[Formula: see text] Copyright © 2021 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.


Asunto(s)
Basidiomycota , Micorrizas , Panicum , Australia , Basidiomycota/genética , Hongos , Micorrizas/genética , Panicum/genética , Raíces de Plantas/genética , Simbiosis , Transcriptoma/genética
3.
Int J Mol Sci ; 22(13)2021 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-34281196

RESUMEN

Until recently, genes from the iron-sulfur (Fe-S) cluster pathway were not known to have a role in plant disease resistance. The Nitrogen Fixation S (NIFS)-like 1 (NFS1) and Mitochondrial Ferredoxin-1 (MFDX1) genes are part of a set of 27 Fe-S cluster genes induced after infection with host and nonhost pathogens in Arabidopsis. A role for AtNFS1 in plant immunity was recently demonstrated. In this work, we showed that MFDX1 is also involved in plant defense. More specifically, Arabidopsis mfdx1 mutants were compromised for nonhost resistance against Pseudomonas syringae pv. tabaci, and showed increased susceptibility to the host pathogen P. syringae pv. tomato DC3000. Arabidopsis AtMFDX1 overexpression lines were less susceptible to P. syringae pv. tomato DC3000. Metabolic profiling revealed a reduction of several defense-related primary and secondary metabolites, such as asparagine and glucosinolates in the Arabidopsis mfdx1-1 mutant when compared to Col-0. A reduction of 5-oxoproline and ornithine metabolites that are involved in proline synthesis in mitochondria and affect abiotic stresses was also observed in the mfdx1-1 mutant. In contrast, an accumulation of defense-related metabolites such as glucosinolates was observed in the Arabidopsis NFS1 overexpressor when compared to wild-type Col-0. Additionally, mfdx1-1 plants displayed shorter primary root length and reduced number of lateral roots compared to the Col-0. Taken together, these results provide additional evidence for a new role of Fe-S cluster pathway in plant defense responses.


Asunto(s)
Proteínas de Arabidopsis/genética , Arabidopsis/genética , Ferredoxinas/genética , Arabidopsis/inmunología , Proteínas de Arabidopsis/inmunología , Resistencia a la Enfermedad , Ferredoxinas/inmunología , Ferredoxinas/metabolismo , Glucosinolatos/genética , Glucosinolatos/inmunología , Hierro/metabolismo , Proteínas Hierro-Azufre/genética , Proteínas Hierro-Azufre/metabolismo , Mitocondrias/metabolismo , Familia de Multigenes , Enfermedades de las Plantas/genética , Enfermedades de las Plantas/inmunología , Inmunidad de la Planta/genética , Estrés Fisiológico/genética , Azufre/metabolismo
4.
Plant Cell Environ ; 42(5): 1513-1531, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30593671

RESUMEN

Salinity stress is an important cause of crop yield loss in many parts of the world. Here, we performed genome-wide association studies of salinity-stress responsive traits in 132 HapMap genotypes of the model legume Medicago truncatula. Plants grown in soil were subjected to a step-wise increase in NaCl concentration, from 0 through 0.5% and 1.0% to 1.5%, and the following traits were measured: vigor, shoot biomass, shoot water content, leaf chlorophyll content, leaf size, and leaf and root concentrations of proline and major ions (Na+ , Cl- , K+ , Ca2+ , etc.). Genome-wide association studies were carried out using 2.5 million single nucleotide polymorphisms, and 12 genomic regions associated with at least four traits each were identified. Transcript-level analysis of the top eight candidate genes in five extreme genotypes revealed association between salinity tolerance and transcript-level changes for seven of the genes, encoding a vacuolar H+ -ATPase, two transcription factors, two proteins involved in vesicle trafficking, one peroxidase, and a protein of unknown function. Earlier functional studies on putative orthologues of two of the top eight genes (a vacuolar H+ -ATPase and a peroxidase) demonstrated their involvement in plant salinity tolerance.


Asunto(s)
Medicago truncatula , Peroxidasa/metabolismo , Salinidad , Estrés Fisiológico/genética , ATPasas de Translocación de Protón Vacuolares/genética , Genoma de Planta , Estudio de Asociación del Genoma Completo , Genotipo , Medicago truncatula/genética , Medicago truncatula/fisiología , Fenotipo , Hojas de la Planta/metabolismo , Proteínas de Plantas/metabolismo , Raíces de Plantas/metabolismo , Polimorfismo de Nucleótido Simple , Prolina/metabolismo
5.
Metabolomics ; 15(6): 85, 2019 05 29.
Artículo en Inglés | MEDLINE | ID: mdl-31144047

RESUMEN

INTRODUCTION: Triterpene saponins are important bioactive plant natural products found in many plant families including the Leguminosae. OBJECTIVES: We characterize two Medicago truncatula cytochrome P450 enzymes, MtCYP72A67 and MtCYP72A68, involved in saponin biosynthesis including both in vitro and in planta evidence. METHODS: UHPLC-(-)ESI-QToF-MS was used to profile saponin accumulation across a collection of 106 M. truncatula ecotypes. The profiling results identified numerous ecotypes with high and low saponin accumulation in root and aerial tissues. Four ecotypes with significant differential saponin content in the root and/or aerial tissues were selected, and correlated gene expression profiling was performed. RESULTS: Correlation analyses between gene expression and saponin accumulation revealed high correlations between saponin content with gene expression of ß-amyrin synthase, MtCYP716A12, and two cytochromes P450 genes, MtCYP72A67 and MtCYP72A68. In vivo and in vitro biochemical assays using yeast microsomes containing MtCYP72A67 revealed hydroxylase activity for carbon 2 of oleanolic acid and hederagenin. This finding was supported by functional characterization of MtCYP72A67 using RNAi-mediated gene silencing in M. truncatula hairy roots, which revealed a significant reduction of 2ß-hydroxylated sapogenins. In vivo and in vitro assays with MtCYP72A68 produced in yeast showed multifunctional oxidase activity for carbon 23 of oleanolic acid and hederagenin. These findings were supported by overexpression of MtCYP72A68 in M. truncatula hairy roots, which revealed significant increases of oleanolic acid, 2ß-hydroxyoleanolic acid, hederagenin and total saponin levels. CONCLUSIONS: The cumulative data support that MtCYP72A68 is a multisubstrate, multifunctional oxidase and MtCYP72A67 is a 2ß-hydroxylase, both of which function during the early steps of triterpene-oleanate sapogenin biosynthesis.


Asunto(s)
Sistema Enzimático del Citocromo P-450/metabolismo , Medicago truncatula/metabolismo , Proteínas de Plantas/metabolismo , Sapogeninas/metabolismo , Vías Biosintéticas , Cromatografía Líquida de Alta Presión/métodos , Sistema Enzimático del Citocromo P-450/genética , Perfilación de la Expresión Génica , Regulación de la Expresión Génica de las Plantas , Medicago truncatula/genética , Metabolómica/métodos , Proteínas de Plantas/genética , Espectrometría de Masa por Ionización de Electrospray/métodos
6.
J Biol Chem ; 291(53): 27112-27121, 2016 12 30.
Artículo en Inglés | MEDLINE | ID: mdl-27856641

RESUMEN

N-Acylethanolamines (NAEs) are bioactive fatty acid derivatives present in trace amounts in many eukaryotes. Although NAEs have signaling and physiological roles in animals, little is known about their metabolic fate in plants. Our previous microarray analyses showed that inhibition of Arabidopsis thaliana seedling growth by exogenous N-lauroylethanolamine (NAE 12:0) was accompanied by the differential expression of multiple genes encoding small molecule-modifying enzymes. We focused on the gene At5g39050, which encodes a phenolic glucoside malonyltransferase 1 (PMAT1), to better understand the biological significance of NAE 12:0-induced gene expression changes. PMAT1 expression was induced 3-5-fold by exogenous NAE 12:0. PMAT1 knockouts (pmat1) had reduced sensitivity to the growth-inhibitory effects of NAE 12:0 compared with wild type leading to the hypothesis that PMAT1 might be a previously uncharacterized regulator of NAE metabolism in plants. To test this hypothesis, metabolic profiling of wild-type and pmat1 seedlings treated with NAE 12:0 was conducted. Wild-type seedlings treated with NAE 12:0 accumulated glucosylated and malonylated forms of this NAE species, and structures were confirmed using nuclear magnetic resonance (NMR) spectroscopy. By contrast, only the peak corresponding to NAE 12:0-glucoside was detected in pmat1 Recombinant PMAT1 catalyzed the reaction converting NAE 12:0-glucoside to NAE 12:0-mono- or -dimalonylglucosides providing direct evidence that this enzyme is involved in NAE 12:0-glucose malonylation. Taken together, our results indicate that glucosylation of NAE 12:0 by a yet to be determined glucosyltransferase and its subsequent malonylation by PMAT1 could represent a mechanism for modulating the biological activities of NAEs in plants.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/metabolismo , Etanolaminas/metabolismo , Glucósidos/metabolismo , Ácidos Láuricos/metabolismo , Malonatos/metabolismo , Plantones/metabolismo , Amidohidrolasas/metabolismo , Arabidopsis/genética , Arabidopsis/crecimiento & desarrollo , Proteínas de Arabidopsis/genética , Plantones/crecimiento & desarrollo , Transducción de Señal
7.
Plant J ; 88(6): 947-962, 2016 12.
Artículo en Inglés | MEDLINE | ID: mdl-27500669

RESUMEN

Foliar stomatal movements are critical for regulating plant water loss and gas exchange. Elevated carbon dioxide (CO2 ) levels are known to induce stomatal closure. However, the current knowledge on CO2 signal transduction in stomatal guard cells is limited. Here we report metabolomic responses of Brassica napus guard cells to elevated CO2 using three hyphenated metabolomics platforms: gas chromatography-mass spectrometry (MS); liquid chromatography (LC)-multiple reaction monitoring-MS; and ultra-high-performance LC-quadrupole time-of-flight-MS. A total of 358 metabolites from guard cells were quantified in a time-course response to elevated CO2 level. Most metabolites increased under elevated CO2 , showing the most significant differences at 10 min. In addition, reactive oxygen species production increased and stomatal aperture decreased with time. Major alterations in flavonoid, organic acid, sugar, fatty acid, phenylpropanoid and amino acid metabolic pathways indicated changes in both primary and specialized metabolic pathways in guard cells. Most interestingly, the jasmonic acid (JA) biosynthesis pathway was significantly altered in the course of elevated CO2 treatment. Together with results obtained from JA biosynthesis and signaling mutants as well as CO2 signaling mutants, we discovered that CO2 -induced stomatal closure is mediated by JA signaling.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/metabolismo , Dióxido de Carbono/metabolismo , Ciclopentanos/metabolismo , Metabolómica/métodos , Oxilipinas/metabolismo , Estomas de Plantas/metabolismo , Proteínas de Arabidopsis/genética , Brassica napus/genética , Brassica napus/metabolismo , Regulación de la Expresión Génica de las Plantas/genética , Regulación de la Expresión Génica de las Plantas/fisiología , Especies Reactivas de Oxígeno/metabolismo , Transducción de Señal/genética , Transducción de Señal/fisiología
8.
J Chem Ecol ; 43(7): 712-724, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28744732

RESUMEN

Plant resistance mechanisms to insect herbivory can potentially be bred into crops as an important strategy for integrated pest management. Medicago truncatula ecotypes inoculated with the rhizobium Ensifer medicae (Sinorhizobium medica) WSM419 were screened for resistance to herbivory by caterpillars of the beet armyworm, Spodoptera exigua, through leaf and whole plant choice studies; TN1.11 and F83005.5 are identified as the least and most deterrent ecotypes, respectively. In response to caterpillar herbivory, both ecotypes mount a robust burst of plant defensive jasmonate phytohormones. Restriction of caterpillars to either of these ecotypes does not adversely affect pest performance. This argues for an antixenosis (deterrence) resistance mechanism associated with the F83005.5 ecotype. Unbiased metabolomic profiling identified strong ecotype-specific differences in metabolite profile, particularly in the content of oleanolic-derived saponins that may act as antifeedants. Compared to the more susceptible ecotype, F83005.5 has higher levels of oleanolic-type zanhic acid- and medicagenic acid-derived compounds. Together, these data support saponin-mediated deterrence as a resistance mechanism of the F83005.5 ecotype and implicates these compounds as potential antifeedants that could be used in agricultural sustainable pest management strategies.


Asunto(s)
Herbivoria , Medicago truncatula/fisiología , Reguladores del Crecimiento de las Plantas/metabolismo , Saponinas/metabolismo , Spodoptera/fisiología , Animales , Medicago truncatula/química , Metaboloma , Reguladores del Crecimiento de las Plantas/análisis , Saponinas/análisis
9.
Plant Physiol ; 167(4): 1699-716, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25667316

RESUMEN

Integrated metabolomics and transcriptomics of Medicago truncatula seedling border cells and root tips revealed substantial metabolic differences between these distinct and spatially segregated root regions. Large differential increases in oxylipin-pathway lipoxygenases and auxin-responsive transcript levels in border cells corresponded to differences in phytohormone and volatile levels compared with adjacent root tips. Morphological examinations of border cells revealed the presence of significant starch deposits that serve as critical energy and carbon reserves, as documented through increased ß-amylase transcript levels and associated starch hydrolysis metabolites. A substantial proportion of primary metabolism transcripts were decreased in border cells, while many flavonoid- and triterpenoid-related metabolite and transcript levels were increased dramatically. The cumulative data provide compounding evidence that primary and secondary metabolism are differentially programmed in border cells relative to root tips. Metabolic resources normally destined for growth and development are redirected toward elevated accumulation of specialized metabolites in border cells, resulting in constitutively elevated defense and signaling compounds needed to protect the delicate root cap and signal motile rhizobia required for symbiotic nitrogen fixation. Elevated levels of 7,4'-dihydroxyflavone were further increased in border cells of roots exposed to cotton root rot (Phymatotrichopsis omnivora), and the value of 7,4'-dihydroxyflavone as an antimicrobial compound was demonstrated using in vitro growth inhibition assays. The cumulative and pathway-specific data provide key insights into the metabolic programming of border cells that strongly implicate a more prominent mechanistic role for border cells in plant-microbe signaling, defense, and interactions than envisioned previously.


Asunto(s)
Regulación de la Expresión Génica de las Plantas , Medicago truncatula , Metabolómica , Enfermedades de las Plantas/inmunología , Rhizobium/fisiología , Transcriptoma , Ascomicetos/fisiología , Flavonoides/metabolismo , Medicago truncatula/genética , Medicago truncatula/metabolismo , Medicago truncatula/microbiología , Modelos Biológicos , Fijación del Nitrógeno , Enfermedades de las Plantas/microbiología , Reguladores del Crecimiento de las Plantas/metabolismo , Raíces de Plantas/genética , Raíces de Plantas/metabolismo , Raíces de Plantas/microbiología , Nódulos de las Raíces de las Plantas/genética , Nódulos de las Raíces de las Plantas/metabolismo , Nódulos de las Raíces de las Plantas/microbiología , Simbiosis
10.
Anal Chem ; 87(18): 9114-9, 2015 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-26247233

RESUMEN

Liquid chromatography/mass spectrometry (LC/MS) metabolite profiling has been widely used in comparative metabolomics studies; however, LC/MS-based comparative metabolomics currently faces several critical challenges. One of the greatest challenges is how to effectively align metabolites across different LC/MS profiles; a single metabolite can give rise to multiple peak features, and the grouped peak features that can be used to construct a spectrum pattern of single metabolite can vary greatly between biochemical experiments and even between instrument runs. Another major challenge is that the observed retention time for a single metabolite can also be significantly affected by experimental conditions. To overcome these two key challenges, we present a novel metabolite-based alignment approach entitled MET-XAlign to align metabolites across LC/MS metabolomics profiles. MET-XAlign takes the deduced molecular mass and estimated compound retention time information that can be extracted by our previously published tool, MET-COFEA, and aligns metabolites based on this information. We demonstrate that MET-XAlign is able to cross-align metabolite compounds, either known or unknown, in LC/MS profiles not only across different samples but also across different biological experiments and different electrospray ionization modes. Therefore, our proposed metabolite-based cross-alignment approach is a great step forward and its implementation, MET-XAlign, is a very useful tool in LC/MS-based comparative metabolomics. MET-XAlign has been successfully implemented with core algorithm coding in C++, making it very efficient, and visualization interface coding in the Microsoft.NET Framework. The MET-XAlign software along with demonstrative data is freely available at http://bioinfo.noble.org/manuscript-support/met-xalign/ .


Asunto(s)
Cromatografía Líquida de Alta Presión/métodos , Espectrometría de Masas/métodos , Metabolómica/métodos , Estadística como Asunto/métodos , Biomarcadores/metabolismo
11.
Anal Chem ; 87(14): 7373-81, 2015 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-26107650

RESUMEN

A plant natural product tandem mass spectral library has been constructed using authentic standards and purified compounds. Currently, the library contains 1734 tandem mass spectra for 289 compounds, with the majority (76%) of the compounds being plant phenolics such as flavonoids, isoflavonoids, and phenylpropanoids. Tandem mass spectra and chromatographic retention data were acquired on a triple quadrupole mass spectrometer coupled to an ultrahigh pressure liquid chromatograph using six different collision energies (CEs) (10-60 eV). Comparative analyses of the tandem mass spectral data revealed that the loss of ring substituents preceded the C-ring opening during the fragmentation of flavonoids and isoflavonoids. At lower CE (i.e., 10 and 20 eV), the flavonoids and isoflavonoid central ring structures typically remained intact, and fragmentation was characterized by the loss of the substituents (i.e., methyl and glycosyl groups). At higher CE, the flavonoid and isoflavonoid core ring systems underwent C-ring cleavage and/or rearrangement depending on the structure, particularly hydroxylation patterns. In-source electrochemical oxidation was observed for phenolics that had ortho-diphenol moieties (i.e., vicinal hydroxyl groups on the aromatic rings). The ortho-diphenols were oxidized to ortho-quinones, yielding an intensive and, in most cases, a base ion peak corresponding to a [(M - 2H) - H](-) ion in their mass spectra. The library also contains reverse-phase retention times, allowing for the construction, validation, and testing of an artificial neural network retention prediction of other flavonoids and isoflavonoids not contained within the library. The library is freely available for nonprofit, academic use and it can be downloaded at http://www.noble.org/apps/Scientific/WebDownloadManager/DownloadArea.aspx.


Asunto(s)
Productos Biológicos/química , Bases de Datos de Compuestos Químicos , Fenilpropionatos/aislamiento & purificación , Extractos Vegetales/química , Productos Biológicos/aislamiento & purificación , Cromatografía Líquida de Alta Presión , Flavonoides/química , Flavonoides/aislamiento & purificación , Difusión de la Información , Internet , Isoflavonas/química , Isoflavonas/aislamiento & purificación , Estructura Molecular , Fenilpropionatos/química , Espectrometría de Masas en Tándem
12.
Plant Cell Environ ; 38(1): 172-87, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24894834

RESUMEN

Massive changes in gene expression occur when plants are subjected to phosphorus (P) limitation, but the breadth of metabolic changes in these conditions and their regulation is barely investigated. Nearly 350 primary and secondary metabolites were profiled in shoots and roots of P-replete and P-deprived Arabidopsis thaliana wild type and mutants of the central P-signalling components PHR1 and PHO2, and microRNA399 overexpresser. In the wild type, the levels of 87 primary metabolites, including phosphorylated metabolites but not 3-phosphoglycerate, decreased, whereas the concentrations of most organic acids, amino acids, nitrogenous compounds, polyhydroxy acids and sugars increased. Furthermore, the levels of 35 secondary metabolites, including glucosinolates, benzoides, phenylpropanoids and flavonoids, were altered during P limitation. Observed changes indicated P-saving strategies, increased photorespiration and crosstalk between P limitation and sulphur and nitrogen metabolism. The phr1 mutation had a remarkably pronounced effect on the metabolic P-limitation response, providing evidence that PHR1 is a key factor for metabolic reprogramming during P limitation. The effects of pho2 or microRNA399 overexpression were comparatively minor. In addition, positive correlations between metabolites and gene transcripts encoding pathway enzymes were revealed. This study provides an unprecedented metabolic phenotype during P limitation in Arabidopsis.


Asunto(s)
Proteínas de Arabidopsis/genética , Arabidopsis/metabolismo , Regulación de la Expresión Génica de las Plantas , Fósforo/metabolismo , Factores de Transcripción/genética , Enzimas Ubiquitina-Conjugadoras/genética , Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Expresión Génica , Ácidos Glicéricos/metabolismo , Redes y Vías Metabólicas , Metaboloma , MicroARNs/genética , Mutación , Fenotipo , Raíces de Plantas/genética , Raíces de Plantas/metabolismo , Brotes de la Planta/genética , Brotes de la Planta/metabolismo , ARN de Planta/genética , Factores de Transcripción/metabolismo , Enzimas Ubiquitina-Conjugadoras/metabolismo
13.
Plant J ; 73(1): 166-78, 2013 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-22989156

RESUMEN

Domestication and breeding of citrus species/varieties for flavor and other characteristics, based on the ancestral species pummelo, mandarin and citron, has been an ongoing process for thousands of years. Bitterness, a desirable flavor characteristic in the fruit of some citrus species (pummelo and grapefruit) and undesirable in others (oranges and mandarins), has been under positive or negative selection during the breeding process of new species/varieties. Bitterness in citrus fruit is determined by the composition of branched-chain flavanone glycosides, the predominant flavonoids in citrus. The flavor-determining biosynthetic step is catalyzed by two branch-forming rhamnosyltransferases that utilize flavanone-7-O-glucose as substrate. The 1,2-rhamnosytransferase (encoded by Cm1,2RhaT) leads to the bitter flavanone-7-O-neohesperidosides whereas the 1,6-rhamnosytransferase leads to the tastelessflavanone-7-O-rutinosides. Here, we describe the functional characterization of Cs1,6RhaT, a 1,6-rhamnosyltransferase-encoding gene directing biosynthesis of the tasteless flavanone rutinosides common to the non-bitter citrus species. Cs1,6RhaT was found to be a substrate-promiscuous enzyme catalyzing branched-chain rhamnosylation of flavonoids glucosylated at positions 3 or 7. In vivo substrates include flavanones, flavones, flavonols and anthocyanins. Cs1,6RhaT enzyme levels were shown to peak in young fruit and leaves, and gradually subside during development. Phylogenetic analysis of Cm1,2RhaT and Cs1,6RhaT demonstrated that they both belong to the branch-forming glycosyltransferase cluster, but are distantly related and probably originated separately before speciation of the citrus genome. Genomic data from citrus, supported by a study of Cs1,6RhaT protein levels in various citrus species, suggest that inheritance, expression levels and mutations of branch-forming rhamnosyltransferases underlie the development of bitter or non-bitter species/varieties under domestication.


Asunto(s)
Citrus sinensis/genética , Hexosiltransferasas/metabolismo , Antocianinas/metabolismo , Citrus sinensis/enzimología , Evolución Molecular , Flavanonas/metabolismo , Flavonoles/metabolismo , Frutas/enzimología , Frutas/metabolismo , Genes de Plantas/genética , Genes de Plantas/fisiología , Datos de Secuencia Molecular , Filogenia , Fitomejoramiento , Hojas de la Planta/enzimología , Hojas de la Planta/metabolismo , Proteínas de Plantas/metabolismo
14.
Anal Chem ; 86(13): 6245-53, 2014 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-24856452

RESUMEN

In this paper, we present a novel liquid chromatography/mass spectrometry (LC/MS) data processing and analysis platform, MET-COFEA (METabolite COmpound Feature Extraction and Annotation). MET-COFEA detects and clusters chromatographic peak features for each metabolite compound by first comprehensively evaluating retention time and peak shape criteria and then annotating the associations between each peak's observed m/z value with the corresponding metabolite compound's molecular mass. MET-COFEA integrates a series of innovative approaches, including novel mass trace based extracted-ion chromatogram (EIC) extraction, continuous wavelet transform (CWT)-based peak detection, and compound-associated peak clustering and peak annotation algorithms. On the basis of the deduced neutral molecular mass and retention time, we have also developed a new alignment algorithm that uses compound-associated peak groups instead of individual peaks to align the same metabolite compound across samples from different electrospray ionization (ESI) modes, different instruments, even different experimental conditions. MET-COFEA has been systematically tested on a series of LC/MS profiles of mixed standards at different concentrations as well as real untargeted LC/MS plant metabolomics data. We compared the performances of MET-COFEA with the existing publicly available tools at LC/MS peak analysis level and demonstrated its excellent performance in this arena. MET-COFEA is freely available at http://bioinfo.noble.org/manuscript-support/met-cofea/.


Asunto(s)
Cromatografía Liquida/métodos , Espectrometría de Masas/métodos , Metabolómica/métodos , Programas Informáticos , Algoritmos
15.
Plant Physiol ; 161(3): 1103-16, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23288883

RESUMEN

Tea (Camellia sinensis) is rich in specialized metabolites, especially polyphenolic proanthocyanidins (PAs) and their precursors. To better understand the PA pathway in tea, we generated a complementary DNA library from leaf tissue of the blister blight-resistant tea cultivar TRI2043 and functionally characterized key enzymes responsible for the biosynthesis of PA precursors. Structural genes encoding enzymes involved in the general phenylpropanoid/flavonoid pathway and the PA-specific branch pathway were well represented in the library. Recombinant tea leucoanthocyanidin reductase (CsLAR) expressed in Escherichia coli was active with leucocyanidin as substrate to produce the 2R,3S-trans-flavan-ol (+)-catechin in vitro. Two genes encoding anthocyanidin reductase, CsANR1 and CsANR2, were also expressed in E. coli, and the recombinant proteins exhibited similar kinetic properties. Both converted cyanidin to a mixture of (+)-epicatechin and (-)-catechin, although in different proportions, indicating that both enzymes possess epimerase activity. These epimers were unexpected based on the belief that tea PAs are made from (-)-epicatechin and (+)-catechin. Ectopic expression of CsANR2 or CsLAR led to the accumulation of low levels of PA precursors and their conjugates in Medicago truncatula hairy roots and anthocyanin-overproducing tobacco (Nicotiana tabacum), but levels of oligomeric PAs were very low. Surprisingly, the expression of CsLAR in tobacco overproducing anthocyanin led to the accumulation of higher levels of epicatechin and its glucoside than of catechin, again highlighting the potential importance of epimerization in flavan-3-ol biosynthesis. These data provide a resource for understanding tea PA biosynthesis and tools for the bioengineering of flavanols.


Asunto(s)
Vías Biosintéticas , Ingeniería Metabólica , Proantocianidinas/biosíntesis , Té/enzimología , Vías Biosintéticas/genética , Cromatografía Líquida de Alta Presión , Flavonoides/química , Flavonoides/metabolismo , Regulación Enzimológica de la Expresión Génica , Regulación de la Expresión Génica de las Plantas , Biblioteca de Genes , Genes de Plantas/genética , Cinética , Medicago truncatula/genética , Filogenia , Hojas de la Planta/genética , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Raíces de Plantas/genética , Plantas Modificadas Genéticamente , Proteínas Recombinantes/metabolismo , Análisis de Secuencia de ADN , Té/genética , Nicotiana/metabolismo
16.
Plant Cell Environ ; 37(11): 2553-76, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24661137

RESUMEN

Medicago truncatula is a model legume forage crop native to the arid and semi-arid environments of the Mediterranean. Given its drought-adapted nature, it is an ideal candidate to study the molecular and biochemical mechanisms conferring drought resistance in plants. Medicago plants were subjected to a progressive drought stress over 14 d of water withholding followed by rewatering under controlled environmental conditions. Based on physiological measurements of plant water status and changes in morphology, plants experienced mild, moderate and severe water stress before rehydration. Transcriptome analysis of roots and shoots from control, mildly, moderately and severely stressed, and rewatered plants, identified many thousands of genes that were altered in expression in response to drought. Many genes with expression tightly coupled to the plant water potential (i.e. drought intensity) were identified suggesting an involvement in Medicago drought adaptation responses. Metabolite profiling of drought-stressed plants revealed the presence of 135 polar and 165 non-polar compounds in roots and shoots. Combining Medicago metabolomic data with transcriptomic data yielded insight into the regulation of metabolic pathways operating under drought stress. Among the metabolites detected in drought-stressed Medicago plants, myo-inositol and proline had striking regulatory profiles indicating involvement in Medicago drought tolerance.


Asunto(s)
Sequías , Medicago truncatula/genética , Medicago truncatula/metabolismo , Transcripción Genética , Agua/metabolismo , Análisis por Conglomerados , Regulación de la Expresión Génica de las Plantas , Ontología de Genes , Genes de Plantas , Medicago truncatula/efectos de los fármacos , Medicago truncatula/fisiología , Metaboloma/genética , Hojas de la Planta/metabolismo , Raíces de Plantas/genética , Brotes de la Planta/genética , Programas Informáticos , Estrés Fisiológico/efectos de los fármacos , Estrés Fisiológico/genética , Factores de Tiempo , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , Transcripción Genética/efectos de los fármacos , Transcriptoma/genética , Agua/farmacología
17.
Plant Cell ; 23(4): 1536-55, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21467581

RESUMEN

The majority of flavonoids, such as anthocyanins, proanthocyanidins, and isoflavones, are stored in the central vacuole, but the molecular basis of flavonoid transport is still poorly understood. Here, we report the functional characterization of a multidrug and toxin extrusion transporter (MATE2), from Medicago truncatula. MATE 2 is expressed primarily in leaves and flowers. Despite its high similarity to the epicatechin 3'-O-glucoside transporter MATE1, MATE2 cannot efficiently transport proanthocyanidin precursors. In contrast, MATE2 shows higher transport capacity for anthocyanins and lower efficiency for other flavonoid glycosides. Three malonyltransferases that are coexpressed with MATE2 were identified. The malonylated flavonoid glucosides generated by these malonyltransferases are more efficiently taken up into MATE2-containing membrane vesicles than are the parent glycosides. Malonylation increases both the affinity and transport efficiency of flavonoid glucosides for uptake by MATE2. Genetic loss of MATE2 function leads to the disappearance of leaf anthocyanin pigmentation and pale flower color as a result of drastic decreases in the levels of various flavonoids. However, some flavonoid glycoside malonates accumulate to higher levels in MATE2 knockouts than in wild-type controls. Deletion of MATE2 increases seed proanthocyanidin biosynthesis, presumably via redirection of metabolic flux from anthocyanin storage.


Asunto(s)
Flavonoides/metabolismo , Glicósidos/metabolismo , Malonatos/metabolismo , Medicago truncatula/metabolismo , Proteínas de Plantas/metabolismo , Vacuolas/metabolismo , Aciltransferasas/genética , Aciltransferasas/metabolismo , Transporte Biológico , Vías Biosintéticas , Retículo Endoplásmico/enzimología , Flores/metabolismo , Regulación de la Expresión Génica de las Plantas , Genes de Plantas/genética , Cinética , Medicago truncatula/enzimología , Medicago truncatula/genética , Microsomas/metabolismo , Especificidad de Órganos/genética , Filogenia , Pigmentación , Hojas de la Planta/metabolismo , Proteínas de Plantas/genética , Proantocianidinas/biosíntesis , Saccharomyces cerevisiae/metabolismo , Semillas/metabolismo , Especificidad por Sustrato
18.
Planta ; 238(1): 139-54, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23592226

RESUMEN

In the first reaction specific for proanthocyanidin (PA) biosynthesis in Arabidopsis thaliana and Medicago truncatula, anthocyanidin reductase (ANR) converts cyanidin to (-)-epicatechin. The glucosyltransferase UGT72L1 catalyzes formation of epicatechin 3'-O-glucoside (E3'OG), the preferred substrate for MATE transporters implicated in PA biosynthesis in both species. The mechanism of PA polymerization is still unclear, but may involve the laccase-like polyphenol oxidase TRANSPARENT TESTA 10 (TT10). We have employed a combination of cell biological, biochemical and genetic approaches to evaluate this PA pathway model. The promoter regions of UGT72L1 and MtANR share common cis-acting elements and direct overlapping, but partially distinct, expression patterns. UGT72L1 and MtANR are localized in the cytosol, whereas TT10 is localized to the vacuole. Over-expression of UGT72L1 in M. truncatula hairy roots results in increased accumulation of PA-like compounds, and loss of function of UGT72L1 partially reduces epicatechin, E3'OG and extractable PA levels in M. truncatula seeds. Expression of UGT72L1 in A. thaliana leads to a massive increase in E3'OG in immature seed, but reduced levels of extractable PAs. However, when UGT72L1 was expressed in the Arabidopsis tt10 mutant, extractable PA levels increased and seed coat browning was delayed. Our results suggest that glycosylation of epicatechin is important for both PA precursor transport and assembly, but that additional redundant pathways may exist.


Asunto(s)
Glucosiltransferasas/metabolismo , Medicago truncatula/metabolismo , Proantocianidinas/biosíntesis , Arabidopsis/genética , Arabidopsis/metabolismo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Catequina/metabolismo , Citosol/metabolismo , Regulación de la Expresión Génica de las Plantas , Glucosiltransferasas/genética , Lacasa/genética , Lacasa/metabolismo , Medicago truncatula/enzimología , Medicago truncatula/genética , Mutación , NADH NADPH Oxidorreductasas/genética , NADH NADPH Oxidorreductasas/metabolismo , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Raíces de Plantas/genética , Raíces de Plantas/metabolismo , Plantas Modificadas Genéticamente , Proantocianidinas/genética , Regiones Promotoras Genéticas , Semillas/genética , Semillas/metabolismo
19.
Plant Physiol ; 159(1): 70-80, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22430842

RESUMEN

Prenylated flavonoids and isoflavonoids possess antimicrobial activity against fungal pathogens of plants. However, only a few plant flavonoid and isoflavonoid prenyltransferase genes have been identified to date. In this study, an isoflavonoid prenyltransferase gene, designated as LaPT1, was identified from white lupin (Lupinus albus). The deduced protein sequence of LaPT1 shared high homologies with known flavonoid and isoflavonoid prenyltransferases. The LaPT1 gene was mainly expressed in roots, a major site for constitutive accumulation of prenylated isoflavones in white lupin. LaPT1 is predicted to be a membrane-bound protein with nine transmembrane regions and conserved functional domains similar to other flavonoid and isoflavonoid prenyltransferases; it has a predicted chloroplast transit peptide and is plastid localized. A microsomal fraction containing recombinant LaPT1 prenylated the isoflavone genistein at the B-ring 3' position to produce isowighteone. The enzyme is also active with 2'-hydroxygenistein but has no activity with other flavonoid substrates. The apparent K(m) of recombinant LaPT1 for the dimethylallyl diphosphate prenyl donor is in a similar range to that of other flavonoid prenyltransferases, but the apparent catalytic efficiency with genistein is considerably higher. Removal of the transit peptide increased the apparent overall activity but also increased the K(m). Medicago truncatula hairy roots expressing LaPT1 accumulated isowighteone, a compound that is not naturally produced in this species, indicating a strategy for metabolic engineering of novel antimicrobial compounds in legumes.


Asunto(s)
Dimetilaliltranstransferasa/metabolismo , Lupinus/enzimología , Proteínas de la Membrana/metabolismo , Proteínas de Plantas/metabolismo , Secuencia de Aminoácidos , Clonación Molecular , Secuencia Conservada , ADN Complementario/genética , ADN Complementario/metabolismo , Dimetilaliltranstransferasa/genética , Activación Enzimática , Perfilación de la Expresión Génica , Genes de Plantas , Genisteína/aislamiento & purificación , Genisteína/metabolismo , Lupinus/genética , Medicago truncatula/enzimología , Medicago truncatula/genética , Proteínas de la Membrana/genética , Ingeniería Metabólica , Datos de Secuencia Molecular , Filogenia , Proteínas de Plantas/genética , Raíces de Plantas/genética , Raíces de Plantas/metabolismo , Plantas Modificadas Genéticamente/enzimología , Plantas Modificadas Genéticamente/genética , Plastidios/enzimología , Plastidios/genética , Prenilación , Estructura Terciaria de Proteína , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Homología de Secuencia de Aminoácido
20.
Plant Cell ; 22(3): 850-66, 2010 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-20348429

RESUMEN

Saponins, an important group of bioactive plant natural products, are glycosides of triterpenoid or steroidal aglycones (sapogenins). Saponins possess many biological activities, including conferring potential health benefits for humans. However, most of the steps specific for the biosynthesis of triterpene saponins remain uncharacterized at the molecular level. Here, we use comprehensive gene expression clustering analysis to identify candidate genes involved in the elaboration, hydroxylation, and glycosylation of the triterpene skeleton in the model legume Medicago truncatula. Four candidate uridine diphosphate glycosyltransferases were expressed in Escherichia coli, one of which (UGT73F3) showed specificity for multiple sapogenins and was confirmed to glucosylate hederagenin at the C28 position. Genetic loss-of-function studies in M. truncatula confirmed the in vivo function of UGT73F3 in saponin biosynthesis. This report provides a basis for future studies to define genetically the roles of multiple cytochromes P450 and glycosyltransferases in triterpene saponin biosynthesis in Medicago.


Asunto(s)
Glicosiltransferasas/metabolismo , Medicago truncatula/genética , Proteínas de Plantas/metabolismo , Saponinas/biosíntesis , Triterpenos/metabolismo , Clonación Molecular , Análisis por Conglomerados , Sistema Enzimático del Citocromo P-450/genética , Sistema Enzimático del Citocromo P-450/metabolismo , ADN de Plantas/genética , Escherichia coli/genética , Escherichia coli/metabolismo , Regulación de la Expresión Génica de las Plantas , Glicosilación , Glicosiltransferasas/genética , Hidroxilación , Medicago truncatula/enzimología , Ácido Oleanólico/análogos & derivados , Ácido Oleanólico/biosíntesis , Análisis de Secuencia por Matrices de Oligonucleótidos , Proteínas de Plantas/genética , Retroelementos , Especificidad por Sustrato
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