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1.
Plant Cell ; 32(7): 2383-2401, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32358071

RESUMEN

The tradeoff between protein and oil storage in oilseed crops has been tested here in oilseed rape (Brassica napus) by analyzing the effect of suppressing key genes encoding protein storage products (napin and cruciferin). The phenotypic outcomes were assessed using NMR and mass spectrometry imaging, microscopy, transcriptomics, proteomics, metabolomics, lipidomics, immunological assays, and flux balance analysis. Surprisingly, the profile of storage products was only moderately changed in RNA interference transgenics. However, embryonic cells had undergone remarkable architectural rearrangements. The suppression of storage proteins led to the elaboration of membrane stacks enriched with oleosin (sixfold higher protein abundance) and novel endoplasmic reticulum morphology. Protein rebalancing and amino acid metabolism were focal points of the metabolic adjustments to maintain embryonic carbon/nitrogen homeostasis. Flux balance analysis indicated a rather minor additional demand for cofactors (ATP and NADPH). Thus, cellular plasticity in seeds protects against perturbations to its storage capabilities and, hence, contributes materially to homeostasis. This study provides mechanistic insights into the intriguing link between lipid and protein storage, which have implications for biotechnological strategies directed at improving oilseed crops.


Asunto(s)
Brassica napus/citología , Brassica napus/metabolismo , Proteínas de Almacenamiento de Semillas/metabolismo , Semillas/citología , Semillas/metabolismo , Albuminas 2S de Plantas/genética , Albuminas 2S de Plantas/metabolismo , Aminoácidos/metabolismo , Antígenos de Plantas/genética , Antígenos de Plantas/metabolismo , Brassica napus/genética , Carbono/metabolismo , Regulación de la Expresión Génica de las Plantas , Espectroscopía de Resonancia Magnética , Lípidos de la Membrana/genética , Lípidos de la Membrana/metabolismo , Nitrógeno/metabolismo , Células Vegetales , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Plantas Modificadas Genéticamente , Interferencia de ARN , Proteínas de Almacenamiento de Semillas/genética
2.
Plant Biotechnol J ; 19(12): 2646-2661, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34449959

RESUMEN

The development of crop varieties that are resistant to lodging is a top priority for breeding programmes. Herein, we characterize the rye mutant ´Stabilstroh' ('stable straw') possessing an exceptional combination of high lodging resistance, tall posture and high biomass production. Nuclear magnetic resonance imaging displayed the 3-dimensional assembly of vascular bundles in stem. A higher number of vascular bundles and a higher degree of their incline were the features of lodging-resistant versus lodging-prone lines. Histology and electron microscopy revealed that stems are fortified by a higher proportion of sclerenchyma and thickened cell walls, as well as some epidermal invaginations. Biochemical analysis using Fourier-transform infrared spectroscopy and inductively coupled plasma-optical emission spectrometry further identified elevated levels of lignin, xylan, zinc and silicon as features associated with high lodging resistance. Combined effects of above features caused superior culm stability. A simplistic mathematical model showed how mechanical forces distribute within the stem under stress. Main traits of the lodging-resistant parental line were heritable and could be traced back to the genetic structure of the mutant. Evaluation of lodging-resistant wheat 'Babax' ('Baviacora') versus contrasting, lodging-prone, genotype ´Pastor´ agreed with above findings on rye. Our findings on mechanical stability and extraordinary culm properties may be important for breeders for the improvement of lodging resistance of tall posture cereal crops.


Asunto(s)
Secale , Triticum , Grano Comestible/metabolismo , Lignina/metabolismo , Fitomejoramiento/métodos , Secale/genética , Secale/metabolismo , Triticum/metabolismo
3.
New Phytol ; 229(3): 1553-1565, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32984971

RESUMEN

Plants undergo several developmental transitions during their life cycle. One of these, the differentiation of the young embryo from a meristem-like structure into a highly specialized storage organ, is believed to be controlled by local connections between sugars and hormonal response systems. However, we know little about the regulatory networks underpinning the sugar-hormone interactions in developing seeds. By modulating the trehalose 6-phosphate (T6P) content in growing embryos of garden pea (Pisum sativum), we investigate here the role of this signaling sugar during the seed-filling process. Seeds deficient in T6P are compromised in size and starch production, resembling the wrinkled seeds studied by Gregor Mendel. We show also that T6P exerts these effects by stimulating the biosynthesis of the pivotal plant hormone, auxin. We found that T6P promotes the expression of the auxin biosynthesis gene TRYPTOPHAN AMINOTRANSFERASE RELATED2 (TAR2), and the resulting effect on auxin concentrations is required to mediate the T6P-induced activation of storage processes. Our results suggest that auxin acts downstream of T6P to facilitate seed filling, thereby providing a salient example of how a metabolic signal governs the hormonal control of an integral phase transition in a crop plant.


Asunto(s)
Fosfatos de Azúcar , Trehalosa , Regulación de la Expresión Génica de las Plantas , Ácidos Indolacéticos , Fosfatos , Plantas Modificadas Genéticamente , Semillas , Sacarosa
4.
Plant J ; 98(6): 961-974, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31021020

RESUMEN

Phylogenetically related groups of species contain lineage-specific genes that exhibit no sequence similarity to any genes outside the lineage. We describe here that the Jekyll gene, required for sexual reproduction, exists in two much diverged allelic variants, Jek1 and Jek3. Despite low similarity, the Jek1 and Jek3 proteins share identical signal peptides, conserved cysteine positions and direct repeats. The Jek1/Jek3 sequences are located at the same chromosomal locus and inherited in a monogenic Mendelian fashion. Jek3 has a similar expression as Jek1 and complements the Jek1 function in Jek1-deficient plants. Jek1 and Jek3 allelic variants were almost equally distributed in a collection of 485 wild and domesticated barley accessions. All domesticated barleys harboring the Jek1 allele belong to single haplotype J1-H1 indicating a genetic bottleneck during domestication. Domesticated barleys harboring the Jek3 allele consisted of three haplotypes. Jekyll-like sequences were found only in species of the closely related tribes Bromeae and Triticeae but not in other Poaceae. Non-invasive magnetic resonance imaging revealed intrinsic grain structure in Triticeae and Bromeae, associated with the Jekyll function. The emergence of Jekyll suggests its role in the separation of the Bromeae and Triticeae lineages within the Poaceae and identifies the Jekyll genes as lineage-specific.


Asunto(s)
Variación Genética , Proteínas de Plantas/genética , Poaceae/genética , Alelos , Secuencia de Aminoácidos , Evolución Biológica , Geografía , Haplotipos , Hordeum/citología , Hordeum/genética , Imagen por Resonancia Magnética , Familia de Multigenes , Filogenia , Proteínas de Plantas/metabolismo , Poaceae/citología , Reproducción , Semillas/citología , Semillas/genética , Alineación de Secuencia , Especificidad de la Especie , Triticum/citología , Triticum/genética
5.
Proc Natl Acad Sci U S A ; 114(18): 4822-4827, 2017 05 02.
Artículo en Inglés | MEDLINE | ID: mdl-28416693

RESUMEN

The Venus flytrap Dionaea muscipula captures insects and consumes their flesh. Prey contacting touch-sensitive hairs trigger traveling electrical waves. These action potentials (APs) cause rapid closure of the trap and activate secretory functions of glands, which cover its inner surface. Such prey-induced haptoelectric stimulation activates the touch hormone jasmonate (JA) signaling pathway, which initiates secretion of an acidic hydrolase mixture to decompose the victim and acquire the animal nutrients. Although postulated since Darwin's pioneering studies, these secretory events have not been recorded so far. Using advanced analytical and imaging techniques, such as vibrating ion-selective electrodes, carbon fiber amperometry, and magnetic resonance imaging, we monitored stimulus-coupled glandular secretion into the flytrap. Trigger-hair bending or direct application of JA caused a quantal release of oxidizable material from gland cells monitored as distinct amperometric spikes. Spikes reminiscent of exocytotic events in secretory animal cells progressively increased in frequency, reaching steady state 1 d after stimulation. Our data indicate that trigger-hair mechanical stimulation evokes APs. Gland cells translate APs into touch-inducible JA signaling that promotes the formation of secretory vesicles. Early vesicles loaded with H+ and Cl- fuse with the plasma membrane, hyperacidifying the "green stomach"-like digestive organ, whereas subsequent ones carry hydrolases and nutrient transporters, together with a glutathione redox moiety, which is likely to act as the major detected compound in amperometry. Hence, when glands perceive the haptoelectrical stimulation, secretory vesicles are tailored to be released in a sequence that optimizes digestion of the captured animal.


Asunto(s)
Droseraceae/fisiología , Exocitosis/fisiología , Insectos , Transducción de Señal/fisiología , Animales , Droseraceae/ultraestructura
6.
New Phytol ; 218(3): 1127-1142, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-28836669

RESUMEN

The angiosperm embryo and endosperm are limited in space because they grow inside maternal seed tissues. The elimination of cell layers of the maternal seed coat by programmed cell death (PCD) could provide space and nutrition to the filial organs. Using the barley (Hordeum vulgare L.) seed as a model, we elucidated the role of vacuolar processing enzyme 4 (VPE4) in cereals by using an RNAi approach and targeting the enzymatic properties of the recombinant protein. A comparative characterization of transgenic versus wild-type plants included transcriptional and metabolic profiling, flow cytometry, histology and nuclear magnetic imaging of grains. The recombinant VPE4 protein exhibited legumain and caspase-1 properties in vitro. Pericarp disintegration was delayed in the transgenic grains. Although the VPE4 gene and enzymatic activity was decreased in the early developing pericarp, storage capacity and the size of the endosperm and embryo were reduced in the mature VPE4-repressed grains. The persistence of the pericarp in the VPE4-affected grains constrains endosperm and embryo growth and leads to transcriptional reprogramming, perturbations in signalling and adjustments in metabolism. We conclude that VPE4 expression executes PCD in the pericarp, which is required for later endosperm filling, and argue for a role of PCD in maternal control of seed size in cereals.


Asunto(s)
Apoptosis , Cisteína Endopeptidasas/metabolismo , Grano Comestible/anatomía & histología , Hordeum/anatomía & histología , Hordeum/citología , Proteínas de Plantas/metabolismo , Semillas/citología , Semillas/metabolismo , Apoptosis/genética , Caspasas/metabolismo , Recuento de Células , Endospermo/metabolismo , Regulación del Desarrollo de la Expresión Génica , Regulación de la Expresión Génica de las Plantas , Hordeum/genética , Hordeum/crecimiento & desarrollo , Espectroscopía de Resonancia Magnética , Tamaño de los Órganos , Especificidad de Órganos , Fenotipo , Proteínas de Plantas/genética , Plantas Modificadas Genéticamente , Ploidias , Proteolisis , Proteínas Recombinantes/metabolismo , Especificidad por Sustrato , Transcripción Genética , Transcriptoma/genética
7.
Plant Physiol ; 173(4): 1998-2009, 2017 04.
Artículo en Inglés | MEDLINE | ID: mdl-28188274

RESUMEN

The regulation of lipid synthesis in oil seeds is still not fully understood. Oilseed rape (Brassica napus) is the third most productive vegetable oil crop on the global market; therefore, increasing our understanding of lipid accumulation in oilseed rape seeds is of great economic, as well as intellectual, importance. Matrix-assisted laser/desorption ionization-mass spectrometry imaging (MALDI-MSI) is a technique that allows the mapping of metabolites directly onto intact biological tissues, giving a spatial context to metabolism. We have used MALDI-MSI to study the spatial distribution of two major lipid species, triacylglycerols and phosphatidylcholines. A dramatic, heterogenous landscape of molecular species was revealed, demonstrating significantly different lipid compositions between the various tissue types within the seed. The embryonic axis was found to be particularly enriched in palmitic acid, while the seed coat/aleurone layer accumulated vaccenic, linoleic, and α-linoleic acids. Furthermore, the lipid composition of the inner and outer cotyledons differed from each other, a remarkable discovery given the supposed identical functionality of these two tissues. Triacylglycerol and phosphatidylcholine molecular species distribution was analyzed through a developmental time series covering early seed lipid accumulation to seed maturity. The spatial patterning of lipid molecular species did not vary significantly during seed development. Data gathered using MALDI-MSI was verified through gas chromatography analysis of dissected seeds. The distinct lipid distribution profiles observed imply differential regulation of lipid metabolism between the different tissue types of the seed. Further understanding of this differential regulation will enhance efforts to improve oilseed rape productivity and quality.


Asunto(s)
Brassica napus/metabolismo , Lípidos/biosíntesis , Aceites de Plantas/metabolismo , Semillas/metabolismo , Análisis Espacio-Temporal , Cromatografía de Gases , Cotiledón/metabolismo , Ácido Linoleico/análisis , Lípidos/química , Espectroscopía de Resonancia Magnética , Ácidos Oléicos/análisis , Ácido Palmítico/análisis , Fosfatidilcolinas/biosíntesis , Fosfatidilcolinas/química , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Factores de Tiempo , Triglicéridos/biosíntesis , Triglicéridos/química
8.
New Phytol ; 216(4): 1181-1190, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28800167

RESUMEN

Germination, the process whereby a dry, quiescent seed springs to life, has been a focus of plant biologist for many years, yet the early events following water uptake, during which metabolism of the embryo is restarted, remain enigmatic. Here, the nature of the cues required for this restarting in oilseed rape (Brassica napus) seed has been investigated. A holistic in vivo approach was designed to display the link between the entry and allocation of water, metabolic events and structural changes occurring during germination. For this, we combined functional magnetic resonance imaging with Fourier transform infrared microscopy, fluorescence-based respiration mapping, computer-aided seed modeling and biochemical tools. We uncovered an endospermal lipid gap, which channels water to the radicle tip, from whence it is distributed via embryonic vasculature toward cotyledon tissues. The resumption of respiration is initiated first in the endosperm, only later spreading to the embryo. Sugar metabolism and lipid utilization are linked to the spatiotemporal sequence of tissue rehydration. Together, this imaging study provides insights into the spatial aspects of key events in oilseed rape seeds leading to germination. It demonstrates how seed architecture predetermines the pattern of water intake, which sets the stage for the orchestrated restart of life.


Asunto(s)
Brassica napus/fisiología , Germinación , Semillas/fisiología , Carbono/metabolismo , Endospermo/fisiología , Metabolismo de los Lípidos , Imagen por Resonancia Magnética , Consumo de Oxígeno , Agua/fisiología
9.
New Phytol ; 211(2): 671-87, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-26990681

RESUMEN

Homeodomain leucine zipper class I (HD-Zip I) transcription factors (TFs) play key roles in the regulation of plant growth and development under stresses. Functions of the TaHDZipI-2 gene isolated from the endosperm of developing wheat grain were revealed. Molecular characterization of TaHDZipI-2 protein included studies of its dimerisation, protein-DNA interactions and gene activation properties using pull-down assays, in-yeast methods and transient expression assays in wheat cells. The analysis of TaHDZipI-2 gene functions was performed using transgenic barley plants. It included comparison of developmental phenotypes, yield components, grain quality, frost tolerance and the levels of expression of potential target genes in transgenic and control plants. Transgenic TaHDZipI-2 lines showed characteristic phenotypic features that included reduced growth rates, reduced biomass, early flowering, light-coloured leaves and narrowly elongated spikes. Transgenic lines produced 25-40% more seeds per spike than control plants, but with 50-60% smaller grain size. In vivo lipid imaging exposed changes in the distribution of lipids between the embryo and endosperm in transgenic seeds. Transgenic lines were significantly more tolerant to frost than control plants. Our data suggest the role of TaHDZipI-2 in controlling several key processes underlying frost tolerance, transition to flowering and spike development.


Asunto(s)
Adaptación Fisiológica , Congelación , Proteínas de Homeodominio/metabolismo , Hordeum/genética , Hordeum/fisiología , Leucina Zippers , Proteínas de Plantas/metabolismo , Factores de Transcripción/metabolismo , Flores/fisiología , Regulación de la Expresión Génica de las Plantas , Genes de Plantas , Hordeum/anatomía & histología , Hordeum/crecimiento & desarrollo , Lípidos/análisis , Fenotipo , Filogenia , Plantas Modificadas Genéticamente , Regiones Promotoras Genéticas , Multimerización de Proteína , Plantones/fisiología , Semillas/anatomía & histología , Semillas/fisiología , Activación Transcripcional/genética , Transgenes
10.
Plant Physiol ; 169(3): 1698-713, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26395842

RESUMEN

Here, we have characterized the spatial heterogeneity of the cereal grain's metabolism and demonstrated how, by integrating a distinct set of metabolic strategies, the grain has evolved to become an almost perfect entity for carbon storage. In vivo imaging revealed light-induced cycles in assimilate supply toward the ear/grain of barley (Hordeum vulgare) and wheat (Triticum aestivum). In silico modeling predicted that, in the two grain storage organs (the endosperm and embryo), the light-induced shift in solute influx does cause adjustment in metabolic flux without changes in pathway utilization patterns. The enveloping, leaf-like pericarp, in contrast, shows major shifts in flux distribution (starch metabolism, photosynthesis, remobilization, and tricarboxylic acid cycle activity) allow to refix 79% of the CO2 released by the endosperm and embryo, allowing the grain to achieve an extraordinary high carbon conversion efficiency of 95%. Shading experiments demonstrated that ears are autonomously able to raise the influx of solutes in response to light, but with little effect on the steady-state levels of metabolites or transcripts or on the pattern of sugar distribution within the grain. The finding suggests the presence of a mechanism(s) able to ensure metabolic homeostasis in the face of short-term environmental fluctuation. The proposed multicomponent modeling approach is informative for predicting the metabolic effects of either an altered level of incident light or a momentary change in the supply of sucrose. It is therefore of potential value for assessing the impact of either breeding and/or biotechnological interventions aimed at increasing grain yield.


Asunto(s)
Carbono/metabolismo , Grano Comestible/metabolismo , Hordeum/metabolismo , Triticum/metabolismo , Metabolismo de los Hidratos de Carbono , Grano Comestible/citología , Grano Comestible/genética , Grano Comestible/efectos de la radiación , Hordeum/citología , Hordeum/genética , Hordeum/efectos de la radiación , Luz , Análisis de Flujos Metabólicos , Fotosíntesis , Hojas de la Planta/citología , Hojas de la Planta/genética , Hojas de la Planta/metabolismo , Hojas de la Planta/efectos de la radiación , Almidón/metabolismo , Triticum/citología , Triticum/genética , Triticum/efectos de la radiación
11.
Plant Methods ; 18(1): 47, 2022 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-35410361

RESUMEN

BACKGROUND: Studying dynamic processes in living organisms with MRI is one of the most promising research areas. The use of paramagnetic compounds as contrast agents (CA), has proven key to such studies, but so far, the lack of appropriate techniques limits the application of CA-technologies in experimental plant biology. The presented proof-of-principle aims to support method and knowledge transfer from medical research to plant science. RESULTS: In this study, we designed and tested a new approach for plant Dynamic Contrast Enhanced Magnetic Resonance Imaging (pDCE-MRI). The new approach has been applied in situ to a cereal crop (Hordeum vulgare). The pDCE-MRI allows non-invasive investigation of CA allocation within plant tissues. In our experiments, gadolinium-DTPA, the most commonly used contrast agent in medical MRI, was employed. By acquiring dynamic T1-maps, a new approach visualizes an alteration of a tissue-specific MRI parameter T1 (longitudinal relaxation time) in response to the CA. Both, the measurement of local CA concentration and the monitoring of translocation in low velocity ranges (cm/h) was possible using this CA-enhanced method. CONCLUSIONS: A novel pDCE-MRI method is presented for non-invasive investigation of paramagnetic CA allocation in living plants. The temporal resolution of the T1-mapping has been significantly improved to enable the dynamic in vivo analysis of transport processes at low-velocity ranges, which are common in plants. The newly developed procedure allows to identify vascular regions and to estimate their involvement in CA allocation. Therefore, the presented technique opens a perspective for further development of CA-aided MRI experiments in plant biology.

12.
Commun Biol ; 4(1): 428, 2021 03 30.
Artículo en Inglés | MEDLINE | ID: mdl-33785858

RESUMEN

Cereal grains contribute substantially to the human diet. The maternal plant provides the carbohydrate and nitrogen sources deposited in the endosperm, but the basis for their spatial allocation during the grain filling process is obscure. Here, vacuolar processing enzymes have been shown to both mediate programmed cell death (PCD) in the maternal tissues of a barley grain and influence the delivery of assimilate to the endosperm. The proposed centrality of PCD has implications for cereal crop improvement.


Asunto(s)
Apoptosis , Cisteína Endopeptidasas/metabolismo , Grano Comestible/crecimiento & desarrollo , Endospermo/metabolismo , Regulación del Desarrollo de la Expresión Génica , Regulación de la Expresión Génica de las Plantas , Hordeum/fisiología , Grano Comestible/enzimología , Grano Comestible/fisiología , Hordeum/enzimología , Hordeum/crecimiento & desarrollo
13.
Sci Adv ; 6(11): eaay3240, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-32195345

RESUMEN

Seeds of the desert shrub, jojoba (Simmondsia chinensis), are an abundant, renewable source of liquid wax esters, which are valued additives in cosmetic products and industrial lubricants. Jojoba is relegated to its own taxonomic family, and there is little genetic information available to elucidate its phylogeny. Here, we report the high-quality, 887-Mb genome of jojoba assembled into 26 chromosomes with 23,490 protein-coding genes. The jojoba genome has only the whole-genome triplication (γ) shared among eudicots and no recent duplications. These genomic resources coupled with extensive transcriptome, proteome, and lipidome data helped to define heterogeneous pathways and machinery for lipid synthesis and storage, provided missing evolutionary history information for this taxonomically segregated dioecious plant species, and will support efforts to improve the agronomic properties of jojoba.


Asunto(s)
Caryophyllales , Genoma de Planta , Semillas , Ceras/metabolismo , Caryophyllales/clasificación , Caryophyllales/genética , Caryophyllales/metabolismo , Ésteres/metabolismo , Semillas/genética , Semillas/metabolismo
14.
Z Med Phys ; 29(2): 184-191, 2019 May.
Artículo en Inglés | MEDLINE | ID: mdl-29907396

RESUMEN

PURPOSE: A new chemical exchange MRI method is proposed which allows for direct detection of exchanging solute protons with concurrent water background suppression. METHODS: The proposed method, RACETE (Refocused Acquisition of Chemical Exchange Transferred Excitations), is based on a stimulated-echo-technique, where the first two excitation pulses are replaced by a train of N solute-selective excitation-transfer modules. This excitation cycle is then followed by a stimulated echo acquisition via selective refocusing of exchanged solute protons now present in the solvent pool. RESULTS: The obtained magnitude and phase phantom images demonstrate that with only one RACETE-imaging experiment two different chemical exchange active substances with mMol-concentrations can be detected and distinguished simultaneously. CONCLUSION: The proposed RACETE-approach allows for true positive chemical exchange contrast imaging with the proven ability to exploit magnitude as well as phase image data.


Asunto(s)
Medios de Contraste , Imagen por Resonancia Magnética/métodos , Procesamiento de Imagen Asistido por Computador , Fantasmas de Imagen
15.
Biochimie ; 130: 97-108, 2016 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-27473184

RESUMEN

Nuclear Magnetic Resonance (NMR) provides a highly flexible platform for non invasive analysis and imaging biological samples, since the manipulation of nuclear spin allows the tailoring of experiments to maximize the informativeness of the data. MRI is capable of visualizing a holistic picture of the lipid storage in living plant/seed. This review has sought to explain how the technology can be used to acquire functional and physiological data from plant samples, and how to exploit it to characterize lipid deposition in vivo. At the same time, we have referred to the current limitations of NMR technology as applied to plants, and in particular of the difficulty of transferring methodologies optimized for animal/medical subjects to plant ones. A forward look into likely developments in the field is included, anticipating its key future role in the study of living plant.


Asunto(s)
Metabolismo de los Lípidos , Lípidos/análisis , Imagen por Resonancia Magnética/métodos , Espectroscopía de Resonancia Magnética/métodos , Plantas/metabolismo , Predicción , Lípidos/química , Imagen por Resonancia Magnética/tendencias , Plantas/química , Reproducibilidad de los Resultados , Investigación/tendencias , Semillas/química , Semillas/metabolismo
16.
Front Plant Sci ; 5: 668, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25506350

RESUMEN

An attempt has been made to define the extent to which metabolic flux in central plant metabolism is reflected by changes in the transcriptome and metabolome, based on an analysis of in vitro cultured immature embryos of two oilseed rape (Brassica napus) accessions which contrast for seed lipid accumulation. Metabolic flux analysis (MFA) was used to constrain a flux balance metabolic model which included 671 biochemical and transport reactions within the central metabolism. This highly confident flux information was eventually used for comparative analysis of flux vs. transcript (metabolite). Metabolite profiling succeeded in identifying 79 intermediates within the central metabolism, some of which differed quantitatively between the two accessions and displayed a significant shift corresponding to flux. An RNA-Seq based transcriptome analysis revealed a large number of genes which were differentially transcribed in the two accessions, including some enzymes/proteins active in major metabolic pathways. With a few exceptions, differential activity in the major pathways (glycolysis, TCA cycle, amino acid, and fatty acid synthesis) was not reflected in contrasting abundances of the relevant transcripts. The conclusion was that transcript abundance on its own cannot be used to infer metabolic activity/fluxes in central plant metabolism. This limitation needs to be borne in mind in evaluating transcriptome data and designing metabolic engineering experiments.

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