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1.
Elife ; 102021 09 07.
Article in English | MEDLINE | ID: mdl-34491200

ABSTRACT

With growing populations and pressing environmental problems, future economies will be increasingly plant-based. Now is the time to reimagine plant science as a critical component of fundamental science, agriculture, environmental stewardship, energy, technology and healthcare. This effort requires a conceptual and technological framework to identify and map all cell types, and to comprehensively annotate the localization and organization of molecules at cellular and tissue levels. This framework, called the Plant Cell Atlas (PCA), will be critical for understanding and engineering plant development, physiology and environmental responses. A workshop was convened to discuss the purpose and utility of such an initiative, resulting in a roadmap that acknowledges the current knowledge gaps and technical challenges, and underscores how the PCA initiative can help to overcome them.


Subject(s)
Plant Cells , Agriculture , Chlamydomonas reinhardtii , Chloroplasts , Computational Biology , Image Processing, Computer-Assisted , Plant Cells/physiology , Plant Development , Plants/classification , Plants/genetics , Zea mays
2.
Plant Cell ; 32(7): 2383-2401, 2020 07.
Article in English | MEDLINE | ID: mdl-32358071

ABSTRACT

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.


Subject(s)
Brassica napus/cytology , Brassica napus/metabolism , Seed Storage Proteins/metabolism , Seeds/cytology , Seeds/metabolism , 2S Albumins, Plant/genetics , 2S Albumins, Plant/metabolism , Amino Acids/metabolism , Antigens, Plant/genetics , Antigens, Plant/metabolism , Brassica napus/genetics , Carbon/metabolism , Gene Expression Regulation, Plant , Magnetic Resonance Spectroscopy , Membrane Lipids/genetics , Membrane Lipids/metabolism , Nitrogen/metabolism , Plant Cells , Plant Proteins/genetics , Plant Proteins/metabolism , Plants, Genetically Modified , RNA Interference , Seed Storage Proteins/genetics
3.
Plant J ; 103(1): 83-94, 2020 07.
Article in English | MEDLINE | ID: mdl-31991038

ABSTRACT

Many pathways of primary metabolism are substantially conserved within and across plant families. However, significant differences in organization and fluxes through a reaction network may occur, even between plants in closely related genera. Assessing and understanding these differences is key to appreciating metabolic diversity, and to attempts to engineer plant metabolism for higher crop yields and desired product profiles. To better understand lipid metabolism and seed oil synthesis in canola (Brassica napus), we have characterized four canola homologues of the Arabidopsis (Arabidopsis thaliana) ROD1 gene. AtROD1 encodes phosphatidylcholine:diacylglycerol cholinephosphotransferase (PDCT), the enzyme that catalyzes a major flux of polyunsaturated fatty acids (PUFAs) in oil synthesis. Assays in yeast indicated that only two of the canola genes, BnROD1.A3 and BnROD1.C3, encode active isozymes of PDCT, and these genes are strongly expressed during the period of seed oil synthesis. Loss of expression of BnROD1.A3 and BnROD1.C3 in a double mutant, or by RNA interference, reduced the PUFA content of the oil to 26.6% compared with 32.5% in the wild type. These results indicate that ROD1 isozymes in canola are responsible for less than 20% of the PUFAs that accumulate in the seed oil compared with 40% in Arabidopsis. Our results demonstrate the care needed when translating results from a model species to crop plants.


Subject(s)
Brassica napus/metabolism , Triglycerides/biosynthesis , Arabidopsis/metabolism , Brassica napus/enzymology , Brassica napus/genetics , Fatty Acids, Unsaturated/metabolism , Genes, Plant , Metabolic Networks and Pathways , Plant Proteins/genetics , Plant Proteins/metabolism , RNA Interference , Transcriptome , Transferases (Other Substituted Phosphate Groups)/metabolism
4.
Plant J ; 98(1): 33-41, 2019 04.
Article in English | MEDLINE | ID: mdl-30536486

ABSTRACT

Producing healthy, high-oleic oils and eliminating trans-fatty acids from foods are two goals that can be addressed by reducing activity of the oleate desaturase, FAD2, in oilseeds. However, it is essential to understand the consequences of reducing FAD2 activity on the metabolism, cell biology and physiology of oilseed crop plants. Here, we translate knowledge from studies of fad2 mutants in Arabidopsis (Arabidopsis thaliana) to investigate the limits of non-GMO approaches to maximize oleic acid in the seed oil of canola (Brassica napus), a species that expresses three active FAD2 isozymes. A series of hypomorphic and null mutations in the FAD2.A5 isoform were characterized in yeast (Saccharomyes cerevisiae). Then, four of these were combined with null mutations in the other two isozymes, FAD2.C5 and FAD2.C1. The resulting mutant lines contained 71-87% oleic acid in their seed oil, compared with 62% in wild-type controls. All the mutant lines grew well in a greenhouse, but in field experiments we observed a clear demarcation in plant performance. Mutant lines containing less than 80% oleate in the seed oil were indistinguishable from wild-type controls in growth parameters and seed oil content. By contrast, lines with more than 80% oleate in the seed oil had significantly lower seedling establishment and vigor, delayed flowering and reduced plant height at maturity. These lines also had 7-11% reductions in seed oil content. Our results extend understanding of the B. napusFAD2 isozymes and define the practical limit to increasing oil oleate content in this crop species.


Subject(s)
Brassica napus/genetics , Fatty Acid Desaturases/metabolism , Oleic Acid/metabolism , Oxidoreductases Acting on CH-CH Group Donors/metabolism , Plant Oils/metabolism , Arabidopsis/genetics , Arabidopsis/metabolism , Brassica napus/metabolism , Crops, Agricultural , Fatty Acid Desaturases/genetics , Isoenzymes , Loss of Function Mutation , Oxidoreductases Acting on CH-CH Group Donors/genetics , Plant Proteins/genetics , Plant Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Seeds/genetics , Seeds/metabolism
5.
Nat Biotechnol ; 35(4): 377-382, 2017 04.
Article in English | MEDLINE | ID: mdl-28288105

ABSTRACT

The nutritional value of Brassica seed meals is reduced by the presence of glucosinolates, which are toxic compounds involved in plant defense. Mutation of the genes encoding two glucosinolate transporters (GTRs) eliminated glucosinolates from Arabidopsis thaliana seeds, but translation of loss-of-function phenotypes into Brassica crops is challenging because Brassica is polyploid. We mutated one of seven and four of 12 GTR orthologs and reduced glucosinolate levels in seeds by 60-70% in two different Brassica species (Brassica rapa and Brassica juncea). Reduction in seed glucosinolates was stably inherited over multiple generations and maintained in field trials of two mutant populations at three locations. Successful translation of the gtr loss-of-function phenotype from model plant to two Brassica crops suggests that our transport engineering approach could be broadly applied to reduce seed glucosinolate content in other oilseed crops, such as Camelina sativa or Crambe abyssinica.


Subject(s)
Brassica/genetics , Genetic Enhancement/methods , Glucosinolates/metabolism , Monosaccharide Transport Proteins/genetics , Plant Oils/chemistry , Seeds/genetics , Glucosinolates/analysis , Mutation , Plant Oils/analysis , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Seeds/chemistry
6.
Biotechnol Bioeng ; 113(7): 1522-30, 2016 07.
Article in English | MEDLINE | ID: mdl-26724425

ABSTRACT

Directed evolution of a cyanobacterial Δ9 fatty acid desaturase (DSG) from Synechococcus elongatus, PCC6301 created new, more productive desaturases and revealed the importance of certain amino acid residues to increased desaturation. A codon-optimized DSG open reading frame with an endoplasmic-reticulum retention/retrieval signal appended was used as template for random mutagenesis. Increased desaturation was detected using a novel screen based on complementation of the unsaturated fatty acid auxotrophy of Saccharomyces cerevisiae mutant ole1Δ. Amino acid residues whose importance was discovered by the random processes were further examined by saturation mutation to determine the best amino acid at each identified location in the peptide chain and by combinatorial analysis. One frequently-detected single amino acid change, Q240R, yielded a nearly 25-fold increase in total desaturation in S. cerevisiae. Several other variants of the protein sequence with multiple amino acid changes increased total desaturation more than 60-fold. Many changes leading to increased desaturation were in the vicinity of the canonical histidine-rich regions known to be critical for electron transfer mediated by these di-iron proteins. Expression of these evolved proteins in the seed of Arabidopsis thaliana altered the fatty acid composition, increasing monounsaturated fatty acids and decreasing the level of saturated fatty acid, suggesting a potential application of these desaturases in oilseed crops. Biotechnol. Bioeng. 2016;113: 1522-1530. © 2016 Wiley Periodicals, Inc.


Subject(s)
Cyanobacteria/enzymology , Directed Molecular Evolution/methods , Fatty Acid Desaturases/genetics , Fatty Acids/metabolism , Metabolic Engineering/methods , Saccharomyces cerevisiae/metabolism , Arabidopsis/genetics , Arabidopsis/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cyanobacteria/genetics , Fatty Acid Desaturases/metabolism , Fatty Acids/chemistry , Fatty Acids/genetics , Plant Oils/analysis , Plant Oils/chemistry , Plant Oils/metabolism , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Saccharomyces cerevisiae/genetics
7.
J Exp Bot ; 66(20): 6497-506, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26195728

ABSTRACT

DGAT1 enzymes (acyl-CoA:diacylglycerol acyltransferase 1, EC 2.3.1.20) catalyse the formation of triacylglycerols (TAGs), the most abundant lipids in vegetable oils. Thorough understanding of the enzymology of oil accumulation is critical to the goal of modifying oilseeds for improved vegetable oil production. Four isoforms of BnDGAT1, the final and rate-limiting step in triacylglycerol synthesis, were characterized from Brassica napus, one of the world's most important oilseed crops. Transcriptional profiling of developing B. napus seeds indicated two genes, BnDGAT1-1 and BnDGAT1-2, with high expression and two, BnDGAT1-3 and BnDGAT1-4, with low expression. The activities of each BnDGAT1 isozyme were characterized following expression in a strain of yeast deficient in TAG synthesis. TAG from B. napus seeds contain only 10% palmitic acid (16:0) at the sn-3 position, so it was surprising that all four BnDGAT1 isozymes exhibited strong (4- to 7-fold) specificity for 16:0 over oleic acid (18:1) as the acyl-CoA substrate. However, the ratio of 18:1-CoA to 16:0-CoA in B. napus seeds during the peak period of TAG synthesis is 3:1. When substrate selectivity assays were conducted with 18:1-CoA and 16:0-CoA in a 3:1 ratio, the four isozymes incorporated 18:1 in amounts 2- to 5-fold higher than 16:0. This strong sensitivity of the BnDGAT1 isozymes to the relative concentrations of acyl-CoA substrates substantially explains the observed fatty acid composition of B. napus seed oil. Understanding these enzymes that are critical for triacylglycerol synthesis will facilitate genetic and biotechnological manipulations to improve this oilseed crop.


Subject(s)
Brassica napus/genetics , Diacylglycerol O-Acyltransferase/genetics , Seeds/metabolism , Acyl Coenzyme A/metabolism , Brassica napus/metabolism , Diacylglycerol O-Acyltransferase/metabolism , Diglycerides/metabolism , Fatty Acids/metabolism , Plant Oils/chemistry , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Saccharomyces cerevisiae/genetics , Substrate Specificity
8.
Plant Physiol ; 168(3): 828-48, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25944824

ABSTRACT

Seeds provide the basis for many food, feed, and fuel products. Continued increases in seed yield, composition, and quality require an improved understanding of how the developing seed converts carbon and nitrogen supplies into storage. Current knowledge of this process is often based on the premise that transcriptional regulation directly translates via enzyme concentration into flux. In an attempt to highlight metabolic control, we explore genotypic differences in carbon partitioning for in vitro cultured developing embryos of oilseed rape (Brassica napus). We determined biomass composition as well as 79 net fluxes, the levels of 77 metabolites, and 26 enzyme activities with specific focus on central metabolism in nine selected germplasm accessions. Overall, we observed a tradeoff between the biomass component fractions of lipid and starch. With increasing lipid content over the spectrum of genotypes, plastidic fatty acid synthesis and glycolytic flux increased concomitantly, while glycolytic intermediates decreased. The lipid/starch tradeoff was not reflected at the proteome level, pointing to the significance of (posttranslational) metabolic control. Enzyme activity/flux and metabolite/flux correlations suggest that plastidic pyruvate kinase exerts flux control and that the lipid/starch tradeoff is most likely mediated by allosteric feedback regulation of phosphofructokinase and ADP-glucose pyrophosphorylase. Quantitative data were also used to calculate in vivo mass action ratios, reaction equilibria, and metabolite turnover times. Compounds like cyclic 3',5'-AMP and sucrose-6-phosphate were identified to potentially be involved in so far unknown mechanisms of metabolic control. This study provides a rich source of quantitative data for those studying central metabolism.


Subject(s)
Brassica napus/embryology , Brassica napus/metabolism , Multilevel Analysis , Plant Oils/metabolism , Seeds/embryology , Seeds/metabolism , Tissue Culture Techniques/methods , Amino Acids/metabolism , Biocatalysis , Biomass , Brassica napus/ultrastructure , Carbohydrate Metabolism , Carbon/metabolism , Chromatography, Liquid , Glycolysis , Lipid Metabolism , Mass Spectrometry , Metabolic Flux Analysis , Models, Biological , Plant Proteins/metabolism , Proteome/metabolism , Seeds/ultrastructure , Starch/metabolism , Time Factors
9.
Front Plant Sci ; 5: 668, 2014.
Article in English | MEDLINE | ID: mdl-25506350

ABSTRACT

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.

10.
Plant Cell ; 25(5): 1625-40, 2013 May.
Article in English | MEDLINE | ID: mdl-23709628

ABSTRACT

Constrained to develop within the seed, the plant embryo must adapt its shape and size to fit the space available. Here, we demonstrate how this adjustment shapes metabolism of photosynthetic embryo. Noninvasive NMR-based imaging of the developing oilseed rape (Brassica napus) seed illustrates that, following embryo bending, gradients in lipid concentration became established. These were correlated with the local photosynthetic electron transport rate and the accumulation of storage products. Experimentally induced changes in embryo morphology and/or light supply altered these gradients and were accompanied by alterations in both proteome and metabolome. Tissue-specific metabolic models predicted that the outer cotyledon and hypocotyl/radicle generate the bulk of plastidic reductant/ATP via photosynthesis, while the inner cotyledon, being enclosed by the outer cotyledon, is forced to grow essentially heterotrophically. Under field-relevant high-light conditions, major contribution of the ribulose-1,5-bisphosphate carboxylase/oxygenase-bypass to seed storage metabolism is predicted for the outer cotyledon and the hypocotyl/radicle only. Differences between in vitro- versus in planta-grown embryos suggest that metabolic heterogeneity of embryo is not observable by in vitro approaches. We conclude that in vivo metabolic fluxes are locally regulated and connected to seed architecture, driving the embryo toward an efficient use of available light and space.


Subject(s)
Brassica napus/metabolism , Cotyledon/metabolism , Photosynthesis , Seeds/metabolism , Brassica napus/anatomy & histology , Brassica napus/growth & development , Cotyledon/anatomy & histology , Cotyledon/growth & development , Electron Transport , Electrophoresis, Gel, Two-Dimensional , Lipid Metabolism , Magnetic Resonance Imaging , Mass Spectrometry , Metabolome , Metabolomics/methods , Models, Anatomic , Models, Biological , Plant Proteins/metabolism , Proteome/metabolism , Proteomics/methods , Ribulosephosphates/metabolism , Seeds/anatomy & histology , Seeds/growth & development
11.
J Biol Chem ; 288(4): 2238-45, 2013 Jan 25.
Article in English | MEDLINE | ID: mdl-23192340

ABSTRACT

Globulins are an important group of seed storage proteins in dicotyledonous plants. They are synthesized during seed development, assembled into very compact protein complexes, and finally stored in protein storage vacuoles (PSVs). Here, we report a proteomic investigation on the native composition and structure of cruciferin, the 12 S globulin of Brassica napus. PSVs were directly purified from mature seeds by differential centrifugations. Upon analyses by blue native (BN) PAGE, two major types of cruciferin complexes of ∼ 300-390 kDa and of ∼470 kDa are resolved. Analyses by two-dimensional BN/SDS-PAGE revealed that both types of complexes are composed of several copies of the cruciferin α and ß polypeptide chains, which are present in various isoforms. Protein analyses by two-dimensional isoelectric focusing (IEF)/SDS-PAGE not only revealed different α and ß isoforms but also several further versions of the two polypeptide chains that most likely differ with respect to posttranslational modifications. Overall, more than 30 distinct forms of cruciferin were identified by mass spectrometry. To obtain insights into the structure of the cruciferin holocomplex, a native PSV fraction was analyzed by single particle electron microscopy. More than 20,000 images were collected, classified, and used for the calculation of detailed projection maps of the complex. In contrast to previous reports on globulin structure in other plant species, the cruciferin complex of Brassica napus has an octameric barrel-like structure, which represents a very compact building block optimized for maximal storage of amino acids within minimal space.


Subject(s)
Antigens, Plant/chemistry , Brassica napus/metabolism , Seed Storage Proteins/chemistry , Amino Acids/chemistry , Electrophoresis, Polyacrylamide Gel , Isoelectric Focusing , Microscopy, Electron/methods , Peptides/chemistry , Plant Physiological Phenomena , Plant Proteins/chemistry , Protein Conformation , Protein Isoforms , Protein Structure, Tertiary , Proteomics/methods , Seeds/metabolism , Vacuoles/metabolism
12.
Plant Physiol ; 157(2): 563-73, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21825109

ABSTRACT

ß-glucuronidase (GUS) is a useful reporter for the evaluation of promoter characteristics in transgenic plants. Here, we introduce an original technique to quantify the strength of promoters at subtissue resolution of cell clusters. The method combines cryotomy, laser microdissection, and improved fluorometric analysis of GUS activity using 6-chloro-4-methylumbelliferyl-ß-D-glucuronide as an efficient fluorogenic substrate for kinetic studies in plants. The laser microdissection/6-chloro-4-methylumbelliferyl-ß-D-glucuronide method is robust and reliable in a wide range of GUS expression levels and requires extremely low (few cells) tissue amounts. Suitability of the assay was demonstrated on rapeseed (Brassica napus) plants transformed with a P35S2::GUS construct. GUS expression patterns were visualized and quantified in approximately 30 tissues of vegetative and generative organs. Considerable differences in promoter activity within the tissues are discussed in relation to the cell type and developmental state.


Subject(s)
Brassica napus/genetics , Fluorometry/methods , Laser Capture Microdissection/methods , Promoter Regions, Genetic , Gene Expression Regulation, Plant , Glucuronidase/genetics , Glucuronidase/metabolism , Glucuronides/analysis , Organ Specificity/genetics , Plants, Genetically Modified/genetics
13.
J Biomol Screen ; 10(2): 108-17, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15799954

ABSTRACT

Phage display has proven to be an invaluable instrument in the search for proteins and peptides with optimized or novel functions. The amplification and selection of phage libraries typically involve several operations and handling large bacterial cultures during each round. Purification of the assembled phage particles after rescue adds to the labor and time demand. The authors therefore devised a method, termed rescue and in situ selection and evaluation (RISE), which combines all steps from rescue to binding in a single microwell. To test this concept, wells were precoated with different antibodies, which allowed newly formed phage particles to be captured directly in situ during overnight rescue. Following 6 washing steps, the retained phages could be easily detected in an enzyme-linked immunosorbent assay (ELISA), thus eliminating the need for purification or concentration of the viral particles. As a consequence, RISE enables a rapid characterization of phage-displayed proteins. In addition, this method allowed for the selective enrichment of phages displaying a hemagglutinin (HA) epitope tag, spiked in a 10(4)-fold excess of wild-type background. Because the combination of phage rescue, selection, or evaluation in a single microwell is amenable to automation, RISE may boost the high-throughput screening of smaller sized phage display libraries.


Subject(s)
Bacteriophages/genetics , Bacteriophages/metabolism , Peptide Library , Enzyme-Linked Immunosorbent Assay
14.
Anal Biochem ; 339(1): 9-14, 2005 Apr 01.
Article in English | MEDLINE | ID: mdl-15766704

ABSTRACT

The success of protein optimization through directed molecular evolution depends to a large extent on the size and quality of the displayed library. Current low-fidelity DNA polymerases that are commonly used during random mutagenesis and recombination in vitro display strong mutational preferences, favoring the substitution of certain nucleotides over others. The result is a biased and reduced functional diversity in the library under selection. In an effort to reduce mutational bias, we combined two different low-fidelity DNA polymerases, Taq and Mutazyme, which have opposite mutational spectra. As a first step, random mutants of the Bacillus thuringiensis cry9Ca1 gene were generated by separate error-prone polymerase chain reactions (PCRs) with each of the two polymerases. Subsequent shuffling by staggered extension process (StEP) of the PCR products resulted in intermediate numbers of AT and GC substitutions, compared to the Taq or Mutazyme error-prone PCR libraries. This strategy should allow generating unbiased libraries or libraries with a specific degree of mutational bias by applying optimal mutagenesis frequencies during error-prone PCR and controlling the concentration of template in the shuffling reaction while taking into account the GC content of the target gene.


Subject(s)
Bacillus thuringiensis/chemistry , Bacterial Proteins/genetics , Bacterial Toxins/genetics , DNA/genetics , Endotoxins/genetics , Gene Library , Proteins/genetics , Bacillus thuringiensis Toxins , Bacterial Proteins/metabolism , Bacterial Toxins/metabolism , Cloning, Molecular , Endotoxins/metabolism , Hemolysin Proteins , Mutagenesis , Plasmids , Polymerase Chain Reaction , Taq Polymerase/metabolism
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