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1.
Biology (Basel) ; 5(2)2016 May 17.
Article in English | MEDLINE | ID: mdl-27196939

ABSTRACT

The assessment of gene expression levels is an important step toward elucidating gene functions temporally and spatially. Decades ago, typical studies were focusing on a few genes individually, whereas now researchers are able to examine whole genomes at once. The upgrade of throughput levels aided the introduction of systems biology approaches whereby cell functional networks can be scrutinized in their entireties to unravel potential functional interacting components. The birth of systems biology goes hand-in-hand with huge technological advancements and enables a fairly rapid detection of all transcripts in studied biological samples. Even so, earlier technologies that were restricted to probing single genes or a subset of genes still have their place in research laboratories. The objective here is to highlight key approaches used in gene expression analysis in plant responses to environmental stresses, or, more generally, any other condition of interest. Northern blots, RNase protection assays, and qPCR are described for their targeted detection of one or a few transcripts at a once. Differential display and serial analysis of gene expression represent non-targeted methods to evaluate expression changes of a significant number of gene transcripts. Finally, microarrays and RNA-seq (next-generation sequencing) contribute to the ultimate goal of identifying and quantifying all transcripts in a cell under conditions or stages of study. Recent examples of applications as well as principles, advantages, and drawbacks of each method are contrasted. We also suggest replacing the term "Next-Generation Sequencing (NGS)" with another less confusing synonym such as "RNA-seq", "high throughput sequencing", or "massively parallel sequencing" to avoid confusion with any future sequencing technologies.

3.
Arch Biochem Biophys ; 536(1): 87-96, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23800877

ABSTRACT

The reversible reaction catalyzed by serine hydroxymethyltransferase (SHMT) is the major one-carbon unit source for essential metabolic processes. The Arabidopsis thaliana genome encodes seven SHMT isozymes localized in mitochondria, plastids, nuclei, and the cytosol. Knowledge of the biochemical properties of each isozyme is central to understanding and manipulating one-carbon metabolism in plants. We heterologously expressed and purified three recombinant SHMTs from A. thaliana (AtSHMTs) putatively localized in mitochondria (two) and the cytosol (one). Their biochemical properties were characterized with respect to the impact of folate polyglutamylation on substrate saturation kinetics. The two mitochondrial AtSHMTs, but not the cytosolic one, had increased turnover rates at higher (>0.4ng/µL) enzyme concentrations in the presence of monoglutamylated folate substrates, but not in the presence of pentaglutamylated folate substrates. We found no experimental support for a change in oligomerization state over the range of enzyme concentration studied. Modeling of the enzyme structures presented features that may explain the activity differences between the mitochondrial and cytosolic isozymes.


Subject(s)
Arabidopsis/enzymology , Arabidopsis/metabolism , Folic Acid/metabolism , Glycine Hydroxymethyltransferase/metabolism , Mitochondria/enzymology , Peptides/metabolism , Amino Acid Sequence , Arabidopsis/chemistry , Arabidopsis/genetics , Cloning, Molecular , Enzyme Activation , Glycine Hydroxymethyltransferase/chemistry , Glycine Hydroxymethyltransferase/genetics , Kinetics , Mitochondria/chemistry , Mitochondria/genetics , Mitochondria/metabolism , Models, Molecular , Molecular Sequence Data , Protein Multimerization , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Sequence Alignment , Tetrahydrofolates/metabolism
5.
Plant Physiol ; 142(4): 1574-88, 2006 Dec.
Article in English | MEDLINE | ID: mdl-17085515

ABSTRACT

Our understanding of the interaction of carbon (C) metabolism with nitrogen (N) metabolism and growth is based mainly on studies of responses to environmental treatments, and studies of mutants and transformants. Here, we investigate which metabolic parameters vary and which parameters change in a coordinated manner in 24 genetically diverse Arabidopsis (Arabidopsis thaliana) accessions, grown in C-limited conditions. The accessions were grown in short days, moderate light, and high nitrate, and analyzed for rosette biomass, levels of structural components (protein, chlorophyll), total phenols and major metabolic intermediates (sugars, starch, nitrate, amino acids), and the activities of seven representative enzymes from central C and N metabolism. The largest variation was found for plant weight, reducing sugars, starch at the end of the night, and several enzyme activities. High levels of one sugar correlated with high levels of other sugars and starch, and a trend to increased amino acids, slightly lower nitrate, and higher protein. The activities of enzymes at the interface of C and N metabolism correlated with each other, but were unrelated to carbohydrates, amino acid levels, and total protein. Rosette weight was unrelated or showed a weak negative trend to sugar and amino acid contents at the end of the day in most of the accessions, and was negatively correlated with starch at the end of the night. Rosette weight was positively correlated with several enzyme activities. We propose that growth is not related to the absolute levels of starch, sugars, and amino acids; instead, it is related to flux, which is indicated by the enzymatic capacity to use these central resources.


Subject(s)
Arabidopsis/metabolism , Carbon/metabolism , Amino Acids/metabolism , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis Proteins/metabolism , Biomass , Carbohydrate Metabolism , Chlorophyll/metabolism , Genetic Variation , Genotype , Light , Nitrates/metabolism , Nitrogen/metabolism , Phenols/metabolism , Photoperiod , Starch/metabolism
6.
Plant J ; 41(4): 501-11, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15686515

ABSTRACT

The heterotetrameric, allosterically regulated enzyme, adenosine-5'-diphosphoglucose pyrophosphorylase (AGPase) catalyzes the rate-limiting step in starch synthesis. Despite vast differences in allosteric properties and a long evolutionary separation, heterotetramers of potato small subunit and maize large subunit have activity comparable to either parent in an Escherichia coli expression system. In contrast, co-expression of maize small subunit with the potato large subunit produces little activity as judged by in vivo activity stain. To pinpoint the region responsible for differential activity, we expressed chimeric maize/potato small subunits in E. coli. This identified a 55-amino acid motif of the potato small subunit that is critical for glycogen production when expressed with the potato large subunit. Potato and maize small subunit sequences differ at five amino acids in this motif. Replacement experiments revealed that at least four amino acids of maize origin were required to reduce staining. An AGPase composed of a chimeric potato small subunit containing the 55-amino acid maize motif with the potato large subunit exhibited substantially less affinity for the substrates, glucose-1-phosphate and ATP and an increased Ka for the activator, 3-phosphoglyceric acid. Placement of the potato motif into the maize small subunit restored glycogen synthesis with the potato large subunit. Hence, a small polymorphic motif within the small subunit influences both catalytic and allosteric properties by modulating subunit interactions.


Subject(s)
Nucleotidyltransferases/chemistry , Nucleotidyltransferases/genetics , Polymorphism, Genetic , Solanum tuberosum/enzymology , Zea mays/enzymology , Amino Acid Motifs/genetics , Amino Acid Motifs/physiology , Amino Acid Sequence , Escherichia coli , Glucose-1-Phosphate Adenylyltransferase , Molecular Sequence Data , Mutagenesis, Site-Directed , Organisms, Genetically Modified , Recombinant Fusion Proteins , Sequence Alignment
7.
Plant Physiol ; 135(1): 137-44, 2004 May.
Article in English | MEDLINE | ID: mdl-15122037

ABSTRACT

The allosteric enzyme ADP-Glc pyrophosphorylase (AGPase) catalyzes the synthesis of ADP-Glc, a rate-limiting step in starch synthesis. Plant AGPases are heterotetramers, most of which are activated by 3-phosphoglyceric acid (3-PGA) and inhibited by phosphate. The objectives of these studies were to test a hypothesis concerning the relative roles of the two subunits and to identify regions in the subunits important in allosteric regulation. We exploited an Escherichia coli expression system and mosaic AGPases composed of potato (Solanum tuberosum) tuber and maize (Zea mays) endosperm subunit fragments to pursue this objective. Whereas potato and maize subunits have long been separated by speciation and evolution, they are sufficiently similar to form active mosaic enzymes. Potato tuber and maize endosperm AGPases exhibit radically different allosteric properties. Hence, comparing the kinetic properties of the mosaics to those of the maize endosperm and potato tuber AGPases has enabled us to identify regions important in regulation. The data herein conclusively show that both subunits are involved in the allosteric regulation of AGPase. Alterations in the small subunit condition drastically different allosteric properties. In addition, extent of 3-PGA activation and extent of 3-PGA affinity were found to be separate entities, mapping to different regions in both subunits.


Subject(s)
Nucleotidyltransferases/genetics , Solanum tuberosum/enzymology , Zea mays/enzymology , Adenosine Diphosphate Glucose/biosynthesis , Allosteric Regulation/genetics , Allosteric Regulation/physiology , Enzyme Activation , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Plant , Glucose-1-Phosphate Adenylyltransferase , Glyceric Acids/metabolism , Kinetics , Nucleotidyltransferases/metabolism , Phosphates/antagonists & inhibitors , Phosphates/metabolism , Plant Tubers/enzymology , Plant Tubers/genetics , Protein Subunits/genetics , Protein Subunits/metabolism , Seeds/enzymology , Seeds/genetics , Solanum tuberosum/genetics , Zea mays/genetics
8.
Planta ; 217(3): 449-56, 2003 Jul.
Article in English | MEDLINE | ID: mdl-14520572

ABSTRACT

Adenosine diphosphate glucose pyrophosphorylase (AGPase; EC 2.7.7.27) synthesizes the starch precursor, ADP-glucose. It is a rate-limiting enzyme in starch biosynthesis and its activation by 3-phosphoglyceric acid (3PGA) and/or inhibition by inorganic phosphate (Pi) are believed to be physiologically important. Leaf, tuber and cereal embryo AGPases are highly sensitive to these effectors, whereas endosperm AGPases are much less responsive. Two hypotheses can explain the 3PGA activation differences. Compared to leaf AGPases, endosperm AGPases (i) lack the marked ability to be activated by 3PGA or (ii) they are less dependent on 3PGA for activity. The absence of purified preparations has heretofore negated answering this question. To resolve this issue, heterotetrameric maize ( Zea mays L.) endosperm and potato ( Solanum tuberosum L.) tuber AGPases expressed in Escherichia coli were isolated and the relative amounts of enzyme protein were measured by reaction to antibodies against a motif resident in both small subunits. Resulting reaction rates of both AGPases are comparable in the presence but not in the absence of 3PGA when expressed on an active-protein basis. We also placed the potato tuber UpReg1 mutation into the maize AGPase. This mutation greatly enhances 3PGA sensitivity of the potato AGPase but it has little effect on the maize AGPase. Thirdly, lysines known to bind 3PGA in potato tuber AGPase, but missing from the maize endosperm AGPase, were introduced into the maize enzyme. These had minimal effect on maize endosperm activity. In conclusion, the maize endosperm AGPase is not nearly as dependent on 3PGA for activity as is the potato tuber AGPase.


Subject(s)
Glyceric Acids/pharmacology , Nucleotidyltransferases/metabolism , Solanum tuberosum/enzymology , Zea mays/enzymology , Enzyme Activation/drug effects , Enzyme Inhibitors/pharmacology , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression Regulation, Enzymologic/drug effects , Gene Expression Regulation, Plant/drug effects , Glucose-1-Phosphate Adenylyltransferase , Nucleotidyltransferases/antagonists & inhibitors , Phosphates/pharmacology , Plant Leaves/drug effects , Plant Leaves/enzymology , Plant Stems/drug effects , Plant Stems/enzymology , Seeds/drug effects , Seeds/enzymology , Solanum tuberosum/genetics , Zea mays/genetics
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