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1.
Plant Foods Hum Nutr ; 79(1): 202-208, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38334939

ABSTRACT

Vitamaize lines (VMLs) were created by backcrossing the pigmented aleurone trait into Centro Internacional de Mejoramiento de Maíz y Trigo (CIMMYT) maize lines (CMLs). This study evaluates metabolic differences between the VMLs and their original CMLs. Direct infusion mass spectrometry (DIMS) analyses, carotenoid profiling, total anthocyanins content (TAC) determination, and biochemical evaluation of the quality protein maize (QPM) endosperm trait allowed a comprehensive chemical characterization of the maize lines. DIMS data indicate higher hexoses and trigonelline content for most VMLs; the carotenoid profile revealed a decrease in ß-cryptoxanthin to less than half of the original parent content for two VMLs but an augmentation for one VML. The pigmented aleurone VMLs did not inherit the complex QPM endosperm trait of the QPM CMLs. Except for anthocyanin accumulation, no other metabolites were consistently modified across all the backcross-generated maize lines with a pigmented aleurone trait. These findings suggest using genetic or metabolic markers rather than morphological or visual traits for future breeding programs.


Subject(s)
Anthocyanins , Zea mays , Anthocyanins/metabolism , Zea mays/chemistry , Phenotype , Metabolome , Carotenoids
2.
Molecules ; 27(16)2022 Aug 13.
Article in English | MEDLINE | ID: mdl-36014406

ABSTRACT

Maize is one of the most important crops for human and animal consumption and contains a chemical arsenal essential for survival: flavonoids. Moreover, flavonoids are well known for their beneficial effects on human health. In this review, we decided to organize the information about maize flavonoids into three sections. In the first section, we include updated information about the enzymatic pathway of maize flavonoids. We describe a total of twenty-one genes for the flavonoid pathway of maize. The first three genes participate in the general phenylpropanoid pathway. Four genes are common biosynthetic early genes for flavonoids, and fourteen are specific genes for the flavonoid subgroups, the anthocyanins, and flavone C-glycosides. The second section explains the tissue accumulation and regulation of flavonoids by environmental factors affecting the expression of the MYB-bHLH-WD40 (MBW) transcriptional complex. The study of transcription factors of the MBW complex is fundamental for understanding how the flavonoid profiles generate a palette of colors in the plant tissues. Finally, we also include an update of the biological activities of C3G, the major maize anthocyanin, including anticancer, antidiabetic, and antioxidant effects, among others. This review intends to disclose and integrate the existing knowledge regarding maize flavonoid pigmentation and its relevance in the human health sector.


Subject(s)
Anthocyanins , Zea mays , Anthocyanins/metabolism , Crops, Agricultural/metabolism , Flavonoids/metabolism , Gene Expression Regulation, Plant , Humans , Plant Proteins/genetics , Plant Proteins/metabolism , Zea mays/genetics , Zea mays/metabolism
3.
Plants (Basel) ; 11(3)2022 Jan 18.
Article in English | MEDLINE | ID: mdl-35161219

ABSTRACT

Carbon allocation between vegetative and reproductive tissues impacts cereal grain production. Despite great agricultural importance, sink-source relationships have not been fully characterized at the early reproductive stages in maize. Here, we quantify the accumulation of non-structural carbohydrates and patterns of gene expression in the top internode of the stem and the female inflorescence of maize at the onset of grain filling (reproductive stage R1). Top internode stem and female inflorescence tissues of the Puma maize inbred line were collected at reproductive stage R1 (without pollination) and non-structural carbohydrates were quantified by spectrophotometry. The female inflorescence accumulated starch at higher levels than the top internode of the stem. Global mRNA transcript levels were then evaluated in both tissues by RNA sequencing. Gene expression analysis identified 491 genes differentially expressed between the female inflorescence and the top stem internode. Gene ontology classification of differentially expressed genes showed enrichment for sucrose synthesis, the light-dependent reactions of photosynthesis, and transmembrane transporters. Our results suggest that sugar transporters play a key role in sugar partitioning in the maize stem and reveal previously uncharacterized differences between the female inflorescence and the top internode of the stem at early reproductive stages.

4.
Plants (Basel) ; 9(12)2020 Nov 24.
Article in English | MEDLINE | ID: mdl-33255472

ABSTRACT

Phosphoglycerate kinase (PGK, E.C. 2.7.2.3) interconverts ADP + 1,3-bisphospho-glycerate (1,3-bPGA) to ATP + 3-phosphoglycerate (3PGA). While most bacteria have a single pgk gene and mammals possess two copies, plant genomes contain three or more PGK genes. In this study, we identified five Pgk genes in the Zea mays var. B73 genome, predicted to encode proteins targeted to different subcellular compartments: ZmPgk1, ZmPgk2, and ZmPgk4 (chloroplast), ZmPgk3 (cytosol), and ZmPgk5 (nucleus). The expression of ZmPgk3 was highest in non-photosynthetic tissues (roots and cobs), where PGK activity was also greatest, consistent with a function in glycolysis. Green tissues (leaf blade and husk leaf) showed intermediate levels of PGK activity, and predominantly expressed ZmPgk1 and ZmPgk2, suggesting involvement in photosynthetic metabolism. ZmPgk5 was weakly expressed and ZmPgk4 was not detected in any tissue. Phylogenetic analysis showed that the photosynthetic and glycolytic isozymes of plants clustered together, but were distinct from PGKs of animals, fungi, protozoa, and bacteria, indicating that photosynthetic and glycolytic isozymes of plants diversified after the divergence of the plant lineage from other groups. These results show the distinct role of each PGK in maize and provide the basis for future studies into the regulation and function of this key enzyme.

5.
J Agric Food Chem ; 68(21): 5980-5994, 2020 May 27.
Article in English | MEDLINE | ID: mdl-32379971

ABSTRACT

Corn seeds contain natural pigments and antioxidants, such as the molecular variants of flavonoids and carotenoids. The aleurone and pericarp tissues from pigmented genotypes were extracted for metabolic fingerprinting and evaluated using UV-vis and mass spectrometry (MS). MS ionomic fingerprints classified samples according to genetic background and kernel color. The MS/MS fragmentation pattern (Daughter and Neutral Loss methods) allowed the tentative identification of 18 anthocyanins with glycosyl, malonyl, and succinyl moieties, including 535 m/z for cyanidin-3-O-(6″-malonyl-glucoside) and 621 m/z for cyanidin-3-O-(3″,6″-dimalonyl-glucoside). We also detected 663 m/z for pelargonidin-3-O-(disuccinyl-glucoside) and 633 m/z for peonidin-3-O-(disuccinyl-glucoside). Cyanidin-based anthocyanins were the most abundant in dark purple colored kernels, while pelargonidins predominated in the red-pink kernels of the "Elote occidental" landrace. Grains of "Conico negro" had a simultaneous pigmentation of aleurone and pericarp, while Vitamaize had purple pigmentation only in the aleurone layer. Most landraces had a white endosperm, while Vitamaize had a yellow endosperm and a dark seed coat. We conclude that Vitamaize grains contain both carotenes and anthocyanins, and therefore it is proposed as a nontransgenic agronomically improved variety of tropical purple maize, a good source for organic superfoods.


Subject(s)
Anthocyanins/chemistry , Plant Extracts/chemistry , Zea mays/chemistry , Anthocyanins/analysis , Color , Mexico , Tandem Mass Spectrometry , Zea mays/classification
6.
Plant Foods Hum Nutr ; 75(1): 76-82, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31848854

ABSTRACT

ADP-glucose pyrophosphorylase (AGPase) is a key enzyme of starch synthesis in seeds, tubers and fruits. UDP-glucose pyrophosphorylase (UGPase) is an important enzyme of sucrose metabolism in the cytosol while alkaline phosphatase (ALP) is a marker enzyme of the amyloplast that keeps the production of ADPG by removing PPi. Unripe banana accumulates starch in the pulp during development, while ripe fruits are characterized by the accumulation of soluble sugars. The aim of the study was to compare starch granule structure, carbohydrate levels, subcellular location and activities of three enzymes: AGPase, UGPase and ALP. Protein extracts from the cytosolic and amyloplastidial fractions were obtained from the pulp of banana fruit at three developmental stages (11, 16 and 21 weeks after flowering) and analyzed by electrophoresis and immunodetection. Protein profiles were similar during ripening, showing a main electrophoretic band at 50-55 kDa. Higher protein content was found in the cytosolic than in the amyloplastidial fraction. Starch granules and ALP activity were enriched in the amyloplast, whereas AGPase showed a subcellular distribution similar to UGPase. Immunoblot analysis also confirmed the presence of AGPase in both cytosol and amyloplast. AGPase activity was higher in the cytosol than in the amyloplast. Both AGPase activity and western blot band intensity were highest at 16 weeks. UGPase activity was highest at 21 weeks. We conclude that cytosolic production of ADP-glucose is not an exclusive feature of cereal endosperms due to plant breeding, but it also occurs in fruits of non-domesticated plants such as tropical banana (Musa acuminata). This work increases our understanding about pyrophosphorylase activities in the pulp of banana fruit.


Subject(s)
Musa , Cytosol , Fruit , Glucose-1-Phosphate Adenylyltransferase , Plastids , Starch
7.
Plants (Basel) ; 8(11)2019 Oct 25.
Article in English | MEDLINE | ID: mdl-31731430

ABSTRACT

Leaves of semi-domesticated Diospyros digyna and wild D. rekoi trees, sampled seasonally in Mexico in 2014, were analyzed. Metabolic fingerprints revealed higher metabolite diversity in D. rekoi leaves. The TLC bands characteristic of glycosylated flavonoids, predominant in this species, matched the detection of quercetin and quercetin 3-O-glucuronides by liquid chromatography (UPLC-MS) of spring leaf extracts (LEs). Further gas chromatography (GC-MS) analysis revealed abundant fatty acids, organic acids, and secondary metabolites including trigonelline, p-coumaric, and ferulic and nicotinic acids. Phenolic-like compounds prevailed in D. digyna LEs, while unidentified triterpenoids and dihydroxylated coumarins were detected by UPLC-MS and GC-MS. A paucity of leaf metabolites in leaves of this species, compared to D. rekoi, was evident. Higher antioxidant capacity (AOC) was detected in D. digyna LEs. The AOC was season-independent in D. digyna but not in D. rekoi. The AOC in both species was concentrated in distinct TLC single bands, although seasonal variation in band intensity was observed among trees sampled. The AOC in D. digyna LEs could be ascribed to the coumarin esculetin. The LEs moderately inhibited phytopathogenic bacteria but not fungi. Leaf chemistry differences in these Mesoamerican Diospyros species substantiated previous variability reported in tree physiology and fruit physical chemistry, postulated to result from domestication and seasonality.

8.
Plant Foods Hum Nutr ; 74(2): 247-254, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31054112

ABSTRACT

Direct-injection electron spray ionization mass spectrometry (DIESI-MS) can be used to quantify the whole set of positive and negative ions in complex biological samples. A cherry tomato cultivar was grown inside a greenhouse in soil pots supplemented with different nitrogen sources. Organic cultivation increased fruit dry matter while conventional chemical fertilizers increased yield due to higher water content. While soluble sugars were unaltered, secondary metabolism of tomato fruit was highly sensitive to compost soil supplied to the roots. From a total of ~1647 DIESI-MS signals, 725 revealed significant differences between treatments. Heatmap biclustering showed that ionomic differences were robustly maintained in independent experiments carried out during three consecutive years. The ionomic fingerprints allowed reproducible sample classification, reflecting the effect of organic farming on tomato fruit quality. Specific biomarker ions could be identified for various nitrogen sources. We propose DIESI-MS as an up-front strategy for plant food characterization aiming to identify the ions with the most significant differences across genotypes or agronomic conditions.


Subject(s)
Metabolome , Nitrogen/metabolism , Organic Agriculture , Solanum lycopersicum/chemistry , Biomarkers/analysis , Fertilizers , Fruit/chemistry , Plant Roots/chemistry , Soil/chemistry , Spectrometry, Mass, Electrospray Ionization
9.
Plant Sci ; 274: 45-58, 2018 Sep.
Article in English | MEDLINE | ID: mdl-30080634

ABSTRACT

The legume-rhizobium symbiotic relationship has been widely studied and characterized. However, little information is available about the role of histone lysine methyltransferases in the legume-rhizobium interaction and in the formation of nitrogen-fixing nodules in the common bean. Thus, this study aimed to gain a better understanding of the epigenetic control of nodulation in the common bean. Specifically, we studied the role of PvTRX1h, a histone lysine methyltransferase coding gene, in nodule development and auxin biosynthesis. Through a reverse genetics approach, we generated common bean composite plants to knock-down PvTRX1h expression. Here we found that the down-regulation of PvTRX1h increased the number of nodules per plant, but reduced the number of colony-forming units recovered from nodules. Genes coding for enzymes involved in the synthesis of the indole-3-acetic acid were up-regulated, as was the concentration of this hormone. In addition, PvTRX1h down-regulation altered starch accumulation as determined by the number of amyloplasts per nodule. Metabolic fingerprinting by direct liquid introduction-electrospray ionization-mass spectrometry (DLI-ESI-MS) revealed that the root nodules were globally affected by PvTRX1h down-regulation. Therefore, PvTRX1h likely acts through chromatin histone modifications that alter the auxin signaling network to determine bacterial colonization, nodule number, starch accumulation, hormone levels, and cell proliferation.


Subject(s)
Indoleacetic Acids/metabolism , Phaseolus/metabolism , Plant Proteins/metabolism , Root Nodules, Plant/growth & development , Starch/metabolism , Blotting, Western , Down-Regulation , Microscopy, Fluorescence , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
10.
Plant Mol Biol ; 97(4-5): 385-406, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29948658

ABSTRACT

KEY MESSAGE: The recent release of the maize genome (AGPv4) contains annotation errors of invertase genes and therefore the enzymes are bestly curated manually at the protein level in a comprehensible fashion The synthesis, transport and degradation of sucrose are determining factors for biomass allocation and yield of crop plants. Invertase (INV) is a key enzyme of carbon metabolism in both source and sink tissues. Current releases of the maize genome correctly annotates only two vacuolar invertases (ivr1 and ivr2) and four cell wall invertases (incw1, incw2 (mn1), incw3, and incw4). Our comprehensive survey identified 21 INV isogenes for which we propose a standard nomenclature grouped phylogenetically by amino acid similarity: three vacuolar (INVVR), eight cell wall (INVCW), and ten alkaline/neutral (INVAN) isogenes which form separate dendogram branches due to distinct molecular features. The acidic enzymes were curated for the presence of the DPN tripeptide which is coded by one of the smallest exons reported in plants. Particular attention was placed on the molecular role of INV in vascular tissues such as the nodes, internodes, leaf sheath, husk leaves and roots. We report the expression profile of most members of the maize INV family in nine tissues in two developmental stages, R1 and R3. INVCW7, INVVR2, INVAN8, INVAN9, INVAN10, and INVAN3 displayed the highest absolute expressions in most tissues. INVVR3, INVCW5, INVCW8, and INVAN1 showed low mRNA levels. Expressions of most INVs were repressed from stage R1 to R3, except for INVCW7 which increased significantly in all tissues after flowering. The mRNA levels of INVCW7 in the vegetative stem correlated with a higher transport rate of assimilates from leaves to the cob which led to starch accumulation and growth of the female reproductive organs.


Subject(s)
Computational Biology , Genome, Plant/genetics , Zea mays/enzymology , beta-Fructofuranosidase/genetics , Amino Acid Sequence , Hydrolases/genetics , Hydrolases/metabolism , Isoenzymes , Phylogeny , Plant Proteins/genetics , Plant Proteins/metabolism , Sequence Alignment , Zea mays/genetics , beta-Fructofuranosidase/metabolism
11.
PLoS One ; 12(10): e0187235, 2017.
Article in English | MEDLINE | ID: mdl-29073239

ABSTRACT

This study was performed to test the working hypothesis that the primary determinants influencing seasonal driven modifications in carbon mobilization and other key biochemical parameters in leaves of poorly known Diospyros digyna (Ddg; semi-domesticated; perennial) and D. rekoi (Dre; undomesticated; deciduous) trees are determined by environmental growing conditions, agronomic management and physiological plasticity. Thus, biochemical changes in leaves of both trees were recorded seasonally during two successive fruiting years. Trees were randomly sampled in Western Mexico habitats with differing soil quality, climatic conditions, luminosity, and cultivation practices. Leaves of Ddg had consistently higher total chlorophyll contents (CT) that, unexpectedly, peaked in the winter of 2015. In Dre, the highest leaf CT values recorded in the summer of 2015 inversely correlated with low average luminosity and high Chl a/ Chlb ratios. The seasonal CT variations in Dre were congruent with varying luminosity, whereas those in Ddg were probably affected by other factors, such as fluctuating leaf protein contents and the funneling of light energy to foliar non-structural carbohydrates (NSCs) accumulation, which were consistently higher than those detected in Dre leaves. Seasonal foliar NSC fluctuations in both species were in agreement with the carbon (C) demands of flowering, fruiting and/ or leaf regrowth. Seasonal changes in foliar hexose to sucrose (Hex/ Suc) ratios coincided with cell wall invertase activity in both species. In Dre, high Hex/ Suc ratios in spring leaves possibly allowed an accumulation of phenolic acids, not observed in Ddg. The above results supported the hypothesis proposed by showing that leaf responses to changing environmental conditions differ in perennial and deciduous Diospyros trees, including a dynamic adjustment of NSCs to supply the C demands imposed by reproduction, leaf regrowth and, possibly, stress.


Subject(s)
Carbohydrate Metabolism , Diospyros/metabolism , Seasons , Sucrose/metabolism , Climate , Ecosystem , Mexico , Soil
12.
Genomics Proteomics Bioinformatics ; 14(6): 357-370, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27998811

ABSTRACT

Protein size is an important biochemical feature since longer proteins can harbor more domains and therefore can display more biological functionalities than shorter proteins. We found remarkable differences in protein length, exon structure, and domain count among different phylogenetic lineages. While eukaryotic proteins have an average size of 472 amino acid residues (aa), average protein sizes in plant genomes are smaller than those of animals and fungi. Proteins unique to plants are ∼81aa shorter than plant proteins conserved among other eukaryotic lineages. The smaller average size of plant proteins could neither be explained by endosymbiosis nor subcellular compartmentation nor exon size, but rather due to exon number. Metazoan proteins are encoded on average by ∼10 exons of small size [∼176 nucleotides (nt)]. Streptophyta have on average only ∼5.7 exons of medium size (∼230nt). Multicellular species code for large proteins by increasing the exon number, while most unicellular organisms employ rather larger exons (>400nt). Among subcellular compartments, membrane proteins are the largest (∼520aa), whereas the smallest proteins correspond to the gene ontology group of ribosome (∼240aa). Plant genes are encoded by half the number of exons and also contain fewer domains than animal proteins on average. Interestingly, endosymbiotic proteins that migrated to the plant nucleus became larger than their cyanobacterial orthologs. We thus conclude that plants have proteins larger than bacteria but smaller than animals or fungi. Compared to the average of eukaryotic species, plants have ∼34% more but ∼20% smaller proteins. This suggests that photosynthetic organisms are unique and deserve therefore special attention with regard to the evolutionary forces acting on their genomes and proteomes.


Subject(s)
Plant Proteins/chemistry , Plants/metabolism , Proteins/chemistry , Animals , Bacteria/classification , Bacteria/genetics , Bacteria/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Eukaryota/classification , Eukaryota/genetics , Eukaryota/metabolism , Evolution, Molecular , Exons , Genes, Plant , Humans , Linear Models , Phylogeny , Plant Proteins/genetics , Plant Proteins/metabolism , Plants/classification , Plants/genetics , Proteins/genetics , Proteins/metabolism , Symbiosis
13.
Bioresour Technol ; 198: 611-8, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26433785

ABSTRACT

A parametric study, with an initial load of 15%w/w of dry stover from white corn, was conducted to evaluate the sequential thermochemical hydrolysis (TH), enzymatic saccharification (ES) and fermentation of the whole slurry with ethanologenic Escherichia coli. The TH was designed to release the maximum amount of xylose with a concomitant formation of minimal amounts of furans. It was found that 29.0% or 93.2% of the xylan was recovered as free xylose at 130°C after 8 min in the presence of 1% or 2%w/w H2SO4 and produced only 0.06 or 0.44 g/L of total furans, respectively. After 24h of ES, 76.14-77.18 g/L of monosaccharides (pentoses and hexoses) were obtained. These slurries, which contained 0.03-0.26 g/L of total furans and 5.14-5.91 g/L of acetate, were fermented with 3.7 g/L of ethanologenic E. coli to produce 24.5-23.5 g/L of ethanol.


Subject(s)
Biotechnology/methods , Ethanol/metabolism , Zea mays/chemistry , Enzymes/chemistry , Enzymes/metabolism , Escherichia coli/metabolism , Fermentation , Furans/metabolism , Hexoses/metabolism , Hydrolysis , Monosaccharides/metabolism , Pentoses/metabolism , Plant Shoots/chemistry , Plant Shoots/metabolism , Temperature , Xylose/metabolism , Zea mays/metabolism
14.
J Agric Food Chem ; 63(3): 1042-52, 2015 Jan 28.
Article in English | MEDLINE | ID: mdl-25588121

ABSTRACT

In comparison to the exponential increase of genotyping methods, phenotyping strategies are lagging behind in agricultural sciences. Genetic improvement depends upon the abundance of quantitative phenotypic data and the statistical partitioning of variance into environmental, genetic, and random effects. A metabolic phenotyping strategy was adapted to increase sample throughput while saving reagents, reducing cost, and simplifying data analysis. The chemical profiles of stem extracts from maize plants grown under low nitrogen (LN) or control trial (CT) were analyzed using optimized protocols for direct-injection electrospray ionization mass spectrometry (DIESI-MS). Specific ions significantly decreased or increased because of environmental (LN versus CT) or genotypic effects. Biochemical profiling with DIESI-MS had a superior cost-benefit compared to other standard analytical technologies (e.g., ultraviolet, near-infrared reflectance spectroscopy, high-performance liquid chromatography, and gas chromatography with flame ionization detection) routinely used for plant breeding. The method can be successfully applied in maize, strawberry, coffee, and other crop species.


Subject(s)
Environment , Metabolomics , Phenotype , Plant Extracts/chemistry , Plant Extracts/genetics , Spectrometry, Mass, Electrospray Ionization/methods , Agriculture/methods , Breeding , Genotype , Nitrogen/administration & dosage , Zea mays/chemistry , Zea mays/genetics , Zea mays/growth & development
15.
Planta ; 237(6): 1571-83, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23503782

ABSTRACT

Mitochondrial porins or voltage-dependent anion channels (VDAC) are the main route for solute transport through outer mitochondrial membranes (OMM). In mammals, hexokinase (HK) binds to VDAC, which allows the channeling of ATP synthesized by oxidative phosphorylation toward HK. In plants, although HK has been found associated with OMM, evidence for an interaction with VDAC is scarce. Thus, in this work, we studied the physical and functional interaction between these proteins in beetroot mitochondria. To observe a physical interaction between HK and VDAC, OMM presenting HK activity were prepared from purified mitochondria. Protein complexes were solubilized from OMM with mild detergents and separated by centrifugation in glycerol gradients. Both HK activity and immunodetected VDAC were found in small (9S-13S) and large (>40S) complexes. OMM proteins were also separated according to their hydropathy by serial phase partitioning with Triton X-114. Most of HK activity was found in hydrophobic fractions where VDAC was also present. These results indicated that HK could be bound to VDAC in beetroot mitochondria. The functional interaction of HK with VDAC was demonstrated by observing the effect of apyrase on HK-catalyzed glucose phosphorylation in intact mitochondria. Apyrase, which hydrolyzes freely soluble ATP, competed efficiently with hexokinase for ATP when it was produced outside mitochondria (with PEP and pyruvate kinase), but not when it was produced inside mitochondria by oxidative phosphorylation. These results suggest that HK closely interacts with VDAC in beetroot mitochondria, and that this interaction allows the channeling of respiratory ATP toward HK through VDAC.


Subject(s)
Adenosine Triphosphate/biosynthesis , Beta vulgaris/enzymology , Hexokinase/metabolism , Mitochondria/enzymology , Oxidative Phosphorylation , Plant Proteins/metabolism , Voltage-Dependent Anion Channels/metabolism , Amino Acid Sequence , Hexokinase/chemistry , Hydrophobic and Hydrophilic Interactions , Mass Spectrometry , Mitochondrial Membranes/enzymology , Mitochondrial Proteins/chemistry , Mitochondrial Proteins/metabolism , Molecular Sequence Data , Multiprotein Complexes/metabolism , Plant Proteins/chemistry , Protein Binding
16.
BMC Res Notes ; 5: 85, 2012 Feb 01.
Article in English | MEDLINE | ID: mdl-22296664

ABSTRACT

BACKGROUND: The sizes of proteins are relevant to their biochemical structure and for their biological function. The statistical distribution of protein lengths across a diverse set of taxa can provide hints about the evolution of proteomes. RESULTS: Using the full genomic sequences of over 1,302 prokaryotic and 140 eukaryotic species two datasets containing 1.2 and 6.1 million proteins were generated and analyzed statistically. The lengthwise distribution of proteins can be roughly described with a gamma type or log-normal model, depending on the species. However the shape parameter of the gamma model has not a fixed value of 2, as previously suggested, but varies between 1.5 and 3 in different species. A gamma model with unrestricted shape parameter described best the distributions in ~48% of the species, whereas the log-normal distribution described better the observed protein sizes in 42% of the species. The gamma restricted function and the sum of exponentials distribution had a better fitting in only ~5% of the species. Eukaryotic proteins have an average size of 472 aa, whereas bacterial (320 aa) and archaeal (283 aa) proteins are significantly smaller (33-40% on average). Average protein sizes in different phylogenetic groups were: Alveolata (628 aa), Amoebozoa (533 aa), Fornicata (543 aa), Placozoa (453 aa), Eumetazoa (486 aa), Fungi (487 aa), Stramenopila (486 aa), Viridiplantae (392 aa). Amino acid composition is biased according to protein size. Protein length correlated negatively with %C, %M, %K, %F, %R, %W, %Y and positively with %D, %E, %Q, %S and %T. Prokaryotic proteins had a different protein size bias for %E, %G, %K and %M as compared to eukaryotes. CONCLUSIONS: Mathematical modeling of protein length empirical distributions can be used to asses the quality of small ORFs annotation in genomic releases (detection of too many false positive small ORFs). There is a negative correlation between average protein size and total number of proteins among eukaryotes but not in prokaryotes. The %GC content is positively correlated to total protein number and protein size in prokaryotes but not in eukaryotes. Small proteins have a different amino acid bias than larger proteins. Compared to prokaryotic species, the evolution of eukaryotic proteomes was characterized by increased protein number (massive gene duplication) and substantial changes of protein size (domain addition/subtraction).

17.
Plant Mol Biol ; 78(4-5): 377-92, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22228409

ABSTRACT

Sucrose synthase (SUS) is a key enzyme of carbon metabolism in heterotrophic tissues of plants. The Arabidopsis genome contains six SUS genes. Two members of this family, namely AtSUS2 (At5g49190) and AtSUS3 (At4g02280) are strongly and differentially expressed in Arabidopsis seed. Expression analysis was carried out using SUS:promoter-GUS fusion lines in a wild-type genetic background or in a mutant carrying a lesion in the transcription factor LEAFY COTYLEDON 2 (LEC2; At1g28300). The accumulation patterns of mRNA, protein, and SUS activity were altered in the lec2 mutant during seed development 9-18 days after flowering. This indicates that LEC2 acts epistatically on the expression of AtSUS2 and AtSUS3. It appears that LEC2 is required for cotyledon-specific expression of both SUS genes but it is not responsible for expression in the radicle tip during embryo development. The AtSUS2 promoter was induced in planta by feeding of glucose but less so by sucrose and trehalose. Non-phosphorylable glucose analogs such as 3-O-methyl-glucose and 2-deoxyglucose also caused an induction, suggesting that sugar signaling proceeds by a hexokinase-independent pathway, possibly involving hexose sensing. Analysis of transgenic lines carrying of truncated versions of the AtSUS2:promoter fused to Beta-glucuronidase activity revealed an internal 421 bp region that was responsible for expression in seeds. Bioinformatic sequence analysis revealed regulatory cis-elements putatively responsible for the spatio-temporal pattern of AtSUS2 expression such as the SEF3 (aaccca) and W-box (ttgact) motifs. These findings are discussed in relation to the roles played by AtSUS2, AtSUS3 and LEC2 in the biosynthesis of seed storage products in Arabidopsis.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/genetics , Glucose/metabolism , Seeds/growth & development , Transcription Factors/metabolism , 3-O-Methylglucose/pharmacology , Arabidopsis/drug effects , Arabidopsis/metabolism , Arabidopsis Proteins/genetics , Binding Sites , Cotyledon/genetics , Deoxyglucose/pharmacology , Flowers , Gene Expression Regulation, Plant , Glucose/pharmacology , Glucosyltransferases/genetics , Glucosyltransferases/metabolism , Glucuronidase/genetics , Glucuronidase/metabolism , Multigene Family , Mutation , Plants, Genetically Modified , Promoter Regions, Genetic , Seeds/genetics , Seeds/metabolism , Sucrose/metabolism , Sucrose/pharmacology , Transcription Factors/genetics , Trehalose/metabolism , Trehalose/pharmacology
18.
Plant Mol Biol ; 77(1-2): 159-83, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21695572

ABSTRACT

The hydrolysis of beta-D: -glucosidic bonds which is required for the liberation of many physiologically important compounds is catalyzed by the enzyme beta-glucosidase (BGLU, EC 3.2.1.21). BGLUs are implicated in several processes in plants, such as the timely response to biotic and abiotic stresses through activation of phytohormones and defense compounds. We identified 26 BGLU isozymes in the genome of the maize inbred B73 and propose a standardized nomenclature for all Zea mays BGLU paralogs (Zmbglu1-Zmbglu26). We characterized their intron-exon structure, protein features, phylogenetic relationships, and measured their expression and activity in various tissues under different environmental conditions. Sequence alignments revealed some characteristic motifs (conserved amino acids) and specific differences among different isozymes. Analysis of putative signal peptides suggested that some BGLUs are plastidic, whereas others are mitochondrial, cytosolic, vacuolar or secreted. Microarray and RT-PCR analysis showed that each member of the Zmbglu family had a characteristic expression pattern with regard to tissue specificity and response to different abiotic conditions. The source of variance for gene expression was highest for the type of organ analyzed (tissue variance) than for the growth conditions (environmental variance) or genotype (genetic variance). Analysis of promoter sequences revealed that each Zmbglu paralog possesses a distinct set of cis elements and transcription factor binding sites. Since there are no two Zmbglu paralogs that have identical molecular properties, we conclude that gene subfunctionalization in maize occurs much more rapidly than gene duplication.


Subject(s)
Genome, Plant , Multigene Family , Plant Proteins/genetics , Zea mays/enzymology , beta-Glucosidase/genetics , Amino Acid Sequence , Chromosome Mapping , Gene Expression Profiling , Genotype , Isoenzymes/chemistry , Isoenzymes/genetics , Isoenzymes/metabolism , Molecular Sequence Data , Oligonucleotide Array Sequence Analysis , Phylogeny , Plant Proteins/chemistry , Plant Proteins/metabolism , Promoter Regions, Genetic , Reverse Transcriptase Polymerase Chain Reaction , Sequence Alignment , Zea mays/genetics , beta-Glucosidase/chemistry , beta-Glucosidase/metabolism
19.
J Plant Physiol ; 168(16): 1891-900, 2011 Nov 01.
Article in English | MEDLINE | ID: mdl-21665323

ABSTRACT

The transcription factor LEAFY COTYLEDON 2 (LEC2; At1g28300) is preferentially expressed in developing seeds of Arabidopsis. Detailed biochemical analysis of a loss-of-function lec2 mutant was carried out in seeds 6-21 days after flowering (DAF). In comparison to wild type controls, lec2 seeds had 15% less protein and 30% less oil, but accumulated 140% more sucrose and >5-fold more starch. We also quantified biomass and carbohydrates in the seed coat and embryo. The lec2 mutant had smaller seeds and an altered proportion of dry weight (bigger seed coat and smaller embryos). Mutant plants produced less mature seeds per silique and the harvest index was reduced. Soluble sugars (glucose, fructose and sucrose) was accumulated in the seed coat of the lec2 mutant, whereas the opposite effect was observed in the embryos (decrease in comparison to wild type). The rate of starch synthesis increased during early development, whereas the rate of starch degradation was diminished during late development, leading to higher residual starch in mature seed of the mutant. Starch accumulated in both seed coat and embryo. Homozygous mutant plants produced seeds that could germinate well if they were harvested immaturely, whereas seeds that became dry during maturity lost their germination efficiency very rapidly. We conclude that the LEC2 transcription factor not only controls cotyledon identity and morphology as previously reported, but also alters: (1) the delivery of photosynthates from the seed coat to the embryo (sink strength), (2) carbon partitioning towards different storage compounds (oil, proteins and carbohydrates), (3) the rate of starch synthesis and degradation in developing seeds and (4) germination capacity of dry seeds.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/growth & development , Fatty Acids/metabolism , Seeds/growth & development , Starch/metabolism , Sucrose/metabolism , Transcription Factors/metabolism , Arabidopsis/genetics , Arabidopsis/physiology , Arabidopsis Proteins/genetics , Carbohydrate Metabolism , Germination/physiology , Mutagenesis, Insertional , Plant Leaves/genetics , Plant Leaves/metabolism , Seeds/genetics , Seeds/metabolism , Time Factors , Transcription Factors/genetics
20.
J Agric Food Chem ; 57(16): 7233-8, 2009 Aug 26.
Article in English | MEDLINE | ID: mdl-19624133

ABSTRACT

Biofortification programs in maize have led to the development of quality protein maize (QPM) with increased contents of the essential amino acids lysine and tryptophan, and increased nutritional value for protein deficient populations where maize is a staple food. Because multiple genetic systems control and modify the protein quality of QPM, tryptophan or lysine monitoring is required to maximize genetic gain in breeding programs. The objective of this work was to develop an accurate, reliable, and inexpensive method for tryptophan analysis in whole-grain maize flour to support QPM research efforts around the world. Tryptophan reacts with glyoxylic acid in the presence of sulfuric acid and ferric chloride, producing a colored compound that absorbs at 560 nm. A series of experiments varying the reagent concentrations, hydrolysis time, and length of the colorimetric reaction resulted in an optimized protocol which uses 0.1 M glyoxylic acid in 7 N sulfuric acid and 1.8 mM ferric chloride, and 30 min reaction time. This method produced stable and reproducible results for tryptophan concentration in whole-grain maize flour and was validated by comparison with data obtained using an acetic acid-based colorimetric procedure (r(2) = 0.80) and high pressure liquid chromatography (HPLC) (r(2) = 0.71). We describe adaptations that permit high throughput application of this tryptophan analysis method using a microplate platform.


Subject(s)
Colorimetry/methods , Plant Proteins/analysis , Tryptophan/analysis , Zea mays/chemistry , Colorimetry/economics , Flour/analysis , Nutritive Value , Seeds/chemistry
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