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1.
Plant Cell Environ ; 46(9): 2694-2710, 2023 09.
Article in English | MEDLINE | ID: mdl-37219338

ABSTRACT

Measurements of oxygen isotope enrichment of leaf water above source water (Δ18 OLW ) can improve our understanding of the interaction between leaf anatomy and physiology on leaf water transport. Models have been developed to predict Δ18 OLW such as the string-of-lakes model, which describes the mixing of leaf water pools, and the Péclet effect model, which incorporates transpiration rate and the mixing length between unenriched xylem and enriched mesophyll water in the mesophyll (Lm ) or veins (Lv ). Here we compare measurements and models of Δ18 OLW on two cell wall composition mutants grown under two light intensities and relative humidities to evaluate cell wall properties on leaf water transport. In maize (Zea mays), the compromised ultrastructure of the suberin lamellae in the bundle sheath of the ALIPHATIC SUBERIN FERULOYL TRANSFERASE mutant (Zmasft) reduced barriers to apoplastic water movement, resulting in higher E and, potentially, Lv and, consequently, lower Δ18 OLW . The difference in Δ18 OLW in cellulose synthase-like F6 (CslF6) mutants and wild-type of rice (Oryza sativa) grown under two light intensities co-varied with stomatal density. These results show that cell wall composition and stomatal density influence Δ18 OLW and that stable isotopes can facilitate the development of a physiologically and anatomically explicit water transport model.


Subject(s)
Oryza , Water , Oxygen Isotopes/analysis , Water/analysis , Plant Leaves/physiology , Zea mays , Light , Oxygen
2.
Sci Rep ; 13(1): 1960, 2023 02 03.
Article in English | MEDLINE | ID: mdl-36737660

ABSTRACT

Certain cultivars of maize show increased tolerance to water deficit conditions by maintenance of root growth. To better understand the molecular mechanisms related to this adaptation, nodal root growth zone samples were collected from the reference inbred line B73 and inbred line FR697, which exhibits a relatively greater ability to maintain root elongation under water deficits. Plants were grown under various water stress levels in both field and controlled environment settings. FR697-specific RNA-Seq datasets were generated and used for a de novo transcriptome assembly to characterize any genotype-specific genetic features. The assembly was aided by an Iso-Seq library of transcripts generated from various FR697 plant tissue samples. The Necklace pipeline was used to combine a Trinity de novo assembly along with a reference guided assembly and the Viridiplantae proteome to generate an annotated consensus "SuperTranscriptome" assembly of 47,915 transcripts with a N50 of 3152 bp in length. The results were compared by Blastn to maize reference genes, a Benchmarking Universal Single-Copy Orthologs (BUSCO) genome completeness report and compared with three maize reference genomes. The resultant 'SuperTranscriptome' was demonstrated to be of high-quality and will serve as an important reference for analysis of the maize nodal root transcriptomic response to environmental perturbations.


Subject(s)
Transcriptome , Zea mays , Zea mays/genetics , Molecular Sequence Annotation , Gene Expression Profiling/methods , Genome , Plants
3.
Physiol Plant ; 174(2): e13672, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35297059

ABSTRACT

Advances in next-generation sequencing and other high-throughput technologies have facilitated multiomics research, such as genomics, epigenomics, transcriptomics, proteomics, metabolomics, and phenomics. The resultant emerging multiomics data have brought new challenges as well as opportunities, as seen in the plant and agriculture science domains. We reviewed several bioinformatic and computational methods, models, and platforms, and we have highlighted some of our in-house developed efforts aimed at multiomics data analysis, integration, and management issues faced by the research community. A case study using multiomics datasets generated from our studies of maize nodal root growth under water deficit stress demonstrates the power of these datasets and some other publicly available tools. This analysis also sheds light on the landscape of such applied bioinformatic tools currently available for plant and crop science studies and introduces emerging trends and how they may affect the future.


Subject(s)
Computational Biology , Zea mays , Agriculture , Computational Biology/methods , Genomics/methods , Plants , Water , Zea mays/genetics
4.
Plant Cell ; 33(10): 3348-3366, 2021 10 11.
Article in English | MEDLINE | ID: mdl-34323976

ABSTRACT

Carbohydrate partitioning from leaves to sink tissues is essential for plant growth and development. The maize (Zea mays) recessive carbohydrate partitioning defective28 (cpd28) and cpd47 mutants exhibit leaf chlorosis and accumulation of starch and soluble sugars. Transport studies with 14C-sucrose (Suc) found drastically decreased export from mature leaves in cpd28 and cpd47 mutants relative to wild-type siblings. Consistent with decreased Suc export, cpd28 mutants exhibited decreased phloem pressure in mature leaves, and altered phloem cell wall ultrastructure in immature and mature leaves. We identified the causative mutations in the Brittle Stalk2-Like3 (Bk2L3) gene, a member of the COBRA family, which is involved in cell wall development across angiosperms. None of the previously characterized COBRA genes are reported to affect carbohydrate export. Consistent with other characterized COBRA members, the BK2L3 protein localized to the plasma membrane, and the mutants condition a dwarf phenotype in dark-grown shoots and primary roots, as well as the loss of anisotropic cell elongation in the root elongation zone. Likewise, both mutants exhibit a significant cellulose deficiency in mature leaves. Therefore, Bk2L3 functions in tissue growth and cell wall development, and this work elucidates a unique connection between cellulose deposition in the phloem and whole-plant carbohydrate partitioning.


Subject(s)
Carbohydrate Metabolism , Cell Wall/metabolism , Plant Proteins/genetics , Zea mays/genetics , Plant Proteins/metabolism , Zea mays/metabolism
5.
Plant Cell Physiol ; 58(9): 1442-1460, 2017 Sep 01.
Article in English | MEDLINE | ID: mdl-28922744

ABSTRACT

Carbohydrate partitioning is the process of carbon assimilation and distribution from source tissues, such as leaves, to sink tissues, such as stems, roots and seeds. Sucrose, the primary carbohydrate transported long distance in many plant species, is loaded into the phloem and unloaded into distal sink tissues. However, many factors, both genetic and environmental, influence sucrose metabolism and transport. Therefore, understanding the function and regulation of sugar transporters and sucrose metabolic enzymes is key to improving agriculture. In this review, we highlight recent findings that (i) address the path of phloem loading of sucrose in rice and maize leaves; (ii) discuss the phloem unloading pathways in stems and roots and the sugar transporters putatively involved; (iii) describe how heat and drought stress impact carbohydrate partitioning and phloem transport; (iv) shed light on how plant pathogens hijack sugar transporters to obtain carbohydrates for pathogen survival, and how the plant employs sugar transporters to defend against pathogens; and (v) discuss novel roles for sugar transporters in plant biology. These exciting discoveries and insights provide valuable knowledge that will ultimately help mitigate the impending societal challenges due to global climate change and a growing population by improving crop yield and enhancing renewable energy production.


Subject(s)
Membrane Transport Proteins/metabolism , Plants/metabolism , Sugars/metabolism , Carbohydrate Metabolism , Heat-Shock Response , Phloem/metabolism , Plants/microbiology
6.
Plant Physiol ; 171(3): 1905-20, 2016 07.
Article in English | MEDLINE | ID: mdl-27217494

ABSTRACT

Traditional marker-based mapping and next-generation sequencing was used to determine that the Arabidopsis (Arabidopsis thaliana) low cell wall arabinose mutant murus5 (mur5) encodes a defective allele of REVERSIBLY GLYCOSYLATED POLYPEPTIDE2 (RGP2). Marker analysis of 13 F2 confirmed mutant progeny from a recombinant mapping population gave a rough map position on the upper arm of chromosome 5, and deep sequencing of DNA from these 13 lines gave five candidate genes with G→A (C→T) transitions predicted to result in amino acid changes. Of these five, only insertional mutant alleles of RGP2, a gene that encodes a UDP-arabinose mutase that interconverts UDP-arabinopyranose and UDP-arabinofuranose, exhibited the low cell wall arabinose phenotype. The identities of mur5 and two SALK insertional alleles were confirmed by allelism tests and overexpression of wild-type RGP2 complementary DNA placed under the control of the 35S promoter in the three alleles. The mur5 mutation results in the conversion of cysteine-257 to tyrosine-257 within a conserved hydrophobic cluster predicted to be distal to the active site and essential for protein stability and possible heterodimerization with other isoforms of RGP.


Subject(s)
Arabidopsis Proteins/genetics , Arabidopsis Proteins/metabolism , Arabidopsis/cytology , Arabinose/metabolism , Cell Wall/metabolism , Glucosyltransferases/genetics , Glucosyltransferases/metabolism , Alleles , Arabidopsis/genetics , Arabidopsis Proteins/chemistry , Arabinose/genetics , Cell Wall/genetics , Chromosome Mapping , Chromosomes, Plant , Gene Expression Regulation, Plant , Genetic Complementation Test , Glucosyltransferases/chemistry , High-Throughput Nucleotide Sequencing , Mutation , Plants, Genetically Modified , Protein Domains , Protein Folding , Protein Stability , Sequence Homology, Amino Acid
7.
Nat Biotechnol ; 32(11): 1158-65, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25306245

ABSTRACT

C4 and C3 photosynthesis differ in the efficiency with which they consume water and nitrogen. Engineering traits of the more efficient C4 photosynthesis into C3 crops could substantially increase crop yields in hot, arid conditions. To identify differences between C4 and C3 photosynthetic mechanisms, we profiled metabolites and gene expression in the developing leaves of Zea mays (maize), a C4 plant, and Oryza sativa (rice), a C3 plant, using a statistical method named the unified developmental model (UDM). Candidate cis-regulatory elements and transcription factors that might regulate photosynthesis were identified, together with differences between C4 and C3 nitrogen and carbon metabolism. The UDM algorithms could be applied to analyze and compare development in other species. These data sets together with community viewers to access and mine them provide a resource for photosynthetic research that will inform efforts to engineer improvements in carbon fixation in economically valuable grass crops.


Subject(s)
Oryza/physiology , Photosynthesis , Plant Leaves/physiology , Zea mays/physiology , Gene Expression Regulation, Plant , Nitrogen/metabolism , Plant Leaves/metabolism , Water/metabolism
8.
J Exp Bot ; 65(13): 3371-80, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24659485

ABSTRACT

High-yielding, stress-tolerant grass crops are essential to meet future food and energy demands. Efforts are underway to engineer improved varieties of the C3 cereal crop rice by introducing NADP-malic enzyme C4 photosynthesis using maize as a model system. However, several modifications to the rice leaf vasculature are potentially necessary, including the introduction of suberin lamellae into the bundle sheath cell walls. Suberized cell walls are ubiquitous in the root endodermis of all grasses, and developmental similarities are apparent between endodermis and bundle sheath cell walls. Nonetheless, there is considerable heterogeneity in sheath cell development and suberin composition both within and between grass taxa. The effect of this variation on physiological function remains ambiguous over forty years after suberin lamellae were initially proposed to regulate solute and photoassimilate fluxes and C4 gas exchange. Interspecies variation has confounded efforts to ascribe physiological differences specifically to the presence or absence of suberin lamellae. Thus, specific perturbation of suberization within a uniform genetic background is needed, but, until recently, the genetic resources to manipulate suberin composition in the grasses were largely unavailable. The recent dissection of the suberin biosynthesis pathway in model dicots and the identification of several promising candidate genes in model grasses will facilitate the characterization of the first suberin biosynthesis genes in a monocot. Much remains to be learned about the role of bundle sheath suberization in leaf physiology, but the stage is set for significant advances in the near future.


Subject(s)
Cell Wall/ultrastructure , Gene Expression Regulation, Plant , Lipids/biosynthesis , Plant Vascular Bundle/growth & development , Poaceae/growth & development , Biosynthetic Pathways , Crops, Agricultural , Gene Expression Regulation, Developmental , Plant Leaves/growth & development , Plant Leaves/metabolism , Plant Leaves/ultrastructure , Plant Roots/growth & development , Plant Roots/metabolism , Plant Roots/ultrastructure , Plant Vascular Bundle/metabolism , Plant Vascular Bundle/ultrastructure , Poaceae/metabolism , Poaceae/ultrastructure
9.
Carbohydr Polym ; 89(2): 331-9, 2012 Jun 20.
Article in English | MEDLINE | ID: mdl-24750727

ABSTRACT

Methylation (glycosyl-linkage) analyses of the cell walls from Arabidopsis (Arabidopsis thaliana L., Heynh.) murus mutants revealed variations in the linkage structure compared to wild type. Linkage analyses revealed new features for mutations whose defective gene has not been identified. For example, the low-rhamnose mur8 mutant also shows deficiencies in 4-GalA linkages. No change in the 2-Rha to 2,4-Rha ratio indicates the mutant had lower amounts of rhamnogalacturonan I, but no alteration in its fine structure. For all mur mutants, methylation analysis revealed that changes in other polysaccharides occur indirectly as a result of mutation. All mutants were resolved by Principal Components Analyses applied to normalized mole% values for the total set of linkage groups. The 'loadings' responsible for discrimination of mutant and wild type revealed variation in linkage groups otherwise difficult to discern and, in certain instances when the gene is known, resolved the specific deficiency from indirect effects altering other sugar linkage distributions.


Subject(s)
Arabidopsis/genetics , Cell Wall/chemistry , Monosaccharides/analysis , Polysaccharides/analysis , Genes, Plant , Glycosylation , Mutation , Principal Component Analysis
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