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1.
Theor Appl Genet ; 134(8): 2613-2637, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34018019

ABSTRACT

KEY MESSAGE: Association analysis for ionomic concentrations of 20 elements identified independent genetic factors underlying the root and shoot ionomes of rice, providing a platform for selecting and dissecting causal genetic variants. Understanding the genetic basis of mineral nutrient acquisition is key to fully describing how terrestrial organisms interact with the non-living environment. Rice (Oryza sativa L.) serves both as a model organism for genetic studies and as an important component of the global food system. Studies in rice ionomics have primarily focused on above ground tissues evaluated from field-grown plants. Here, we describe a comprehensive study of the genetic basis of the rice ionome in both roots and shoots of 6-week-old rice plants for 20 elements using a controlled hydroponics growth system. Building on the wealth of publicly available rice genomic resources, including a panel of 373 diverse rice lines, 4.8 M genome-wide single-nucleotide polymorphisms, single- and multi-marker analysis pipelines, an extensive tome of 321 candidate genes and legacy QTLs from across 15 years of rice genetics literature, we used genome-wide association analysis and biparental QTL analysis to identify 114 genomic regions associated with ionomic variation. The genetic basis for root and shoot ionomes was highly distinct; 78 loci were associated with roots and 36 loci with shoots, with no overlapping genomic regions for the same element across tissues. We further describe the distribution of phenotypic variation across haplotypes and identify candidate genes within highly significant regions associated with sulfur, manganese, cadmium, and molybdenum. Our analysis provides critical insight into the genetic basis of natural phenotypic variation for both root and shoot ionomes in rice and provides a comprehensive resource for dissecting and testing causal genetic variants.


Subject(s)
Chromosome Mapping/methods , Chromosomes, Plant/genetics , Gene Expression Regulation, Plant , Oryza/genetics , Plant Proteins/metabolism , Plant Roots/genetics , Plant Shoots/genetics , Genome-Wide Association Study , Oryza/growth & development , Phenotype , Plant Proteins/genetics , Plant Roots/growth & development , Plant Shoots/growth & development , Quantitative Trait Loci
2.
Plant Physiol ; 179(1): 329-347, 2019 01.
Article in English | MEDLINE | ID: mdl-30455286

ABSTRACT

Rapeseed (Brassica napus) is an important oil crop worldwide. However, severe inhibition of rapeseed production often occurs in the field due to nitrogen (N) deficiency. The root system is the main organ to acquire N for plant growth, but little is known about the mechanisms underlying rapeseed root adaptions to N deficiency. Here, dynamic changes in root architectural traits of N-deficient rapeseed plants were evaluated by 3D in situ quantification. Root proteome responses to N deficiency were analyzed by the tandem mass tag-based proteomics method, and related proteins were characterized further. Under N deficiency, rapeseed roots become longer, with denser cells in the meristematic zone and larger cells in the elongation zone of root tips, and also become softer with reduced solidity. A total of 171 and 755 differentially expressed proteins were identified in short- and long-term N-deficient roots, respectively. The abundance of proteins involved in cell wall organization or biogenesis was highly enhanced, but most identified peroxidases were reduced in the N-deficient roots. Notably, peroxidase activities also were decreased, which might promote root elongation while lowering the solidity of N-deficient roots. These results were consistent with the cell wall components measured in the N-deficient roots. Further functional analysis using transgenic Arabidopsis (Arabidopsis thaliana) plants demonstrated that the two root-related differentially expressed proteins contribute to the enhanced root growth under N deficiency conditions. These results provide insights into the global changes of rapeseed root responses to N deficiency and may facilitate the development of rapeseed cultivars with high N use efficiency through root-based genetic improvements.


Subject(s)
Adaptation, Physiological , Brassica napus/growth & development , Nitrogen/metabolism , Plant Proteins/metabolism , Stress, Physiological , Brassica napus/anatomy & histology , Brassica napus/physiology , Cell Wall/metabolism , Peroxidase/metabolism , Plant Proteins/genetics , Plant Proteins/physiology , Plant Roots/anatomy & histology , Plant Roots/growth & development , Plant Roots/physiology , Proteomics
3.
Sci Rep ; 8(1): 10094, 2018 07 04.
Article in English | MEDLINE | ID: mdl-29973700

ABSTRACT

Root damage due to aluminum (Al) toxicity restricts crop production on acidic soils, which are extensive in the tropics. The sorghum root Al-activated citrate transporter, SbMATE, underlies the Al tolerance locus, AltSB, and increases grain yield under Al toxicity. Here, AltSB loci associated with Al tolerance were converted into Amplification Refractory Mutation System (ARMS) markers, which are cost effective and easy to use. A DNA pooling strategy allowed us to identify accessions harboring rare favorable AltSB alleles in three germplasm sets while greatly reducing genotyping needs. Population structure analysis revealed that favorable AltSB alleles are predominantly found in subpopulations enriched with guinea sorghums, supporting a possible Western African origin of AltSB. The efficiency of allele mining in recovering Al tolerance accessions was the highest in the largest and highly diverse germplasm set, with a 10-fold reduction in the number of accessions that would need to be phenotyped in the absence of marker information. Finally, Al tolerant accessions were found to rely on SbMATE to exclude Al3+ from sensitive sites in the root apex. This study emphasizes gene-specific markers as important tools for efficiently mining useful rare alleles in diverse germplasm, bridging genetic resource conservation efforts and pre-breeding for Al tolerance.


Subject(s)
Carrier Proteins/genetics , Genetic Variation , Plant Roots/drug effects , Sorghum/genetics , Alleles , Aluminum/toxicity , Breeding , Edible Grain/drug effects , Edible Grain/genetics , Edible Grain/growth & development , Genetic Markers/genetics , Mutation , Plant Roots/genetics , Quantitative Trait Loci/genetics , Sorghum/drug effects , Sorghum/growth & development
4.
BMC Genomics ; 19(1): 273, 2018 Apr 20.
Article in English | MEDLINE | ID: mdl-29678154

ABSTRACT

BACKGROUND: Genetic improvement of root system architecture is a promising approach for improved uptake of water and mineral nutrients distributed unevenly in the soil. To identify genomic regions associated with the length of different root types in rice, we quantified root system architecture in a set of 26 chromosome segment substitution lines derived from a cross between lowland indica rice, IR64, and upland tropical japonica rice, Kinandang Patong, (IK-CSSLs), using 2D & 3D root phenotyping platforms. RESULTS: Lengths of seminal and crown roots in the IK-CSSLs grown under hydroponic conditions were measured by 2D image analysis (RootReader2D). Twelve CSSLs showed significantly longer seminal root length than the recurrent parent IR64. Of these, 8 CSSLs also exhibited longer total length of the three longest crown roots compared to IR64. Three-dimensional image analysis (RootReader3D) for these CSSLs grown in gellan gum revealed that only one CSSL, SL1003, showed significantly longer total root length than IR64. To characterize the root morphology of SL1003 under soil conditions, SL1003 was grown in Turface, a soil-like growth media, and roots were quantified using RootReader3D. SL1003 had larger total root length and increased total crown root length than did IR64, although its seminal root length was similar to that of IR64. The larger TRL in SL1003 may be due to increased crown root length. CONCLUSIONS: SL1003 carries an introgression from Kinandang Patong on the long arm of chromosome 1 in the genetic background of IR64. We conclude that this region harbors a QTL controlling crown root elongation.


Subject(s)
Genomics , Imaging, Three-Dimensional , Oryza/genetics , Plant Roots/genetics , Genome, Plant/genetics , Phenotype , Quantitative Trait Loci/genetics
5.
New Phytol ; 214(2): 830-841, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28150888

ABSTRACT

Despite the physiological importance of aluminum (Al) phytotoxicity for plants, it remained unknown if, and how, calcineurin B-like calcium sensors (CBLs) and CBL-interacting protein kinases (CIPKs) are involved in Al resistance. We performed a comparative physiological and whole transcriptome investigation of an Arabidopsis CBL1 mutant (cbl1) and the wild-type (WT). cbl1 plants exudated less Al-chelating malate, accumulated more Al, and displayed a severe root growth reduction in response to Al. Genes involved in metabolism, transport, cell wall modification, transcription and oxidative stress were differentially regulated between the two lines, under both control and Al stress treatments. Exposure to Al resulted in up-regulation of a large set of genes only in WT and not cbl1 shoots, while a different set of genes were down-regulated in cbl1 but not in WT roots. These differences allowed us, for the first time, to define a calcium-regulated/dependent transcriptomic network for Al stress responses. Our analyses reveal not only the fundamental role of CBL1 in the adjustment of central transcriptomic networks involved in maintaining adequate physiological homeostasis processes, but also that a high shoot-root dynamics is required for the proper deployment of Al resistance responses in the root.


Subject(s)
Aluminum/toxicity , Arabidopsis Proteins/genetics , Arabidopsis/genetics , Arabidopsis/metabolism , Calcium-Binding Proteins/genetics , Calcium/metabolism , Loss of Function Mutation/genetics , Arabidopsis/drug effects , Arabidopsis Proteins/metabolism , Calcium-Binding Proteins/metabolism , Down-Regulation/drug effects , Down-Regulation/genetics , Gene Expression Regulation, Plant/drug effects , Gene Ontology , Genes, Plant , Malates/metabolism , Plant Roots/drug effects , Plant Roots/genetics , Plant Roots/metabolism , Stress, Physiological/drug effects , Transcriptome/drug effects , Transcriptome/genetics
6.
J Integr Plant Biol ; 58(3): 230-41, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26683583

ABSTRACT

A plant's ability to maintain or improve its yield under limiting conditions, such as nutrient deficiency or drought, can be strongly influenced by root system architecture (RSA), the three-dimensional distribution of the different root types in the soil. The ability to image, track and quantify these root system attributes in a dynamic fashion is a useful tool in assessing desirable genetic and physiological root traits. Recent advances in imaging technology and phenotyping software have resulted in substantive progress in describing and quantifying RSA. We have designed a hydroponic growth system which retains the three-dimensional RSA of the plant root system, while allowing for aeration, solution replenishment and the imposition of nutrient treatments, as well as high-quality imaging of the root system. The simplicity and flexibility of the system allows for modifications tailored to the RSA of different crop species and improved throughput. This paper details the recent improvements and innovations in our root growth and imaging system which allows for greater image sensitivity (detection of fine roots and other root details), higher efficiency, and a broad array of growing conditions for plants that more closely mimic those found under field conditions.


Subject(s)
Crops, Agricultural/anatomy & histology , Crops, Agricultural/growth & development , Hydroponics/methods , Imaging, Three-Dimensional/methods , Plant Roots/anatomy & histology , Plant Roots/growth & development , Genotype , Oryza/genetics , Oryza/growth & development , Polysaccharides, Bacterial , Soil , Tomography, X-Ray Computed
7.
J Nutr ; 145(10): 2253-7, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26338889

ABSTRACT

BACKGROUND: Low iron absorption from important staple foods may contribute to iron deficiency in developing countries. To date, few studies have examined the iron bioavailability of pulse crops as commonly prepared and consumed by humans. OBJECTIVE: The objectives were to characterize the iron absorption from a test meal of intrinsically labeled (57)Fe lentils prepared as dal, to compare the bioavailability of iron from (57)Fe in dal with that observed for a reference dose of (58)Fe as ferrous sulfate, and to assess associations between iron absorption and iron status indicators. METHODS: This crossover study included 19 nonpregnant women (n = 6 anemic; hemoglobin: <12.0 g/dL) who consumed 2 test meals on consecutive days in a counter-balanced order, ferrous sulfate (7 mg FeSO4 plus 1 mg (58)Fe) and 330 g dal (lentils enriched to 85.1% with (57)Fe, 8 mg native (57)Fe). Iron absorption was determined by analyzing blood samples taken 14 d after dosing with the use of magnetic sector thermal ionization mass spectrometry. RESULTS: We found that the mean iron absorption from the dal was 2.20% ± 3.40% and was significantly lower than the 23.6% ± 13.2% observed from the same iron load given as ferrous sulfate (P < 0.001). Absorption of non-heme iron from dal and from ferrous sulfate was inversely associated with serum ferritin (SF; r = -0.50, P = 0.05 and r = -0.81, P < 0.001, respectively) and serum hepcidin (r = -0.45, P = 0.05 and r = -0.60, P = 0.007, respectively). Anemic women absorbed more iron from either source (1.20% from dal, P = 0.10; 18.3% from ferrous sulfate, P = 0.001) compared with women who were iron replete. CONCLUSIONS: Iron absorption from the dal was low overall but upregulated in anemic women. Both SF and hepcidin were inversely associated with iron absorption from both a supplemental and a food-based non-heme iron source in nonanemic and anemic women.


Subject(s)
Anemia, Iron-Deficiency/metabolism , Intestinal Absorption , Iron, Dietary/metabolism , Lens Plant/chemistry , Nutritional Status , Seeds/chemistry , Up-Regulation , Adolescent , Adult , Anemia, Iron-Deficiency/blood , Anemia, Iron-Deficiency/diet therapy , Biomarkers/blood , Cohort Studies , Cross-Over Studies , Female , Humans , Iron Isotopes , Iron, Dietary/therapeutic use , Meals , New York , Nutritive Value , Young Adult
8.
Plant Physiol ; 166(2): 659-77, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25189534

ABSTRACT

Low soil phosphorus (P) availability is a major constraint for crop production in tropical regions. The rice (Oryza sativa) protein kinase, PHOSPHORUS-STARVATION TOLERANCE1 (OsPSTOL1), was previously shown to enhance P acquisition and grain yield in rice under P deficiency. We investigated the role of homologs of OsPSTOL1 in sorghum (Sorghum bicolor) performance under low P. Association mapping was undertaken in two sorghum association panels phenotyped for P uptake, root system morphology and architecture in hydroponics and grain yield and biomass accumulation under low-P conditions, in Brazil and/or in Mali. Root length and root surface area were positively correlated with grain yield under low P in the soil, emphasizing the importance of P acquisition efficiency in sorghum adaptation to low-P availability. SbPSTOL1 alleles reducing root diameter were associated with enhanced P uptake under low P in hydroponics, whereas Sb03g006765 and Sb03g0031680 alleles increasing root surface area also increased grain yield in a low-P soil. SbPSTOL1 genes colocalized with quantitative trait loci for traits underlying root morphology and dry weight accumulation under low P via linkage mapping. Consistent allelic effects for enhanced sorghum performance under low P between association panels, including enhanced grain yield under low P in the soil in Brazil, point toward a relatively stable role for Sb03g006765 across genetic backgrounds and environmental conditions. This study indicates that multiple SbPSTOL1 genes have a more general role in the root system, not only enhancing root morphology traits but also changing root system architecture, which leads to grain yield gain under low-P availability in the soil.


Subject(s)
Oryza/enzymology , Phosphorus/analysis , Plant Proteins/physiology , Soil/chemistry , Sorghum/metabolism , Linkage Disequilibrium , Oryza/genetics , Plant Proteins/chemistry , Plant Proteins/genetics , Polymorphism, Single Nucleotide , Sorghum/growth & development
9.
Plant Physiol ; 163(1): 180-92, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23839867

ABSTRACT

Al³âº and H⁺ toxicities predicted to occur at moderately acidic conditions (pH [water] = 5-5.5) in low-Ca soils were characterized by the combined approaches of computational modeling of electrostatic interactions of ions at the root plasma membrane (PM) surface and molecular/physiological analyses in Arabidopsis (Arabidopsis thaliana). Root growth inhibition in known hypersensitive mutants was correlated with computed {Al³âº} at the PM surface ({Al³âº}(PM)); inhibition was alleviated by increased Ca, which also reduced {Al³âº}(PM) and correlated with cellular Al responses based on expression analysis of genes that are markers for Al stress. The Al-inducible Al tolerance genes ALUMINUM-ACTIVATED MALATE TRANSPORTER1 and ALUMINUM SENSITIVE3 were induced by levels of {Al³âº}(PM) too low to inhibit root growth in tolerant genotypes, indicating that protective responses are triggered when {Al³âº}(PM) was below levels that can initiate injury. Modeling of the H⁺ sensitivity of the SENSITIVE TO PROTON RHIZOTOXICITY1 knockout mutant identified a Ca alleviation mechanism of H⁺ rhizotoxicity, possibly involving stabilization of the cell wall. The phosphatidate phosphohydrolase1 (pah1) pah2 double mutant showed enhanced Al susceptibility under low-P conditions, where greater levels of negatively charged phospholipids in the PM occur, which increases {Al³âº}(PM) through increased PM surface negativity compared with wild-type plants. Finally, we found that the nonalkalinizing Ca fertilizer gypsum improved the tolerance of the sensitive genotypes in moderately acidic soils. These findings fit our modeling predictions that root toxicity to Al³âº and H⁺ in moderately acidic soils involves interactions between both toxic ions in relation to Ca alleviation.


Subject(s)
Aluminum/toxicity , Arabidopsis/physiology , Hydrogen/toxicity , Arabidopsis/growth & development , Arabidopsis Proteins/genetics , Calcium/pharmacology , Cell Membrane/metabolism , Gene Knockout Techniques , Hydrogen-Ion Concentration , Models, Genetic , Plant Roots/growth & development , Plant Roots/physiology , Soil/chemistry , Stress, Physiological
10.
Plant Physiol ; 161(3): 1347-61, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23341359

ABSTRACT

Low pH, aluminum (Al) toxicity, and low phosphorus (P) often coexist and are heterogeneously distributed in acid soils. To date, the underlying mechanisms of crop adaptation to these multiple factors on acid soils remain poorly understood. In this study, we found that P addition to acid soils could stimulate Al tolerance, especially for the P-efficient genotype HN89. Subsequent hydroponic studies demonstrated that solution pH, Al, and P levels coordinately altered soybean (Glycine max) root growth and malate exudation. Interestingly, HN89 released more malate under conditions mimicking acid soils (low pH, +P, and +Al), suggesting that root malate exudation might be critical for soybean adaptation to both Al toxicity and P deficiency on acid soils. GmALMT1, a soybean malate transporter gene, was cloned from the Al-treated root tips of HN89. Like root malate exudation, GmALMT1 expression was also pH dependent, being suppressed by low pH but enhanced by Al plus P addition in roots of HN89. Quantitative real-time PCR, transient expression of a GmALMT1-yellow fluorescent protein chimera in Arabidopsis protoplasts, and electrophysiological analysis of Xenopus laevis oocytes expressing GmALMT1 demonstrated that GmALMT1 encodes a root cell plasma membrane transporter that mediates malate efflux in an extracellular pH-dependent and Al-independent manner. Overexpression of GmALMT1 in transgenic Arabidopsis, as well as overexpression and knockdown of GmALMT1 in transgenic soybean hairy roots, indicated that GmALMT1-mediated root malate efflux does underlie soybean Al tolerance. Taken together, our results suggest that malate exudation is an important component of soybean adaptation to acid soils and is coordinately regulated by three factors, pH, Al, and P, through the regulation of GmALMT1 expression and GmALMT1 function.


Subject(s)
Adaptation, Physiological/drug effects , Aluminum/toxicity , Glycine max/physiology , Malates/metabolism , Phosphorus/pharmacology , Plant Proteins/metabolism , Soil/chemistry , Acids/toxicity , Adaptation, Physiological/genetics , Animals , Arabidopsis/drug effects , Arabidopsis/genetics , Arabidopsis/physiology , Biomass , Cell Membrane/drug effects , Cell Membrane/metabolism , Gene Expression Regulation, Plant/drug effects , Genes, Plant/genetics , Genotype , Hydrogen-Ion Concentration/drug effects , Meristem/drug effects , Meristem/growth & development , Meristem/physiology , Oocytes/drug effects , Oocytes/metabolism , Organic Anion Transporters/genetics , Organic Anion Transporters/metabolism , Plant Proteins/genetics , Plants, Genetically Modified , Glycine max/drug effects , Glycine max/genetics , Xenopus laevis
11.
Plant Cell Environ ; 36(2): 454-66, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22860896

ABSTRACT

High-throughput phenotyping of root systems requires a combination of specialized techniques and adaptable plant growth, root imaging and software tools. A custom phenotyping platform was designed to capture images of whole root systems, and novel software tools were developed to process and analyse these images. The platform and its components are adaptable to a wide range root phenotyping studies using diverse growth systems (hydroponics, paper pouches, gel and soil) involving several plant species, including, but not limited to, rice, maize, sorghum, tomato and Arabidopsis. The RootReader2D software tool is free and publicly available and was designed with both user-guided and automated features that increase flexibility and enhance efficiency when measuring root growth traits from specific roots or entire root systems during large-scale phenotyping studies. To demonstrate the unique capabilities and high-throughput capacity of this phenotyping platform for studying root systems, genome-wide association studies on rice (Oryza sativa) and maize (Zea mays) root growth were performed and root traits related to aluminium (Al) tolerance were analysed on the parents of the maize nested association mapping (NAM) population.


Subject(s)
High-Throughput Screening Assays/methods , Oryza/growth & development , Oryza/genetics , Plant Roots/growth & development , Plant Roots/genetics , Zea mays/growth & development , Zea mays/genetics , Adaptation, Physiological/drug effects , Adaptation, Physiological/genetics , Aluminum/toxicity , Genome, Plant/genetics , Genome-Wide Association Study , Phenotype , Polymorphism, Single Nucleotide/genetics , Software
12.
Plant J ; 71(2): 327-37, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22413742

ABSTRACT

The primary mechanism of Arabidopsis aluminum (Al) resistance is based on root Al exclusion, resulting from Al-activated root exudation of the Al(3+) -chelating organic acids, malate and citrate. Root malate exudation is the major contributor to Arabidopsis Al resistance, and is conferred by expression of AtALMT1, which encodes the root malate transporter. Root citrate exudation plays a smaller but still significant role in Arabidopsis Al resistance, and is conferred by expression of AtMATE, which encodes the root citrate transporter. In this study, we demonstrate that levels of Al-activated root organic acid exudation are closely correlated with expression of the organic acid transporter genes AtALMT1 and AtMATE. We also found that the AtALMT1 promoter confers a significantly higher level of gene expression than the AtMATE promoter. Analysis of AtALMT1 and AtMATE tissue- and cell-specific expression based on stable expression of promoter-reporter gene constructs showed that the two genes are expressed in complementary root regions: AtALMT1 is expressed in the root apices, while AtMATE is expressed in the mature portions of the roots. As citrate is a much more effective chelator of Al(3+) than malate, we used a promoter-swap strategy to test whether root tip-localized expression of the AtMATE coding region driven by the stronger AtALMT1 promoter (AtALMT1(P)::AtMATE) resulted in increased Arabidopsis Al resistance. Our results indicate that expression of AtALMT1(P)::AtMATE not only significantly increased Al resistance of the transgenic plants, but also enhanced carbon-use efficiency for Al resistance.


Subject(s)
Adaptation, Physiological/physiology , Aluminum/metabolism , Arabidopsis Proteins/genetics , Arabidopsis/genetics , Gene Expression Regulation, Plant/genetics , Organic Anion Transporters/genetics , Promoter Regions, Genetic/physiology , Arabidopsis/growth & development , Arabidopsis/physiology , Arabidopsis Proteins/metabolism , Carbon/metabolism , Carrier Proteins/genetics , Carrier Proteins/metabolism , Citric Acid/metabolism , Malates/metabolism , Mutagenesis, Insertional , Organ Specificity , Organic Anion Transporters/metabolism , Plant Exudates/metabolism , Plant Roots/genetics , Plant Roots/growth & development , Plant Roots/physiology , Plants, Genetically Modified , RNA, Plant/genetics , Seedlings/genetics , Seedlings/growth & development , Seedlings/physiology
13.
Plant Cell Environ ; 35(7): 1185-200, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22211473

ABSTRACT

Root efflux of organic acid anions underlies a major mechanism of plant aluminium (Al) tolerance on acid soils. This efflux is mediated by transporters of the Al-activated malate transporter (ALMT) or the multi-drug and toxin extrusion (MATE) families. ZmALMT2 was previously suggested to be involved in Al tolerance based on joint association-linkage mapping for maize Al tolerance. In the current study, we functionally characterized ZmALMT2 by heterologously expressing it in Xenopus laevis oocytes and transgenic Arabidopsis. In oocytes, ZmALMT2 mediated an Al-independent electrogenic transport product of organic and inorganic anion efflux. Ectopic overexpression of ZmALMT2 in an Al-hypersensitive Arabidopsis KO/KD line lacking the Al tolerance genes, AtALMT1 and AtMATE, resulted in Al-independent constitutive root malate efflux which partially restored the Al tolerance phenotype. The lack of correlation between ZmALMT2 expression and Al tolerance (e.g., expression not localized to the root tip, not up-regulated by Al, and higher in sensitive versus tolerance maize lines) also led us to question ZmALMT2's role in Al tolerance. The functional properties of the ZmALMT2 transporter presented here, along with the gene expression data, suggest that ZmALMT2 is not involved in maize Al tolerance but, rather, may play a role in mineral nutrient acquisition and transport.


Subject(s)
Malates/metabolism , Organic Anion Transporters/metabolism , Plant Proteins/metabolism , Plant Roots/metabolism , Zea mays/genetics , Aluminum/metabolism , Animals , Arabidopsis/genetics , Arabidopsis/metabolism , Gene Expression Regulation, Plant , Ion Transport , Oocytes , Organic Anion Transporters/genetics , Plant Proteins/genetics , Plant Roots/genetics , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Xenopus laevis , Zea mays/metabolism
14.
Plant Physiol ; 156(2): 455-65, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21454799

ABSTRACT

A novel imaging and software platform was developed for the high-throughput phenotyping of three-dimensional root traits during seedling development. To demonstrate the platform's capacity, plants of two rice (Oryza sativa) genotypes, Azucena and IR64, were grown in a transparent gellan gum system and imaged daily for 10 d. Rotational image sequences consisting of 40 two-dimensional images were captured using an optically corrected digital imaging system. Three-dimensional root reconstructions were generated and analyzed using a custom-designed software, RootReader3D. Using the automated and interactive capabilities of RootReader3D, five rice root types were classified and 27 phenotypic root traits were measured to characterize these two genotypes. Where possible, measurements from the three-dimensional platform were validated and were highly correlated with conventional two-dimensional measurements. When comparing gellan gum-grown plants with those grown under hydroponic and sand culture, significant differences were detected in morphological root traits (P < 0.05). This highly flexible platform provides the capacity to measure root traits with a high degree of spatial and temporal resolution and will facilitate novel investigations into the development of entire root systems or selected components of root systems. In combination with the extensive genetic resources that are now available, this platform will be a powerful resource to further explore the molecular and genetic determinants of root system architecture.


Subject(s)
Imaging, Three-Dimensional/methods , Oryza/anatomy & histology , Phenotype , Plant Roots/anatomy & histology , Software , Environment , Gravitropism/drug effects , Hydroponics , Models, Biological , Oryza/drug effects , Oryza/growth & development , Plant Roots/drug effects , Plant Roots/physiology , Polysaccharides, Bacterial/pharmacology , Quantitative Trait, Heritable , Reproducibility of Results , Silicon Dioxide , Time Factors
15.
Plant Physiol ; 153(4): 1678-91, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20538888

ABSTRACT

The genetic and physiological mechanisms of aluminum (Al) tolerance have been well studied in certain cereal crops, and Al tolerance genes have been identified in sorghum (Sorghum bicolor) and wheat (Triticum aestivum). Rice (Oryza sativa) has been reported to be highly Al tolerant; however, a direct comparison of rice and other cereals has not been reported, and the mechanisms of rice Al tolerance are poorly understood. To facilitate Al tolerance phenotyping in rice, a high-throughput imaging system and root quantification computer program was developed, permitting quantification of the entire root system, rather than just the longest root. Additionally, a novel hydroponic solution was developed and optimized for Al tolerance screening in rice and compared with the Yoshida's rice solution commonly used for rice Al tolerance studies. To gain a better understanding of Al tolerance in cereals, comparisons of Al tolerance across cereal species were conducted at four Al concentrations using seven to nine genetically diverse genotypes of wheat, maize (Zea mays), sorghum, and rice. Rice was significantly more tolerant than maize, wheat, and sorghum at all Al concentrations, with the mean Al tolerance level for rice found to be 2- to 6-fold greater than that in maize, wheat, and sorghum. Physiological experiments were conducted on a genetically diverse panel of more than 20 rice genotypes spanning the range of rice Al tolerance and compared with two maize genotypes to determine if rice utilizes the well-described Al tolerance mechanism of root tip Al exclusion mediated by organic acid exudation. These results clearly demonstrate that the extremely high levels of rice Al tolerance are mediated by a novel mechanism, which is independent of root tip Al exclusion.


Subject(s)
Aluminum/metabolism , Oryza/metabolism , Plant Roots/growth & development , Culture Media/chemistry , Oryza/genetics , Oryza/growth & development , Phenotype , Plant Roots/metabolism , Sorghum/genetics , Sorghum/growth & development , Sorghum/metabolism , Triticum/genetics , Triticum/growth & development , Triticum/metabolism , Zea mays/genetics , Zea mays/growth & development , Zea mays/metabolism
16.
Plant J ; 61(5): 728-40, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20003133

ABSTRACT

Crop yields are significantly reduced by aluminum (Al) toxicity on acidic soils, which comprise up to 50% of the world's arable land. Al-activated release of ligands (such as organic acids) from the roots is a major Al tolerance mechanism in plants. In maize, Al-activated root citrate exudation plays an important role in tolerance. However, maize Al tolerance is a complex trait involving multiple genes and physiological mechanisms. Recently, transporters from the MATE family have been shown to mediate Al-activated citrate exudation in a number of plant species. Here we describe the cloning and characterization of two MATE family members in maize, ZmMATE1 and ZmMATE2, which co-localize to major Al tolerance QTL. Both genes encode plasma membrane proteins that mediate significant anion efflux when expressed in Xenopus oocytes. ZmMATE1 expression is mostly concentrated in root tissues, is up-regulated by Al and is significantly higher in Al-tolerant maize genotypes. In contrast, ZmMATE2 expression is not specifically localized to any particular tissue and does not respond to Al. [(14)C]-citrate efflux experiments in oocytes demonstrate that ZmMATE1 is a citrate transporter. In addition, ZmMATE1 expression confers a significant increase in Al tolerance in transgenic Arabidopsis. Our data suggests that ZmMATE1 is a functional homolog of the Al tolerance genes recently characterized in sorghum, barley and Arabidopsis, and is likely to underlie the largest maize Al tolerance QTL found on chromosome 6. However, ZmMATE2 most likely does not encode a citrate transporter, and could be involved in a novel Al tolerance mechanism.


Subject(s)
Aluminum/toxicity , Organic Anion Transporters/metabolism , Plant Proteins/metabolism , Quantitative Trait Loci , Zea mays/genetics , Amino Acid Sequence , Animals , Arabidopsis/genetics , Arabidopsis/metabolism , Carrier Proteins/genetics , Carrier Proteins/metabolism , Chromosome Mapping , Cloning, Molecular , Gene Expression Regulation, Plant , Molecular Sequence Data , Oocytes , Organic Anion Transporters/genetics , Plant Proteins/genetics , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , RNA, Plant/genetics , Sequence Alignment , Xenopus , Zea mays/metabolism
17.
Plant J ; 57(3): 389-99, 2009 Feb.
Article in English | MEDLINE | ID: mdl-18826429

ABSTRACT

Aluminum-activated root malate and citrate exudation play an important role in plant Al tolerance. This paper characterizes AtMATE, a homolog of the recently discovered sorghum and barley Al-tolerance genes, shown here to encode an Al-activated citrate transporter in Arabidopsis. Together with the previously characterized Al-activated malate transporter, AtALMT1, this discovery allowed us to examine the relationship in the same species between members of the two gene families for which Al-tolerance genes have been identified. AtMATE is expressed primarily in roots and is induced by Al. An AtMATE T-DNA knockdown line exhibited very low AtMATE expression and Al-activated root citrate exudation was abolished. The AtALMT1 AtMATE double mutant lacked both Al-activated root malate and citrate exudation and showed greater Al sensitivity than the AtALMT1 mutant. Therefore, although AtALMT1 is a major contributor to Arabidopsis Al tolerance, AtMATE also makes a significant but smaller contribution. The expression patterns of AtALMT1 and AtMATE and the profiles of Al-activated root citrate and malate exudation are not affected by the presence or absence of the other gene. These results suggest that AtALMT1-mediated malate exudation and AtMATE-mediated citrate exudation evolved independently to confer Al tolerance in Arabidopsis. However, a link between regulation of expression of the two transporters in response to Al was identified through work on STOP1, a transcription factor that was previously shown to be necessary for AtALMT1 expression. Here we show that STOP1 is also required for AtMATE expression and Al-activated citrate exudation.


Subject(s)
Aluminum/metabolism , Arabidopsis Proteins/metabolism , Arabidopsis/genetics , Carrier Proteins/metabolism , Organic Anion Transporters/metabolism , Amino Acid Sequence , Arabidopsis/metabolism , Arabidopsis Proteins/genetics , Carrier Proteins/genetics , Citric Acid/metabolism , Gene Expression Regulation, Plant , Malates/metabolism , Molecular Sequence Data , Organic Anion Transporters/genetics , Phylogeny , Plant Roots/genetics , Plant Roots/metabolism , RNA, Plant/genetics , Sequence Alignment , Transcription Factors/metabolism
18.
Plant Physiol ; 145(3): 843-52, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17885092

ABSTRACT

Malate transporters play a critical role in aluminum (Al) tolerance responses for some plant species, such as Arabidopsis (Arabidopsis thaliana). Here, we further characterize AtALMT1, an Arabidopsis aluminum-activated malate transporter, to clarify its specific role in malate release and Al stress responses. Malate excretion from the roots of accession Columbia was sharply induced by Al, which is concomitant with the induction of AtALMT1 gene expression. The malate release was specific for Al among rhizotoxic stressors, namely cadmium, copper, erbium, lanthanum, sodium, and low pH, which accounts for the specific sensitivity of a null mutant to Al stress. Al-specific malate excretion can be explained by a combined regulation of AtALMT1 expression and activation of AtALMT1 protein, which is specific for Al. Although low pH treatment slightly induced gene expression, other treatments did not. In addition, malate excretion in Al-activated seedlings was rapidly stopped by removing Al from the solution. Other rhizotoxic stressors were not effective in maintaining malate release. Protein kinase and phosphatase inhibitor studies indicated that reversible phosphorylation was important for the transcriptional and posttranslational regulation of AtALMT1. AtALMT1 promoter-beta-glucuronidase fusion lines revealed that AtALMT1 has restricted expression within the root, such that unnecessary carbon loss is likely minimized. Lastly, a natural nonsense mutation allele of AtALMT1 was identified from the Al-hypersensitive natural accession Warschau-1.


Subject(s)
Aluminum/pharmacology , Arabidopsis Proteins/metabolism , Arabidopsis/metabolism , Gene Expression Regulation, Plant , Malates/metabolism , Organic Anion Transporters/metabolism , Plant Roots/drug effects , Alleles , Arabidopsis/drug effects , Arabidopsis/genetics , Arabidopsis Proteins/genetics , Gene Expression Regulation, Plant/drug effects , Organic Anion Transporters/genetics , Phosphoric Monoester Hydrolases/antagonists & inhibitors , Plant Roots/metabolism , Promoter Regions, Genetic , Protein Kinase Inhibitors/metabolism
19.
Nat Genet ; 39(9): 1156-61, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17721535

ABSTRACT

Crop yields are significantly reduced by aluminum toxicity on highly acidic soils, which comprise up to 50% of the world's arable land. Candidate aluminum tolerance proteins include organic acid efflux transporters, with the organic acids forming non-toxic complexes with rhizosphere aluminum. In this study, we used positional cloning to identify the gene encoding a member of the multidrug and toxic compound extrusion (MATE) family, an aluminum-activated citrate transporter, as responsible for the major sorghum (Sorghum bicolor) aluminum tolerance locus, Alt(SB). Polymorphisms in regulatory regions of Alt(SB) are likely to contribute to large allelic effects, acting to increase Alt(SB) expression in the root apex of tolerant genotypes. Furthermore, aluminum-inducible Alt(SB) expression is associated with induction of aluminum tolerance via enhanced root citrate exudation. These findings will allow us to identify superior Alt(SB) haplotypes that can be incorporated via molecular breeding and biotechnology into acid soil breeding programs, thus helping to increase crop yields in developing countries where acidic soils predominate.


Subject(s)
Adaptation, Physiological/drug effects , Aluminum/toxicity , Membrane Transport Proteins/genetics , Plant Proteins/genetics , Sorghum/genetics , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis/metabolism , Cell Membrane/metabolism , Drug Resistance, Multiple/genetics , Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Membrane Transport Proteins/biosynthesis , Membrane Transport Proteins/metabolism , Microscopy, Confocal , Molecular Sequence Data , Mutation , Plant Roots/genetics , Plant Roots/growth & development , Plants, Genetically Modified , Reverse Transcriptase Polymerase Chain Reaction , Sorghum/growth & development
20.
Proc Natl Acad Sci U S A ; 103(25): 9738-43, 2006 Jun 20.
Article in English | MEDLINE | ID: mdl-16740662

ABSTRACT

Aluminum (Al) tolerance in Arabidopsis is a genetically complex trait, yet it is mediated by a single physiological mechanism based on Al-activated root malate efflux. We investigated a possible molecular determinant for Al tolerance involving a homolog of the wheat Al-activated malate transporter, ALMT1. This gene, named AtALMT1 (At1g08430), was the best candidate from the 14-member AtALMT family to be involved with Al tolerance based on expression patterns and genomic location. Physiological analysis of a transferred DNA knockout mutant for AtALMT1 as well as electrophysiological examination of the protein expressed in Xenopus oocytes showed that AtALMT1 is critical for Arabidopsis Al tolerance and encodes the Al-activated root malate efflux transporter associated with tolerance. However, gene expression and sequence analysis of AtALMT1 alleles from tolerant Columbia (Col), sensitive Landsberg erecta (Ler), and other ecotypes that varied in Al tolerance suggested that variation observed at AtALMT1 is not correlated with the differences observed in Al tolerance among these ecotypes. Genetic complementation experiments indicated that the Ler allele of AtALMT1 is equally effective as the Col allele in conferring Al tolerance and Al-activated malate release. Finally, fine-scale mapping of a quantitative trait locus (QTL) for Al tolerance on chromosome 1 indicated that AtALMT1 is located proximal to this QTL. These results indicate that AtALMT1 is an essential factor for Al tolerance in Arabidopsis but does not represent the major Al tolerance QTL also found on chromosome 1.


Subject(s)
Aluminum/pharmacology , Arabidopsis Proteins/metabolism , Arabidopsis/drug effects , Arabidopsis/metabolism , Genes, Plant/genetics , Organic Anion Transporters/metabolism , Amino Acids/genetics , Amino Acids/metabolism , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis Proteins/genetics , DNA, Plant/genetics , Electrophysiology , Molecular Sequence Data , Mutation/genetics , Organic Anion Transporters/genetics , Plant Roots/drug effects , Plant Roots/metabolism , Polymorphism, Genetic/genetics
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