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1.
Sci Rep ; 12(1): 5158, 2022 03 25.
Article in English | MEDLINE | ID: mdl-35338214

ABSTRACT

Water deficit stress at the early stage of development is one of the main factors limiting pearl millet production. One practice to counteract this limitation would be to resort to the application of hormones to stimulate plant growth and development at critical stages. Exogenous methyl jasmonate (MeJA) can improve drought tolerance by modulating signaling, metabolism, and photosynthesis pathways, therefore, we assumed that can occur in pearl millet during the early stage of development. To decipher the molecular mechanisms controlling these pathways, RNAseq was conducted in two pearl millet genotypes, drought-sensitive SosatC88 and drought-tolerant Souna3, in response to 200 µM of MeJA. Pairwise comparison between the MeJA-treated and non-treated plants revealed 3270 differentially expressed genes (DEGs) among 20,783 transcripts in SosatC88 and 127 DEGs out of 20,496 transcripts in Souna3. Gene ontology (GO) classification assigned most regulated DEGs in SosatC88 to heme binding, oxidation-reduction process, response to oxidative stress and membrane, and in Souna3 to terpene synthase activity, lyase activity, magnesium ion binding, and thylakoid. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis reveals that DEGs in SosatC88 are related to the oxidation-reduction process, the biosynthesis of other secondary metabolites, the signal transduction, and the metabolism of terpenoids, while in Souna3, DEGs are related to the metabolism of terpenoids and the energy metabolism. Two genes encoding a diterpenoid biosynthesis-related (Pgl_GLEAN_10009413) and a Glutathione S transferase T3 (Pgl_GLEAN_10034098) were contra-regulated between SosatC88 and Souna3. Additionally, five random genes differentially expressed by RNAseq were validated using qPCR, therefore, they are potential targets for the development of novel strategies breeding schemes for plant growth under water deficit stress. These insights into the molecular mechanisms of pearl millet genotype tolerance at the early stage of development contribute to the understanding of the role of hormones in adaptation to drought-prone environments.


Subject(s)
Pennisetum , Acetates , Cyclopentanes , Droughts , Gene Expression Profiling , Gene Expression Regulation, Plant , Gene Regulatory Networks , Hormones , Oxylipins , Pennisetum/genetics , Plant Breeding , Stress, Physiological/genetics , Terpenes , Transcriptome , Water
2.
Front Plant Sci ; 6: 1101, 2015.
Article in English | MEDLINE | ID: mdl-26697051

ABSTRACT

With the rapid rise in global population and the challenges caused by climate changes, the maximization of plant productivity and the development of sustainable agriculture strategies are vital for food security. One of the resources more affected in this new environment will be the limitation of water. In this study, we describe the use of non-invasive technologies exploiting sensors for visible, fluorescent, and near-infrared lights to accurately screen survival phenotypes in Arabidopsis thaliana exposed to water-limited conditions. We implemented two drought protocols and a robust analysis methodology that enabled us to clearly assess the wilting or dryness status of the plants at different time points using a phenomics platform. In conclusion, our approach has shown to be very accurate and suitable for experiments where hundred of samples have to be screened making a manual evaluation unthinkable. This approach can be used not only in functional genomics studies but also in agricultural applications.

3.
J Exp Bot ; 65(9): 2271-86, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24683181

ABSTRACT

The einkorn wheat mutant mvp-1 (maintained vegetative phase 1) has a non-flowering phenotype caused by deletions including, but not limited to, the genes CYS, PHYC, and VRN1. However, the impact of these deletions on global gene expression is still unknown. Transcriptome analysis showed that these deletions caused the upregulation of several pathogenesis-related (PR) and jasmonate-responsive genes. These results suggest that jasmonates may be involved in flowering and vernalization in wheat. To test this hypothesis, jasmonic acid (JA) and methyl jasmonate (MeJA) content in mvp and wild-type plants was measured. The content of JA was comparable in all plants, whereas the content of MeJA was higher by more than 6-fold in mvp plants. The accumulation of MeJA was also observed in vernalization-sensitive hexaploid winter wheat during cold exposure. This accumulation declined rapidly once plants were deacclimated under floral-inductive growth conditions. This suggests that MeJA may have a role in floral transition. To confirm this result, we treated vernalization-insensitive spring wheat with MeJA. The treatment delayed flowering with significant downregulation of both TaVRN1 and TaFT1 genes. These data suggest a role for MeJA in modulating vernalization and flowering time in wheat.


Subject(s)
Acetates/metabolism , Cyclopentanes/metabolism , Flowers/growth & development , Gene Expression Regulation, Plant , Oxylipins/metabolism , Plant Growth Regulators/metabolism , Plant Proteins/genetics , Triticum/genetics , Cold Temperature , Flowers/genetics , Flowers/metabolism , Gene Expression Regulation, Developmental , Plant Proteins/metabolism , Seasons , Transcription, Genetic , Triticum/metabolism
4.
Mol Genet Genomics ; 287(7): 575-90, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22684814

ABSTRACT

The transition to flowering in winter wheat requires prolonged exposure to low temperature, a process called vernalization. This process is regulated by a genetic pathway that involves at least three genes, Triticum aestivum VERNALIZATION 1 (TaVRN1), Triticum aestivum VERNALIZATION 2 (TaVRN2) and Triticum aestivum FLOWERING LOCUS T-like 1 (TaFT1). These genes regulate flowering by integrating environmental and developmental cues. To determine whether the expression of these genes is associated with the chromatin methylation state during vernalization in wheat, the level of two markers of histone modifications, the activator histone H3 trimethylation of lysine 4 (H3K4me3) and the repressor histone H3 trimethylation of lysine 27 (H3K27me3) were measured at the promoter regions of these three genes. Bioinformatics analysis of these promoters demonstrates the presence of conserved cis-acting elements in the promoters of the three vernalization genes, TaVRN1, TaVRN2 and TaFT1. These elements are targeted by common transcription factors in the vernalization responsive cereals. These promoters also contain the functional "units" PRE/TRE targeted by Polycomb and Trithorax proteins that maintain repressed or active transcription states of developmentally regulated genes. These proteins are known to be associated with the regulation of H3K4me3 and H3K27me3. Expression studies indicate that TaVRN1 and TaFT1 are up-regulated by vernalization in winter wheat. This up-regulation is associated with increased level of the activator H3K4me3 with no change in the level of the repressor H3K27me3 at the promoter region. This study shows that the flowering transition induced by vernalization in winter wheat is associated with histone methylation at the promoter level of TaVRN1 and TaFT1 while the role of these markers is less evident in TaVRN2 repression. This may represent part of the cellular memory of vernalization in wheat.


Subject(s)
Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Histones/metabolism , Triticum/genetics , Triticum/metabolism , Base Sequence , Blotting, Western , Cold Temperature , Flowers/genetics , Flowers/growth & development , Flowers/metabolism , Methylation , Molecular Sequence Data , Plant Proteins/genetics , Plant Proteins/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Sequence Homology, Nucleic Acid , Triticum/growth & development
5.
BMC Genomics ; 9: 400, 2008 Aug 27.
Article in English | MEDLINE | ID: mdl-18752686

ABSTRACT

BACKGROUND: Aluminum is considered the most limiting factor for plant productivity in acidic soils, which cover large areas of the world's potential arable lands. The inhibition of root growth is recognized as the primary effect of Al toxicity. To identify genes associated with Al stress and tolerance, transcriptome analyses of four different wheat lines (2 Al-tolerant and 2 Al sensitive) that differ in their response to Al were performed. RESULTS: Microarray expression profiling revealed that 83 candidate genes are associated with Al stress and 25 are associated with tolerance. The stress-associated genes include important enzymes such as pyruvate dehydrogenase, alternative oxidase, and galactonolactone oxidase, ABC transporter and ascorbate oxido-reducatase. The Al tolerance-associated genes include the ALMT-1 malate transporter, glutathione S-transferase, germin/oxalate oxidase, fructose 1,6-bisphosphatase, cysteine-rich proteins, cytochrome P450 monooxygenase, cellulose synthase, zinc finger transcription factor, disease resistance response protein and F-box containing domain protein. CONCLUSION: In this survey, we identified stress- and tolerance-associated genes that may be involved in the detoxification of Al and reactive oxygen species. Alternative pathways could help maintain the supply of important metabolites (H2O2, ascorbate, NADH, and phosphate) needed for Al tolerance and root growth. The Al tolerance-associated genes may be key factors that regulate these pathways.


Subject(s)
Aluminum/toxicity , Genes, Plant/drug effects , Triticum/genetics , Aluminum/metabolism , Ascorbic Acid/metabolism , Gene Expression Profiling , Gene Expression Regulation, Plant , Plant Roots/growth & development , Plant Roots/metabolism , Plants, Genetically Modified , Reactive Oxygen Species/metabolism , Signal Transduction , Triticum/drug effects , Triticum/metabolism
6.
Plant J ; 51(4): 670-80, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17587304

ABSTRACT

In wheat, VRN1/TaVRN1 and VRN2/TaVRN2 determine the growth habit and flowering time. In addition, the MADS box transcription factor VEGETATIVE TO REPRODUCTIVE TRANSITION 2 (TaVRT2) is also associated with the vernalization response in a manner similar to TaVRN2. However, the molecular relationship between these three genes and their products is unknown. Using transient expression assays in Nicotiana benthamiana, we show that TaVRT2 acts as a repressor of TaVRN1 transcription. TaVRT2 binds the CArG motif in the TaVRN1 promoter and represses its activity in vivo. In contrast, TaVRN2 does not bind the TaVRN1 promoter and has no direct effect on its activity, but it can enhance the repression effect of TaVRT2. This suggests that a repressor complex regulates the expression of TaVRN1. In winter wheat, TaVRT2, TaVRN2 and TaVRN1 transcripts accumulate in the shoot apical meristem and young leaves, and temporal expression is consistent with TaVRT2 and TaVRN2 being repressors of floral transition, whereas TaVRN1 is an activator. Non-vernalized spring wheat grown under a short-day photoperiod accumulates TaVRT2 and shows a delay in flowering, suggesting that TaVRT2 is regulated independently by photoperiod and low temperature. The data presented suggest that TaVRT2, in association with TaVRN2, represses the transcription of TaVRN1.


Subject(s)
MADS Domain Proteins/genetics , Plant Proteins/genetics , Transcription, Genetic , Triticum/genetics , Base Sequence , Electrophoretic Mobility Shift Assay , Flowers/genetics , Flowers/growth & development , Flowers/metabolism , Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , In Situ Hybridization , MADS Domain Proteins/metabolism , Models, Biological , Molecular Sequence Data , Photoperiod , Plant Leaves/genetics , Plant Leaves/growth & development , Plant Leaves/metabolism , Plant Proteins/metabolism , Plant Shoots/genetics , Plant Shoots/growth & development , Plant Shoots/metabolism , Plants, Genetically Modified , Promoter Regions, Genetic/genetics , Protein Binding , Reverse Transcriptase Polymerase Chain Reaction , Sequence Homology, Nucleic Acid , Temperature , Triticum/growth & development , Triticum/metabolism
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