Differential Regulation of Genes Involved in Root Morphogenesis and Cell Wall Modification is Associated with Salinity Tolerance in Chickpea
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ABSTRACT:
ORGANISM(S): Cicer arietinum
PROVIDER: GSE110127 | GEO | 2018/04/03
REPOSITORIES: GEO
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Project description:Analysis of root gene expression of salt-tolerant genotypes FL478, Pokkali and IR63731, and salt-sensitive genotype IR29 under control and salinity-stressed conditions during vegetative growth. Results provide insight into the genetic basis of salt tolerance in indica rice. Keywords: stress response
2009-07-16 | GSE14403 | GEO
Project description:Salinity is a major constraint for intrinsically salt sensitive grain legume chickpea. Chickpea exhibits large genetic variation amongst cultivars, which show better yields in saline conditions but still need to be improved further for sustainable crop production. Based on previous multi-location physiological screening, JG 11 (salt tolerant) and ICCV 2 (salt sensitive) were subjected to salt stress to evaluate their physiological and transcriptional responses. A total of ~480 million RNA-Seq reads were sequenced from root tissues which resulted in identification of 3,053 differentially expressed genes (DEGs) in response to salt stress. Reproductive stage shows high number of DEGs suggesting major transcriptional reorganization in response to salt to enable tolerance. Importantly, cationic peroxidase, Aspartic ase, NRT1/PTR, phosphatidylinositol phosphate kinase, DREB1E and ERF genes were significantly up-regulated in tolerant genotype. In addition, we identified a suite of important genes involved in cell wall modification and root morphogenesis such as dirigent proteins, expansin and casparian strip membrane proteins that could potentially confer salt tolerance. Further, phytohormonal cross-talk between ERF and PIN-FORMED genes which modulate the root growth was observed. The gene set enrichment analysis and functional annotation of these genes suggests they may be utilised as potential candidates for improving chickpea salt tolerance.
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Project description:In present study we compared transcriptional response to salinity stress between susceptible CO 12 and tolerant genotype trichy 1 of finger millet. We found out that several functional group of genes like transporters, transcription factors, genes involved in cell signalling, osmotic homeostasis, compatible solutes biosynthesis were upregulated more in tolerant genotype as compared to susceptible genotype in response to salinity stress. Salnity inhibited photosynthetic capacity and photosynthesis related genes more in susceptible genotype as compared to tolerant genotype. Identified genes are excellent targets for further functional studies in order to understand more specific molecular mechanisms of salt tolerance in two genotypes of finger millet and can be further used for developing salinity tolerant crops through genetic engineering.
2014-08-15 | GSE55462 | GEO
Project description:Strophostyles helvola is a close relative to common bean (Phaseolus vulgaris) and inhabits both coastal and non-coastal regions in North America. However, the mechanism of saline adaptation in S. helvola remains unclear. A transcriptome profiling would facilitate dissecting the underlying molecular mechanisms in salinity-adapted S. helvola. In this study, we reported the RNAseq analyses of two genotypes (a salt-tolerant beach genotype and a salt-sensitive inland genotype) of S. helvola stressed with salt. S. helvola plants were grown in pots and treated with half lethal-guided dose of NaCl solution for 3h, 24h, and 7d. The plants supplied with the same amount of water were used as controls. The whole roots sampled from the three time points were equally pooled as one biological replicate, and three replicates were used for library construction and transcriptome sequencing on Illumina Hiseq 2500. The comparative analyses of root transcriptomes presented here provides a valuable resource for discovery of genes and networks involved in salt tolerance in S. helvola.
2018-12-06 | GSE121143 | GEO
Project description:RNA sequencing of salinity tolerant Arabidopsis thaliana mutants expressing zinc finger artificial transcription factors (ZF-ATFs), with and without salt treatment (0 mM and 75 mM NaCl).
2018-07-27 | GSE71488 | GEO
Project description:Salt stress is one major abiotic stress limiting maize grain yield throughout the world.To better understand maize salt tolerance molecular mechanism, comparative proteomic analysis was conducted on seedling roots of salt-tolerant genotype Jing724 and salt-sensitive genotype D9H under NaCl. Jing724 exhibited significantly higher germination rate and growth parameters (weight/length) than did D9H under salt treatment.We identified 565 differentially regulated proteins (DRP) usingiTRAQ and 89 were specific to Jing724 while 424 were specific to D9H. In salt stressed Jing724, pentose phosphate pathway, glutathione metabolism and nitrogen metabolism were enriched. By pathway enrichment and protein-protein interaction analyses, key DRPs such as glucose-6-phosphate 1-dehydrogenase, NADPH producing dehydrogenase, glutamate synthase and glutamine synthasewere identified.Additionally, salt responsive proteins of Jing724 were indicated to facilitate energy management, maintenance of redox homeostasis, reducing ammonia toxicity, osmotic homeostasis regulation, stress defense, stress adaptation, biotic cross-tolerance and gene transcription regulation. Quantification of multiple metabolic or enzymatic changes including SOD activity, MDA content, relative electrolyte leakage and Proline content were consistent with their predicted changes based on functions of DRPs. DRP analysis was correlated with the mRNA transcripts abundance variation of eight representative DRPs. These results contribute to elucidating molecular networks of salt tolerance.
2017-12-05 | PXD007711 | Pride
Project description:Salt stress is one major abiotic stress limiting maize grain yield throughout the world.To better understand maize salt tolerance molecular mechanism, comparative proteomic analysis was conducted on seedling roots of salt-tolerant genotype Jing724 and salt-sensitive genotype D9H under NaCl. Jing724 exhibited significantly higher germination rate and growth parameters (weight/length) than did D9H under salt treatment.We identified 565 differentially regulated proteins (DRP) using iTRAQ and 89 were specific to Jing724 while 424 were specific to D9H. In salt stressed Jing724, pentose phosphate pathway, glutathione metabolism and nitrogen metabolism were enriched. By pathway enrichment and protein-protein interaction analyses, key DRPs such as glucose-6-phosphate 1-dehydrogenase, NADPH producing dehydrogenase, glutamate synthase and glutamine synthasewere identified.Additionally, salt responsive proteins of Jing724 were indicated to facilitate energy management, maintenance of redox homeostasis, reducing ammonia toxicity, osmotic homeostasis regulation, stress defense, stress adaptation, biotic cross-tolerance and gene transcription regulation. Quantification of multiple metabolic or enzymatic changes including SOD activity, MDA content, relative electrolyte leakage and Proline content were consistent with their predicted changes based on functions of DRPs. DRP analysis was correlated with the mRNA transcripts abundancevariation of eight representative DRPs. These results contribute to elucidating molecular networks of salt tolerance.
2017-12-05 | PXD007802 | Pride
Project description:In this study, the leaf tissue from shoots apical meristem stage of drought tolerant (ICC8261) and drought sensitive (ICC283) genotypes were analyzed using RNA sequencing to identify genes/pathways associated with drought tolerance/sensitivity in the both genotypes. It was observed that genes related to ethylene response, MYB-related protein, xyloglucan endotransglycosylase, alkane hydroxylase MAH-like, BON-1 associated, peroxidase 3, cysteine rich and transmembrane domain, vignain and mitochondrial uncoupling were specifically up-regulated in the tolerant genotype whereas, same genes were down-regulated in sensitive genotype.
2018-12-31 | GSE104609 | GEO
Project description:‘Pulsechip’, a boutique cDNA microarray, generated from a set of chickpea (Cicer arietinum L.) unigenes, grasspea (Lathyrus sativus L.) ESTs and lentil (Lens culinaris Med.) resistance gene analogs, was employed to generate an expression profile of chickpea accessions tolerant and susceptible to high-salinity stress. Two groups of a tolerant and susceptible accession were challenged with high-salinity stress. The experiments were performed in three biological replications. The experiments were conducted in reference design where respective tissues from unstressed plants served as control. The leaf/shoot and root tissues were collected at 24 and 48 h post-treatment (hpt) and used for hybridization to measure changes in RNA abundance of treatment vs. control. The tissues from five experimental replicate plants per biological replication were pooled together (shoot and root tissues separate for each time point) before RNA extraction. This RNA was used to prepare cDNA targets for expression analysis using microarray. The microarray had six technical replicate spots per EST. The transcript level for each EST/cDNA was firstly calculated as the average intensity of the six technical replicates and then the average intensity of three biological replicates. Data analysis included LOWESS normalization (LOcally WEighted polynomial regreSSion) to adjust for differences in quantity of initial RNA, labeling and detection efficiencies. A dye swap in one biological replicate adjusted dye bias, if any. The Differentially Expressed (DE) ESTs were identified as those with a 95% confidence interval for mean fold change (FC) that extended beyond the two-fold cut-off and also passed the Students t test (P<0.05) and FDR correction. These cut-offs translate into induced ESTs having a log2 ratio > 1 and repressed ESTs a ratio of < -1. The analysis consisted of three fold comparison. Firstly, the ESTs that were differentially expressed between treatment and control plants of each accession were detected. Then the ESTs that were similarly expressed by tolerant and susceptible accessions were then eliminated by comparison. This included a two-way comparison, where tolerant and susceptible genotypes were compared within and between groups. Lastly, ESTs that were consensually differentially expressed between tolerant and susceptible accessions of the two batches were identified. The hypothesis was that if a putative gene was consistently expressed only in tolerant or susceptible genotype for a particular stress, it might be a candidate for tolerance/susceptibility for that stress. Globally, the level of 409 transcripts was affected in response to high-salinity stress in all the genotypes and tissue types studied. Of the transcripts consistently expressed in tolerant genotypes in response to high-salinity stress, the annotation of transcripts at 24 hpt suggest a reduction in energy production in shoots and roots by repression of putative genes including P700 chlorophyll a-apoprotein (DY475501) and NADH-plastoquinone oxidoreductase subunit I (DY475287), cytosolic fructose 1,6-bisphosphatase (DY475548) and splicing factor-like protein (DY396290). The ATHP3 (DY396300) and protein kinase (DY475077) that are potentially involved in signalling cascades responsible for sensing and relaying osmotic stress signals, were consistently repressed in tolerant genotypes in response to high-salinity. Additionally a glycine rich protein (DY396342) that is associated with lignification of cell walls in response to wounding and pathogen attack was repressed in tolerant genotypes. In tolerant genotypes at 48 hpt, two energy and metabolic-related transcripts were consistently repressed in roots, including a carbonic anhydrase (DY475403) and putative thiazole biosynthetic enzyme (DY475242). In shoots, only a pathogenesis-related protein (DY396301) was consistently repressed at 48 hpt, but a similar transcript (DY396281) was induced in roots of tolerant genotypes at the same time. Only four transcripts were DE in susceptible genotypes at 24 hpt, all occurring in root tissue. Two of these were unknown/unclear, but the others included a proline oxidase transcript (DY475225) and a nuclear transport factor 2 (DY396436). At 48 hpi, a putative splicing factor-like protein (DY396290) and polyubiquitin (DY396328) were repressed in roots of susceptible genotypes. Interstingly, a putative xylosidase (DY475408) was induced in susceptible roots at 48 hpi. Finally, several unknown/unclear transcripts were DE in both tolerant and susceptible genotypes. Of interest were two unknowns (DY475293 and DY475521) that were consistently expressed in tolerant genotypes and may be important for high-salinity tolerance. Keywords: Chickpea, High-salinity stress, tolerant, susceptible, cDNA microarray
2007-04-03 | GSE7418 | GEO
Project description:In order to identify genes and pathways involved in drought tolerance, RNA was isolated from control and 15-days drought-stressed chickpea plants. Two chickpea genotypes, Desi PI598080 (“D”) and Kabuli Flip07 318C (“K”), respectively sensitive and tolerant to drought stresses were used. The 12 extracted RNAs (2 genotypes x 2 water regimes x 3 biological replicates) were sequenced, and the transcriptomic changes between the genotypes and water conditions were analysed. The genotype with higher drought sensitivity showed a generally higher change of gene transcripts than the genotype with less sensitivity, upregulating genes involved in photophosphorylation process (transferases, oxygen lyases and oxidoreductases), hormones (brassinosteroids, abscissic acid and gibberellin response), solute transporters, nutrient uptake and cell wall properties (cellulose synthases, hemicellulose synthases, poligalacturonases, pectate lyases). These results will be helpful for further studies aiming at identifying genes and molecular markers to develop chickpea cultivars resilient to water stress.
2023-09-03 | E-MTAB-13037 | biostudies-arrayexpress