ArticleBMC plant biology2011
The salt-responsive transcriptome of chickpea roots and nodules via deepSuperSAGE.
Article in BMC plant biology, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
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37 citing papers in PubMed, 120 citations in OpenAlex.
- Maintaining nitrogen balance under salt stress through enhanced nodule function and antioxidative defense in chickpea.Scientific reports · 2025Article
- Network interactions with functional roles and evolutionary relationships for BURP domain-containing proteins in chickpea and model species.Bioinformation · 2023Article
- Comparative transcriptome analysis reveals molecular regulation of salt tolerance in two contrasting chickpea genotypes.Frontiers in plant science · 2023Article
- Defining the mutation sites in chickpea nodulation mutants PM233 and PM405.BMC plant biology · 2022Article
- Crucial Cell Signaling Compounds Crosstalk and Integrative Multi-Omics Techniques for Salinity Stress Tolerance in Plants.Frontiers in plant science · 2021Review
- Physiological and Multi-Omics Approaches for Explaining Drought Stress Tolerance and Supporting Sustainable Production of Rice.Frontiers in plant science · 2021Review
- HT-SuperSAGE of the gut tissue of a Vip3Aa-resistant Heliothis virescens (Lepidoptera: Noctuidae) strain provides insights into the basis of resistance.Insect science · 2019Article
- Jasmonic Acid Signaling Pathway in Plants.International journal of molecular sciences · 2019Review
- Salinity stress response and 'omics' approaches for improving salinity stress tolerance in major grain legumes.Plant cell reports · 2019Review
- Current advances in chickpea genomics: applications and future perspectives.Plant cell reports · 2018Review
- Differential Regulation of Genes Involved in Root Morphogenesis and Cell Wall Modification is Associated with Salinity Tolerance in Chickpea.Scientific reports · 2018Article
- Improving Salt Tolerance of Chickpea Using Modern Genomics Tools and Molecular Breeding.Current genomics · 2017Review
- Exploring the heat-responsive chaperones and microsatellite markers associated with terminal heat stress tolerance in developing wheat.Functional & integrative genomics · 2017Article
- Transcriptomics analysis of salt stress tolerance in the roots of the mangrove Avicennia officinalis.Scientific reports · 2017Article
- Deep Super-SAGE transcriptomic analysis of cold acclimation in lentil (Lens culinaris Medik.).BMC plant biology · 2017Article
- Transcriptome landscape of perennial wild Cicer microphyllum uncovers functionally relevant molecular tags regulating agronomic traits in chickpea.Scientific reports · 2016Article
- Transcriptome analyses reveal genotype- and developmental stage-specific molecular responses to drought and salinity stresses in chickpea.Scientific reports · 2016Article
- Article
- Harnessing Next Generation Sequencing in Climate Change: RNA-Seq Analysis of Heat Stress-Responsive Genes in Wheat (Triticum aestivum L.).Omics : a journal of integrative biology · 2015Article
- Physiological and Molecular Aspects of Tolerance to Environmental Constraints in Grain and Forage Legumes.International journal of molecular sciences · 2015Review
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Authors and funding
11 authors at 4 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe combination of high-throughput transcript profiling and next-generation sequencing technologies is a prerequisite for genome-wide comprehensive transcriptome analysis. Our recent innovation of deepSuperSAGE is based on an advanced SuperSAGE protocol and its combination with massively parallel pyrosequencing on Roche's 454 sequencing platform. As a demonstration of the power of this combination, we have chosen the salt stress transcriptomes of roots and nodules of the third most important legume crop chickpea (Cicer arietinum L.). While our report is more technology-oriented, it nevertheless addresses a major world-wide problem for crops generally: high salinity. Together with low temperatures and water stress, high salinity is responsible for crop losses of millions of tons of various legume (and other) crops. Continuously deteriorating environmental conditions will combine with salinity stress to further compromise crop yields. As a good example for such stress-exposed crop plants, we started to characterize salt stress responses of chickpeas on the transcriptome level.
resultsWe used deepSuperSAGE to detect early global transcriptome changes in salt-stressed chickpea. The salt stress responses of 86,919 transcripts representing 17,918 unique 26 bp deepSuperSAGE tags (UniTags) from roots of the salt-tolerant variety INRAT-93 two hours after treatment with 25 mM NaCl were characterized. Additionally, the expression of 57,281 transcripts representing 13,115 UniTags was monitored in nodules of the same plants. From a total of 144,200 analyzed 26 bp tags in roots and nodules together, 21,401 unique transcripts were identified. Of these, only 363 and 106 specific transcripts, respectively, were commonly up- or down-regulated (>3.0-fold) under salt stress in both organs, witnessing a differential organ-specific response to stress.Profiting from recent pioneer works on massive cDNA sequencing in chickpea, more than 9,400 UniTags were able to be linked to UniProt entries. Additionally, gene ontology (GO) categories over-representation analysis enabled to filter out enriched biological processes among the differentially expressed UniTags. Subsequently, the gathered information was further cross-checked with stress-related pathways. From several filtered pathways, here we focus exemplarily on transcripts associated with the generation and scavenging of reactive oxygen species (ROS), as well as on transcripts involved in Na+ homeostasis. Although both processes are already very well characterized in other plants, the information generated in the present work is of high value. Information on expression profiles and sequence similarity for several hundreds of transcripts of potential interest is now available.
conclusionsThis report demonstrates, that the combination of the high-throughput transcriptome profiling technology SuperSAGE with one of the next-generation sequencing platforms allows deep insights into the first molecular reactions of a plant exposed to salinity. Cross validation with recent reports enriched the information about the salt stress dynamics of more than 9,000 chickpea ESTs, and enlarged their pool of alternative transcripts isoforms. As an example for the high resolution of the employed technology that we coin deepSuperSAGE, we demonstrate that ROS-scavenging and -generating pathways undergo strong global transcriptome changes in chickpea roots and nodules already 2 hours after onset of moderate salt stress (25 mM NaCl). Additionally, a set of more than 15 candidate transcripts are proposed to be potential components of the salt overly sensitive (SOS) pathway in chickpea. Newly identified transcript isoforms are potential targets for breeding novel cultivars with high salinity tolerance. We demonstrate that these targets can be integrated into breeding schemes by micro-arrays and RT-PCR assays downstream of the generation of 26 bp tags by SuperSAGE.
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