ArticleBMC genomics2016
Genome-wide transcriptome analysis of soybean primary root under varying water-deficit conditions.
Article in BMC genomics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 of them syntheses that pooled it.
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Who cites it
46 citing papers in PubMed, 2 syntheses or guidelines pooled it, 137 citations in OpenAlex.
- Harnessing meta-analysis and artificial intelligence to reveal conserved regulatory biosignatures of abiotic stress in soybean.Biology direct · 2026Pooled it
- Meta-analysis of plant growth-promoting rhizobacteria interaction with host plants: implications for drought stress response gene expression.Frontiers in plant science · 2023Pooled it
- Gene network analysis predicts the primary regulators of ABA-dependent transcriptional activation and repression in Populus roots.PLoS genetics · 2026Article
- Genes associated with translation and oxidative phosphorylation as components of the translational response in nodulated and water-restricted soybean.BMC plant biology · 2026Article
- Breeding Climate-Resilient Soybeans for 2050 and Beyond: Leveraging Novel Technologies to Mitigate Yield Stagnation and Climate Change Impacts.Plants (Basel, Switzerland) · 2026Review
- Decoding core molecular mechanisms of heat-stress tolerance in Brassica napus using transcriptomics and machine learning.Plant cell reports · 2026Article
- A comparative analysis of root system characteristics, endogenous hormones, and transcriptome responses in tissue cultured ginger.BMC plant biology · 2026Article
- Unravelling mechanisms of drought tolerance in a soybean cultivar (Daewonkong roots): insights into integrative transcriptomic and metabolite analyses.BMC plant biology · 2026Article
- Integrating multi-omics approaches to shape legume root system architecture under drought stress: a comprehensive review.Frontiers in plant science · 2026Review
- Increased root growth and seed yield in transgenic soybean overexpressing NAC genes GmNAC19 and GmGRAB1.Plant cell reports · 2025Article
- The impact of Bisphenol A on the endophytic bacterial community and transcriptome of soybean seedlings.iScience · 2025Article
- Unravelling the molecular mechanism underlying drought stress tolerance in Dinanath (Pennisetum pedicellatum Trin.) grass via integrated transcriptomic and metabolomic analyses.BMC plant biology · 2024Article
- Water deficit response in nodulated soybean roots: a comprehensive transcriptome and translatome network analysis.BMC plant biology · 2024Article
- RNA Sequencing Analysis and Verification ofPlants (Basel, Switzerland) · 2024Article
- Metabolomics combined with transcriptomics and physiology reveals the regulatory responses of soybean plants to drought stress.Frontiers in genetics · 2024Article
- RNA-seq profiling in leaf tissues of two soybean (Molecular breeding : new strategies in plant improvement · 2023Article
- Overexpression of soybeanFrontiers in plant science · 2023Article
- Crop Root Responses to Drought Stress: Molecular Mechanisms, Nutrient Regulations, and Interactions with Microorganisms in the Rhizosphere.International journal of molecular sciences · 2022Review
- Article
- Analysis of Whole-Transcriptome RNA-Seq Data Reveals the Involvement of Alternative Splicing in the Drought Response ofFrontiers in genetics · 2022Article
Corrections and comments
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Authors and funding
11 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSoybean is a major crop that provides an important source of protein and oil to humans and animals, but its production can be dramatically decreased by the occurrence of drought stress. Soybeans can survive drought stress if there is a robust and deep root system at the early vegetative growth stage. However, little is known about the genome-wide molecular mechanisms contributing to soybean root system architecture. This study was performed to gain knowledge on transcriptome changes and related molecular mechanisms contributing to soybean root development under water limited conditions.
resultsThe soybean Williams 82 genotype was subjected to very mild stress (VMS), mild stress (MS) and severe stress (SS) conditions, as well as recovery from the severe stress after re-watering (SR). In total, 6,609 genes in the roots showed differential expression patterns in response to different water-deficit stress levels. Genes involved in hormone (Auxin/Ethylene), carbohydrate, and cell wall-related metabolism (XTH/lipid/flavonoids/lignin) pathways were differentially regulated in the soybean root system. Several transcription factors (TFs) regulating root growth and responses under varying water-deficit conditions were identified and the expression patterns of six TFs were found to be common across the stress levels. Further analysis on the whole plant level led to the finding of tissue-specific or water-deficit levels specific regulation of transcription factors. Analysis of the over-represented motif of different gene groups revealed several new cis-elements associated with different levels of water deficit. The expression patterns of 18 genes were confirmed byquantitative reverse transcription polymerase chain reaction method and demonstrated the accuracy and effectiveness of RNA-Seq.
conclusionsThe primary root specific transcriptome in soybean can enable a better understanding of the root response to water deficit conditions. The genes detected in root tissues that were associated with key hormones, carbohydrates, and cell wall-related metabolism could play a vital role in achieving drought tolerance and could be promising candidates for future functional characterization. TFs involved in the soybean root and at the whole plant level could be used for future network analysis between TFs and cis-elements. All of these findings will be helpful in elucidating the molecular mechanisms associated with water stress responses in soybean roots.
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