ArticleBMC plant biology2015
Transcriptomic changes due to water deficit define a general soybean response and accession-specific pathways for drought avoidance.
Article in BMC plant biology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 51 citations in OpenAlex.
- Drought tolerance in soybean: genetics, metabolomics, remote sensing, and breeding for enhanced drought tolerance.Frontiers in plant science · 2026Review
- Genotype by Environment Interactions in Gene Regulation Underlie the Response to Soil Drying in the Model Grass Brachypodium distachyon.Molecular biology and evolution · 2025Article
- Deep short-read sequences facilitated identification of seven putative drought tolerance genes in a genome-wide association study in soybean.Frontiers in plant science · 2025Article
- RNA-seq profiling in leaf tissues of two soybean (Molecular breeding : new strategies in plant improvement · 2023Article
- Functional specialization of chloroplast vesiculation (Frontiers in plant science · 2023Article
- The Hidden Potential of High-Throughput RNA-Seq Re-Analysis, a Case Study for DHDPS, Key Enzyme of the Aspartate-Derived Lysine Biosynthesis Pathway and Its Role in Abiotic and Biotic Stress Responses in Soybean.Plants (Basel, Switzerland) · 2022Article
- A Nuclear Factor Y-B Transcription Factor,International journal of molecular sciences · 2022Article
- Selecting putative drought-tolerance markers in two contrasting soybeans.Scientific reports · 2022Article
- Key Soybean Seedlings Drought-Responsive Genes and Pathways Revealed by Comparative Transcriptome Analyses of Two Cultivars.International journal of molecular sciences · 2022Article
- Phospholipases C and D and Their Role in Biotic and Abiotic Stresses.Plants (Basel, Switzerland) · 2021Review
- Extensive Variation in Drought-Induced Gene Expression Changes Between Loblolly Pine Genotypes.Frontiers in genetics · 2021Article
- Molecular Characterisation of Soybean Osmotins and Their Involvement in Drought Stress Response.Frontiers in genetics · 2021Article
- In search for drought-tolerant soybean: is the slow-wilting phenotype more than just a curiosity?Journal of experimental botany · 2020Article
- Mapping Quantitative Trait Loci for Soybean Seedling Shoot and Root Architecture Traits in an Inter-Specific Genetic Population.Frontiers in plant science · 2020Article
- Article
- Identification of Differentially Expressed Drought-Responsive Genes in Guar [International journal of genomics · 2020Article
- Differential expression of recently duplicated PTOX genes in Glycine max during plant development and stress conditions.Journal of bioenergetics and biomembranes · 2019Article
- Transcriptomic signature reveals mechanism of flower bud distortion in witches'-broom disease of soybean (Glycine max).BMC plant biology · 2019Article
- Endophytic bacterial microbiome associated with leaves of genetically modified (AtAREB1) and conventional (BR 16) soybean plants.World journal of microbiology & biotechnology · 2018Article
- Transcriptomic signature of drought response in pearl millet (Pennisetum glaucum (L.) and development of web-genomic resources.Scientific reports · 2018Article
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
backgroundAmong abiotic stresses, drought is the most common reducer of crop yields. The slow-wilting soybean genotype PI 416937 is somewhat robust to water deficit and has been used previously to map the trait in a bi-parental population. Since drought stress response is a complex biological process, whole genome transcriptome analysis was performed to obtain a deeper understanding of the drought response in soybean.
resultsContrasting data from PI 416937 and the cultivar 'Benning', we developed a classification system to identify genes that were either responding to water-deficit in both genotypes or that had a genotype x environment (GxE) response. In spite of very different wilting phenotypes, 90% of classifiable genes had either constant expression in both genotypes (33%) or very similar response profiles (E genes, 57%). By further classifying E genes based on expression profiles, we were able to discern the functional specificity of transcriptional responses at particular stages of water-deficit, noting both the well-known reduction in photosynthesis genes as well as the less understood up-regulation of the protein transport pathway. Two percent of classifiable genes had a well-defined GxE response, many of which are located within slow-wilting QTLs. We consider these strong candidates for possible causal genes underlying PI 416937's unique drought avoidance strategy.
conclusionsThere is a general and functionally significant transcriptional response to water deficit that involves not only known pathways, such as down-regulation of photosynthesis, but also up-regulation of protein transport and chromatin remodeling. Genes that show a genotypic difference are more likely to show an environmental response than genes that are constant between genotypes. In this study, at least five genes that clearly exhibited a genotype x environment response fell within known QTL and are very good candidates for further research into slow-wilting.
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