ArticleScientific reports2017
Transcriptomic basis for drought-resistance in Brassica napus L.
Article in Scientific reports, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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Who cites it
34 citing papers in PubMed.
- Integrating multiomic resources and gene expression studies to identify candidates for engineering climate-resilientFrontiers in plant science · 2026Review
- Comparative transcriptomic and biochemical analyses reveal candidate regulatory genes associated with early drought response signatures in contrasting rapeseed (Brassica napus) cultivars.Scientific reports · 2025Article
- Exploring metabolite diversity in global rapeseed germplasm: insights into ecotypes, geographical influences, and correlations with diabetes.BMC plant biology · 2025Article
- Transcriptional and epigenomic changes in response to polyethylene glycol-triggered osmotic stress in Brassica napus L.Journal of experimental botany · 2025Article
- Polyploidization-driven transcriptomic dynamics in Medicago sativa neotetraploids: mRNA, smRNA and allele-specific gene expression.BMC plant biology · 2025Article
- GWAS and WGCNA analysis uncover candidate genes associated with drought inFrontiers in plant science · 2025Article
- Transcriptome and metabolome analyses reveal the regulatory role of MdPYL9 in drought resistance in apple.BMC plant biology · 2024Article
- Transcriptome Analysis and Metabolic Profiling Reveal the Key Regulatory Pathways in Drought Stress Responses and Recovery in Tomatoes.International journal of molecular sciences · 2024Article
- Biochar alleviates single and combined effects of salinity and drought stress in faba bean plants.Photosynthetica · 2024Article
- Transgressive and parental dominant gene expression and cytosine methylation during seed development in Brassica napus hybrids.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Article
- Identification of Trehalose-6-Phosphate Synthase (TPS) Genes Associated with Both Source-/Sink-Related Yield Traits and Drought Response in Rapeseed (Plants (Basel, Switzerland) · 2023Article
- Expression complementation of gene presence/absence polymorphisms in hybrids contributes importantly to heterosis in sunflower.Journal of advanced research · 2022Article
- Exploring drought-responsive crucial genes iniScience · 2022Article
- Article
- Transcriptomic, Metabolomic and Ionomic Analyses Reveal Early Modulation of Leaf Mineral Content inInternational journal of molecular sciences · 2022Article
- Dissection of physiological, transcriptional, and metabolic traits in two tall fescue genotypes with contrasting drought tolerance.Plant-environment interactions (Hoboken, N.J.) · 2021Article
- Transcriptome Analysis Reveals Roles of Anthocyanin- and Jasmonic Acid-Biosynthetic Pathways in Rapeseed in Response to High Light Stress.International journal of molecular sciences · 2021Article
- Identification of WRKY transcription factors responding to abiotic stresses in Brassica napus L.Planta · 2021Article
- Transcriptomic responses to drought stress among natural populations provide insights into local adaptation of weeping forsythia.BMC plant biology · 2021Article
- Comparative analysis of drought-responsive and -adaptive genes in Chinese wingnut (Pterocarya stenoptera C. DC).BMC genomics · 2021Article
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Authors and funding
6 authors.
Funding
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Abstract
Based on transcriptomic data from four experimental settings with drought-resistant and drought-sensitive cultivars under drought and well-watered conditions, statistical analysis revealed three categories encompassing 169 highly differentially expressed genes (DEGs) in response to drought in Brassica napus L., including 37 drought-resistant cultivar-related genes, 35 drought-sensitive cultivar-related genes and 97 cultivar non-specific ones. We provide evidence that the identified DEGs were fairly uniformly distributed on different chromosomes and their expression patterns are variety specific. Except commonly enriched in response to various stimuli or stresses, different categories of DEGs show specific enrichment in certain biological processes or pathways, which indicated the possibility of functional differences among the three categories. Network analysis revealed relationships among the 169 DEGs, annotated biological processes and pathways. The 169 DEGs can be classified into different functional categories via preferred pathways or biological processes. Some pathways might simultaneously involve a large number of shared DEGs, and these pathways are likely to cross-talk and have overlapping biological functions. Several members of the identified DEGs fit to drought stress signal transduction pathway in Arabidopsis thaliana. Finally, quantitative real-time PCR validations confirmed the reproducibility of the RNA-seq data. These investigations are profitable for the improvement of crop varieties through transgenic engineering.
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