ArticlePloS one2013
Transcriptome profiling of radish (Raphanus sativus L.) root and identification of genes involved in response to Lead (Pb) stress with next generation sequencing.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers.
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Who cites it
55 citing papers in PubMed.
- Transcriptome Analysis of Different Chinese Cabbage Varieties Under Cd and Pb Stresses.International journal of molecular sciences · 2025Article
- The Transcription Factor Basic Pentacysteine 5, RsBPC5, Enhances Lead Stress Tolerance inPlants (Basel, Switzerland) · 2025Article
- Transcriptome profiles of leaves and roots of Brassica napus L. in response to antimony stress.Scientific reports · 2025Article
- Co-expression ofFrontiers in plant science · 2025Article
- Xyloglucan endotransglucosylase/hydrolase 25 positively regulates the lead tolerance inFrontiers in plant science · 2025Article
- Pb uptake, accumulation, and translocation in plants: Plant physiological, biochemical, and molecular response: A review.Heliyon · 2024Review
- Transcriptome Analysis Reveals the Mechanism of Exogenous Selenium in Alleviating Cadmium Stress in Purple Flowering Stalks (International journal of molecular sciences · 2024Article
- Systematic analysis of Heat Shock Protein 70 (HSP70) gene family in radish and potential roles in stress tolerance.BMC plant biology · 2024Article
- Review
- Systems biology of chromium-plant interaction: insights from omics approaches.Frontiers in plant science · 2023Review
- De Novo Transcriptome Assembly, Gene Annotations, and Characterization of Functional Profiling Reveal Key Genes for Lead Alleviation in the Pb Hyperaccumulator Greek Mustard (Current issues in molecular biology · 2022Article
- Salt Priming as a Smart Approach to Mitigate Salt Stress in Faba Bean (Plants (Basel, Switzerland) · 2022Article
- Genome-wide identification of sugar transporter gene family in Brassicaceae crops and an expression analysis in the radish.BMC plant biology · 2022Article
- Melatonin-induced DNA demethylation of metal transporters and antioxidant genes alleviates lead stress in radish plants.Horticulture research · 2021Article
- Pb Stress and Ectomycorrhizas: Strong Protective Proteomic Responses in Poplar Roots Inoculated withInternational journal of molecular sciences · 2021Article
- Global gene expression perturbations in rapeseed due to the introduction of alien radish chromosomes.Journal of genetics · 2021Article
- Genome-Wide Identification and Functional Characterization of the Cation Proton Antiporter (CPA) Family Related to Salt Stress Response in Radish (International journal of molecular sciences · 2020Article
- Impact of Pb onFrontiers in microbiology · 2020Article
- Endoplasmic Reticulum-Mediated Protein Quality Control and Endoplasmic Reticulum-Associated Degradation Pathway Explain the Reduction of N-glycoprotein Level Under the Lead Stress.Frontiers in plant science · 2020Article
- Gene Regulatory Network Guided Investigations and Engineering of Storage Root Development in Root Crops.Frontiers in plant science · 2020Review
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7 authors.
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Abstract
Lead (Pb), one of the most toxic heavy metals, can be absorbed and accumulated by plant roots and then enter the food chain resulting in potential health risks for human beings. The radish (Raphanus sativus L.) is an important root vegetable crop with fleshy taproots as the edible parts. Little is known about the mechanism by which radishes respond to Pb stress at the molecular level. In this study, Next Generation Sequencing (NGS)-based RNA-seq technology was employed to characterize the de novo transcriptome of radish roots and identify differentially expressed genes (DEGs) during Pb stress. A total of 68,940 assembled unique transcripts including 33,337 unigenes were obtained from radish root cDNA samples. Based on the assembled de novo transcriptome, 4,614 DEGs were detected between the two libraries of untreated (CK) and Pb-treated (Pb1000) roots. Gene Ontology (GO) and pathway enrichment analysis revealed that upregulated DEGs under Pb stress are predominately involved in defense responses in cell walls and glutathione metabolism-related processes, while downregulated DEGs were mainly involved in carbohydrate metabolism-related pathways. The expression patterns of 22 selected genes were validated by quantitative real-time PCR, and the results were highly accordant with the Solexa analysis. Furthermore, many candidate genes, which were involved in defense and detoxification mechanisms including signaling protein kinases, transcription factors, metal transporters and chelate compound biosynthesis related enzymes, were successfully identified in response to heavy metal Pb. Identification of potential DEGs involved in responses to Pb stress significantly reflected alterations in major biological processes and metabolic pathways. The molecular basis of the response to Pb stress in radishes was comprehensively characterized. Useful information and new insights were provided for investigating the molecular regulation mechanism of heavy metal Pb accumulation and tolerance in root vegetable crops.
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