ArticleBMC plant biology2020
Transcriptome analysis and differential gene expression profiling of two contrasting quinoa genotypes in response to salt stress.
Article in BMC plant biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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30 citing papers in PubMed, 58 citations in OpenAlex.
- Transcriptomic and Metabolomic Analyses Reveal the Phenylpropanoid Metabolism Regulatory Network inLife (Basel, Switzerland) · 2026Article
- Genome-Wide Identification of the JAZ Family in Quinoa and the Negative Regulatory Role of CqJAZ1 in Abiotic Stress Responses.International journal of molecular sciences · 2026Article
- Molecular basis of quinoa's resilience to abiotic stresses: implications for climate-adaptive crop breeding.Frontiers in plant science · 2026Review
- In Silico Characterisation and Determination of Gene Expression Levels of theInternational journal of molecular sciences · 2025Article
- Integrated Metabolomic and Transcriptomic Analysis Reveals the Molecular Regulatory Mechanism of Gamma-Aminobutyric Acid Accumulation in White Quinoa (Foods (Basel, Switzerland) · 2025Article
- In Silico Characterization and Determination of Gene Expression Levels Under Saline Stress Conditions in the Zinc Finger Family of the C1-2i Subclass inInternational journal of molecular sciences · 2025Article
- Optimum Nitrogen and Phosphorus Combination Improved Yield and Nutrient Use Efficiency of Sorghum in Saline Soil.Plants (Basel, Switzerland) · 2025Article
- Salt gradient-driven adaptation in okra: uncovering mechanisms of tolerance and growth regulation.Frontiers in plant science · 2025Article
- CqHKT1 and CqSOS1 mediate genotype-dependent NaFrontiers in plant science · 2025Article
- Genome assembly of a diversity panel of Chenopodium quinoa.Scientific data · 2024Article
- Comprehensive physiological, transcriptomic, and metabolomic analyses revealed the regulation mechanism of evergreen and cold resistance of Pinus koraiensis needles.BMC plant biology · 2024Article
- Mapping proteomic response to salinity stress tolerance in oil crops: Towards enhanced plant resilience.Journal, genetic engineering & biotechnology · 2024Review
- A near-complete assembly of the Houttuynia cordata genome provides insights into the regulatory mechanism of flavonoid biosynthesis in Yuxingcao.Plant communications · 2024Article
- Quinoa: A Promising Crop for Resolving the Bottleneck of Cultivation in Soils Affected by Multiple Environmental Abiotic Stresses.Plants (Basel, Switzerland) · 2024Review
- The Key Role of Plant Hormone Signaling Transduction and Flavonoid Biosynthesis Pathways in the Response of Chinese Pine (International journal of molecular sciences · 2024Article
- Current trends and prospects in quinoa research: An approach for strategic knowledge areas.Food science & nutrition · 2024Review
- Identification of Reference Genes for Precise Expression Analysis during Germination inInternational journal of molecular sciences · 2023Article
- Transcriptome profiling reveals multiple regulatory pathways of Tamarix chinensis in response to salt stress.Plant cell reports · 2023Article
- Combined transcriptomic and metabolomic analysis of alginate oligosaccharides alleviating salt stress in rice seedlings.BMC plant biology · 2023Article
- Integrative analysis of transcriptome and metabolome revealed the mechanisms by which flavonoids and phytohormones regulated the adaptation of alfalfa roots to NaCl stress.Frontiers in plant science · 2023Article
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2 authors at 1 institution in 1 country.
Funding
Abstract
backgroundSoil salinity is one of the major abiotic stress factors that affect crop growth and yield, which seriously restricts the sustainable development of agriculture. Quinoa is considered as one of the most promising crops in the future for its high nutrition value and strong adaptability to extreme weather and soil conditions. However, the molecular mechanisms underlying the adaptive response to salinity stress of quinoa remain poorly understood. To identify candidate genes related to salt tolerance, we performed reference-guided assembly and compared the gene expression in roots treated with 300 mM NaCl for 0, 0.5, 2, and 24 h of two contrasting quinoa genotypes differing in salt tolerance.
resultsThe salt-tolerant (ST) genotype displayed higher seed germination rate and plant survival rate, and stronger seedling growth potential as well than the salt-sensitive (SS) genotype under salt stress. An average of 38,510,203 high-quality clean reads were generated. Significant Gene Ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were identified to deeper understand the differential response. Transcriptome analysis indicated that salt-responsive genes in quinoa were mainly related to biosynthesis of secondary metabolites, alpha-Linolenic acid metabolism, plant hormone signal transduction, and metabolic pathways. Moreover, several pathways were significantly enriched amongst the differentially expressed genes (DEGs) in ST genotypes, such as phenylpropanoid biosynthesis, plant-pathogen interaction, isoquinoline alkaloid biosynthesis, and tyrosine metabolism. One hundred seventeen DEGs were common to various stages of both genotypes, identified as core salt-responsive genes, including some transcription factor members, like MYB, WRKY and NAC, and some plant hormone signal transduction related genes, like PYL, PP2C and TIFY10A, which play an important role in the adaptation to salt conditions of this species. The expression patterns of 21 DEGs were detected by quantitative real-time PCR (qRT-PCR) and confirmed the reliability of the RNA-Seq results.
conclusionsWe identified candidate genes involved in salt tolerance in quinoa, as well as some DEGs exclusively expressed in ST genotype. The DEGs common to both genotypes under salt stress may be the key genes for quinoa to adapt to salinity environment. These candidate genes regulate salt tolerance primarily by participating in reactive oxygen species (ROS) scavenging system, protein kinases biosynthesis, plant hormone signal transduction and other important biological processes. These findings provide theoretical basis for further understanding the regulation mechanism underlying salt tolerance network of quinoa, as well establish foundation for improving its tolerance to salinity in future breeding programs.
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