ArticleScientific reports2019
Identification of conserved and novel miRNAs responsive to heat stress in flowering Chinese cabbage using high-throughput sequencing.
Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17 citing papers in PubMed, 42 citations in OpenAlex.
- Heat stress-induced remodelling of lipid and microRNA networks in Brassica napus germinated pollen and pollen-derived small extracellular vesicles.Journal of experimental botany · 2026Article
- Regulatory Network of Leaf Senescence inInternational journal of molecular sciences · 2026Review
- Anther and pollen thermotolerance: molecular mechanisms and implications for plant reproduction under heat stress.Planta · 2026Review
- Advances in Functional Genomics for Exploring Abiotic Stress Tolerance Mechanisms in Cereals.Plants (Basel, Switzerland) · 2025Review
- Non-coding RNAs in plant stress responses: molecular insights and agricultural applications.Plant biotechnology journal · 2025Review
- Predicted roles of long non-coding RNAs in abiotic stress tolerance responses of plants.Molecular horticulture · 2024Review
- Comparative analysis of the carrot miRNAome in response to salt stress.Scientific reports · 2023Article
- Function identification of miR159a, a positive regulator during poplar resistance to drought stress.Horticulture research · 2023Article
- MicroRNA: A Dynamic Player from Signalling to Abiotic Tolerance in Plants.International journal of molecular sciences · 2023Review
- Identification of Conserved and Novel MicroRNAs with their Targets in Garden Pea (Bioinformatics and biology insights · 2023Article
- Roles of microRNAs in abiotic stress response and characteristics regulation of plant.Frontiers in plant science · 2022Review
- Identification of Nitrogen Starvation-Responsive miRNAs to Reveal the miRNA-Mediated Regulatory Network inFrontiers in genetics · 2022Article
- MicroRNAs: Potential Targets for Developing Stress-Tolerant Crops.Life (Basel, Switzerland) · 2021Review
- Comparative analysis of long noncoding RNAs in angiosperms and characterization of long noncoding RNAs in response to heat stress in Chinese cabbage.Horticulture research · 2021Article
- Identification and Analysis of Small Interfering RNAs Associated With Heat Stress in Flowering Chinese Cabbage Using High-Throughput Sequencing.Frontiers in genetics · 2021Article
- Small RNAs: The Essential Regulators in Plant Thermotolerance.Frontiers in plant science · 2021Review
- Article
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Authors and funding
7 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Plant microRNAs (miRNAs) are noncoding and endogenous key regulators that play significant functions in regulating plant responses to stress, and plant growth and development. Heat stress is a critical abiotic stress that reduces the yield and quality of flowering Chinese cabbage (Brassica campestris L. ssp. chinensis var. utilis Tsen et Lee). However, limited information is available on whether miRNAs are involved in the regulation of heat stress in B. campestris. A high-throughput sequencing approach was used to identify novel and conserved heat-responsive miRNAs in four small RNA libraries of flowering Chinese cabbage using leaves collected at 0 h, 1 h, 6 h and 12 h after a 38 °C heat-stress treatment. The analysis identified 41 conserved miRNAs (belonging to 19 MIR families), of which MIR156, MIR159, MIR168, MIR171 and MIR1885 had the most abundant molecules. Prediction and evaluation of novel miRNAs using the unannotated reads resulted in 18 candidate miRNAs. Differential expression analysis showed that most of the identified miRNAs were downregulated in heat-treated groups. To better understand functional importance, bioinformatic analysis predicted 432 unique putative target miRNAs involved in cells, cell parts, catalytic activity, cellular processes and abiotic stress responses. Furthermore, the Kyoto Encyclopedia of Genes and Genomes maps of flowering Chinese cabbage identified the significant role of miRNAs in stress adaptation and stress tolerance, and in several mitogen-activated protein kinases signaling pathways including cell death. This work presents a comprehensive study of the miRNAs for understanding the regulatory mechanisms and their participation in the heat stress of flowering Chinese cabbage.
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