ArticleFrontiers in plant science2017
Integrating Small RNA Sequencing with QTL Mapping for Identification of miRNAs and Their Target Genes Associated with Heat Tolerance at the Flowering Stage in Rice.
Article in Frontiers in plant science, 2017. 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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Who cites it
30 citing papers in PubMed, 76 citations in OpenAlex.
- Recent advances in miRNAs mediated agronomical advantageous traits improvement in rice.Molecular biology reports · 2026Review
- Anther and pollen thermotolerance: molecular mechanisms and implications for plant reproduction under heat stress.Planta · 2026Review
- Rice and shine: a review of miRNA-mediated responses to abiotic stress inFrontiers in plant science · 2026Review
- Small but big player: the important role of microRNAs in rice.Frontiers in plant science · 2026Review
- MicroRNAs-mediated heat stress regulations in plants: Mechanisms and targets.The plant genome · 2025Review
- Genome-wide expression atlas of tomato flower buds revealed theHorticulture research · 2025Article
- Rice Heat Stress Response: Physiological Changes and Molecular Regulatory Network Research Progress.Plants (Basel, Switzerland) · 2025Review
- Positional frequency chaos game representation for machine learning-based classification of crop lncRNAs.bioRxiv : the preprint server for biology · 2025Article
- Decrypting molecular mechanism of heat stress tolerance in rice to tackle climate change challenges through recent approaches.Frontiers in plant science · 2025Review
- Functional characterization of protein SUMOylation in the miRNA transcription regulation during heat stress in Arabidopsis.The plant genome · 2024Article
- Genomics for monitoring and understanding species responses to global climate change.Nature reviews. Genetics · 2024Review
- Unveiling the Roles of LncRNAGenes · 2024Article
- The miR156b-GmSPL2b module mediates male fertility regulation of cytoplasmic male sterility-based restorer line under high-temperature stress in soybean.Plant biotechnology journal · 2023Article
- Time-Series Transcriptomic Analysis of Contrasting Rice Materials under Heat Stress Reveals a Faster Response in the Tolerant Cultivar.International journal of molecular sciences · 2023Article
- Genetic Research Progress: Heat Tolerance in Rice.International journal of molecular sciences · 2023Review
- High-temperature stress in crops: male sterility, yield loss and potential remedy approaches.Plant biotechnology journal · 2023Review
- DNABERT-based explainable lncRNA identification in plant genome assemblies.Computational and structural biotechnology journal · 2023Article
- Article
- The Characters of Non-Coding RNAs and Their Biological Roles in Plant Development and Abiotic Stress Response.International journal of molecular sciences · 2022Review
- Tuning Beforehand: A Foresight on RNA Interference (RNAi) and In Vitro-Derived dsRNAs to Enhance Crop Resilience to Biotic and Abiotic Stresses.International journal of molecular sciences · 2021Review
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although, microRNAs (miRNAs) have been reported to be associated with heat tolerance at the seedling stage in rice, their involvement in heat tolerance at the flowering stage is still unknown. In this study, small RNA profiling was conducted in a heat-tolerant variety Gan-Xiang-Nuo (GXN) and a heat-sensitive variety Hua-Jing-Xian-74 (HJX), respectively. Totally, 102 miRNAs were differentially expressed (DE) under heat stress. Compared to HJX, GXN had more DE miRNAs and its DE miRNAs changed earlier under heat stress. Plant Ontology (PO) analysis of the target genes revealed that many DE miRNAs were involved in flower development. As a parallel experiment, QTL mapping was also conducted and four QTLs for heat tolerance at the flowering stage were identified using chromosome single-segment substitution lines derived from GXN and HJX. Further, through integrating analysis of DE miRNAs with QTLs, we identified 8 target genes corresponding to 26 miRNAs within the four QTL regions. Some meaningful target genes such as
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.