ArticleBMC plant biology2020
Identification of microRNAs in developing wheat grain that are potentially involved in regulating grain characteristics and the response to nitrogen levels.
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 27 papers.
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Who cites it
27 citing papers in PubMed, 55 citations in OpenAlex.
- Integrative multi-omics analysis uncovers the regulatory network of wheat grain development during grain filling.BMC plant biology · 2026Article
- Uncovering the potential MTAs, candidate genes and microRNAs regulatory networks involved in salinity stress tolerance triggered in Iranian Aegilops tauschii.Scientific reports · 2026Article
- Unveiling the wheat NTP gene family: insights from genome-wide identification and TaNTP6 haplotype analysis.BMC plant biology · 2025Article
- Comparative Proteome and Weighted Gene Co-Expression Network Analyses Uncover the Mechanism of Wheat Grain Protein Accumulation in Response to Nitrogen Fertilizer Application.Foods (Basel, Switzerland) · 2025Article
- Article
- Identification and Analysis of lncRNA and circRNA Related to Wheat Grain Development.International journal of molecular sciences · 2024Article
- Article
- Genome-wide expression analysis of novel heat-responsive microRNAs and their targets in contrasting wheat genotypes at reproductive stage under terminal heat stress.Frontiers in plant science · 2024Article
- Functional role of microRNA in the regulation of biotic and abiotic stress in agronomic plants.Frontiers in genetics · 2023Review
- The Dissection of Nitrogen Response Traits Using Drone Phenotyping and Dynamic Phenotypic Analysis to Explore N Responsiveness and Associated Genetic Loci in Wheat.Plant phenomics (Washington, D.C.) · 2023Article
- Integrated mRNA and Small RNA Sequencing Reveals a microRNA Regulatory Network Associated with Starch Biosynthesis in Lotus (International journal of molecular sciences · 2022Article
- Development and characterization of nitrogen and phosphorus use efficiency responsive genic and miRNA derived SSR markers in wheat.Heredity · 2022Article
- N6-Methyladenosine dynamic changes and differential methylation in wheat grain development.Planta · 2022Article
- MicroRNA Mediated Plant Responses to Nutrient Stress.International journal of molecular sciences · 2022Review
- Identification and characterization of miRNAome and target genes in Pseudostellaria heterophylla.PloS one · 2022Article
- Transcriptome Time-Course Analysis in the Whole Period of Cotton Fiber Development.Frontiers in plant science · 2022Article
- Identification of long non-coding RNA-microRNA-mRNA regulatory modules and their potential roles in drought stress response in wheat (Frontiers in plant science · 2022Article
- Temporal expression study of miRNAs in the crown tissues of winter wheat grown under natural growth conditions.BMC genomics · 2021Article
- Small RNAs, Degradome, and Transcriptome Sequencing Provide Insights into Papaya Fruit Ripening Regulated by 1-MCP.Foods (Basel, Switzerland) · 2021Article
- Identification of Novel miRNAs and Their Target Genes in the Response to Abscisic Acid inInternational journal of molecular sciences · 2021Article
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundMicroRNAs (miRNAs) play crucial roles in the regulation of plant development and growth, but little information is available concerning their roles during grain development under different nitrogen (N) application levels. Our objective was to identify miRNAs related to the regulation of grain characteristics and the response to different N fertilizer conditions.
resultsA total of 79 miRNAs (46 known and 33 novel miRNAs) were identified that showed significant differential expression during grain development under both high nitrogen (HN) and low nitrogen (LN) treatments. The miRNAs that were significantly upregulated early in grain development target genes involved mainly in cell differentiation, auxin-activated signaling, and transcription, which may be associated with grain size; miRNAs abundant in the middle and later stages target genes mainly involved in carbohydrate and nitrogen metabolism, transport, and kinase activity and may be associated with grain filling. Additionally, we identified 50 miRNAs (22 known and 28 novel miRNAs), of which 11, 9, and 39 were differentially expressed between the HN and LN libraries at 7, 17, and 27 days after anthesis (DAA). The miRNAs that were differentially expressed in response to nitrogen conditions target genes involved mainly in carbohydrate and nitrogen metabolism, the defense response, and transport as well as genes that encode ubiquitin ligase. Only one novel miRNA (PC-5p-2614_215) was significantly upregulated in response to LN treatment at all three stages, and 21 miRNAs showed significant differential expression between HN and LN conditions only at 27 DAA. We therefore propose a model for target gene regulation by miRNAs during grain development with N-responsive patterns.
conclusionsThe potential targets of the identified miRNAs are related to various biological processes, such as carbohydrate/nitrogen metabolism, transcription, cellular differentiation, transport, and defense. Our results indicate that miRNA-mediated networks, via posttranscriptional regulation, play crucial roles in grain development and the N response, which determine wheat grain weight and quality. Our study provides useful information for future research of regulatory mechanisms that focus on improving grain yield and quality.
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