Noncoding-RNA-Mediated Regulation in Response to Macronutrient Stress in Plants.
Ziwei LiPeng TianTengbo HuangJianzi HuangPublished in: International journal of molecular sciences (2021)
Macronutrient elements including nitrogen (N), phosphorus (P), potassium (K), calcium (Ca), magnesium (Mg), and sulfur (S) are required in relatively large and steady amounts for plant growth and development. Deficient or excessive supply of macronutrients from external environments may trigger a series of plant responses at phenotypic and molecular levels during the entire life cycle. Among the intertwined molecular networks underlying plant responses to macronutrient stress, noncoding RNAs (ncRNAs), mainly microRNAs (miRNAs) and long ncRNAs (lncRNAs), may serve as pivotal regulators for the coordination between nutrient supply and plant demand, while the responsive ncRNA-target module and the interactive mechanism vary among elements and species. Towards a comprehensive identification and functional characterization of nutrient-responsive ncRNAs and their downstream molecules, high-throughput sequencing has produced massive omics data for comparative expression profiling as a first step. In this review, we highlight the recent findings of ncRNA-mediated regulation in response to macronutrient stress, with special emphasis on the large-scale sequencing efforts for screening out candidate nutrient-responsive ncRNAs in plants, and discuss potential improvements in theoretical study to provide better guidance for crop breeding practices.
Keyphrases
- plant growth
- cancer therapy
- life cycle
- high throughput sequencing
- single cell
- healthcare
- stress induced
- primary care
- climate change
- transcription factor
- big data
- machine learning
- quality improvement
- drug delivery
- physical activity
- weight gain
- weight loss
- network analysis
- bioinformatics analysis
- artificial intelligence