Related Experiment Video
Updated: Oct 27, 2026

Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
Published on: June 17, 2012
Integrated Transcriptomic and Metabolomic Analyses Reveal Leaf Regulatory Mechanisms Underlying Low-Nitrogen
Jing Pan1, Miaomiao Huang1, Zeliang Ju2
1Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China.
Abstract:
Nitrogen deficiency limits oat growth and productivity, but the molecular basis of contrasting low-nitrogen responses among oat germplasms remains poorly understood. This study compared the low-nitrogen-tolerant germplasm Jiayan No.2 with the low-nitrogen-sensitive germplasm ZNY256 after 15 days of hydroponic cultivation under normal nitrogen (10 mM NH4NO3) or low nitrogen (1.25 mM NH4NO3). Growth traits, plant nitrogen content, nitrogen-metabolism-related enzyme activities, soluble sugar content, transcriptomes, and untargeted metabolomes were analyzed. Low nitrogen reduced plant height and plant nitrogen content in both germplasms, with more pronounced changes in ZNY256. Root length was unaffected, whereas root dry weight decreased only in ZNY256. ZNY256 also showed a larger transcriptional response than Jiayan No.2. Functional analyses highlighted phenylpropanoid and flavonoid biosynthesis, glutathione and nitrogen metabolism, ribosome biogenesis, and plant MAPK signaling. Metabolomic profiling identified changes in amino acid-, lipid-, secondary metabolite-, and antioxidant-related features. Integrated analysis and qRT-PCR validation further identified candidate genes associated with these responses. These findings characterize transcriptional and metabolic changes associated with the contrasting responses of the two oat germplasms to nitrogen deficiency and provide candidate genes, metabolites, and pathways for further investigation of low-nitrogen adaptation in oat.
Related Concept Videos
Overview of Metabolism
Plant Metabolism
Sunlight, the primary source of energy in plants, is first absorbed by the chlorophyll pigments present in their leaves. Plants then use this energy to carry out photosynthesis, where water is oxidized into oxygen and carbon dioxide...
Key Elements for Plant Nutrition
Regulation of Transpiration by Stomata
Overview of Nitrogen Metabolism
The largest pool of nitrogen available in the terrestrial ecosystem is gaseous nitrogen (N2) from the air, but this nitrogen...
Adaptations that Reduce Water Loss
Light Acquisition