Related Experiment Video
Updated: Jan 8, 2026

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Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
Published on: June 17, 2012
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Decoding nitrogen uptake efficiency in maize and sorghum: insights from comparative gene regulatory networks
Janeen Braynen1, Lifang Zhang1, Sunita Kumari1
1Cold Spring Harbor Laboratory, 1 Bungtown Road, Cold Spring Harbor, New York, 11724, USA.
The Plant Journal : for Cell and Molecular Biology
|December 18, 2025
Summary
Researchers mapped maize and sorghum gene networks to understand nitrogen use efficiency (NUE). They identified key regulators and conserved pathways, offering insights for improving crop NUE.
Area of Science:
- Plant molecular biology
- Agricultural science
- Genomics
Background:
- Nitrogen (N) is crucial for plant growth, but optimizing nitrogen use efficiency (NUE) is a persistent agricultural challenge.
- Understanding the genetic regulation of plant responses to nitrogen availability is key to improving crop yields.
Purpose of the Study:
- To construct and analyze maize and sorghum nitrogen use efficiency gene regulatory networks (NUE GRNs).
- To identify conserved and species-specific regulatory mechanisms underlying early nitrogen responsiveness in plants.
Main Methods:
- Construction of a maize NUE GRN (mNUEGRN) using enhanced yeast one-hybrid assays, identifying 1625 protein-DNA interactions.
- Projection of a sorghum NUE GRN (spNUEGRN) and analysis of N-responsive subnetworks via transcriptome profiling under nitrogen stress.
- Cross-species comparison with an Arabidopsis GRN and Gini correlation analysis to identify conserved interactions and feed-forward loops (FFLs).
Main Results:
- Identified 1625 protein-DNA interactions in the mNUEGRN, with bZIP18 and bZIP30 as central regulators.
- Discovered approximately 18% conserved interactions between maize and Arabidopsis GRNs, particularly in nitrate assimilation.
- Uncovered 764 FFLs in mNUEGRN and 638 in spNUEGRN, with some identified in both leaf and root tissues, suggesting roles in modulating N-responsive transcription.
Conclusions:
- The study reveals conserved and species-specific regulatory strategies for early nitrogen responsiveness in maize and sorghum.
- Identified potential candidate regulatory motifs (FFLs) that warrant further investigation for their role in NUE.
- Provides a foundation for engineering crops with enhanced nitrogen use efficiency.
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