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Updated: Jul 2, 2025

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Glutamine Flux Imaging Using Genetically Encoded Sensors
Published on: July 31, 2014
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Nitrogen sensing and regulatory networks: it's about time and space
Carly M Shanks1, Karin Rothkegel2,3, Matthew D Brooks4
1Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA.
The Plant Cell
|February 17, 2024
Summary
Plants utilize complex nitrogen (N) sensing and signaling to coordinate growth. Systems biology reveals temporal and spatial mechanisms, including transcription factor dynamics and cell-to-cell communication, for improved N use efficiency.
Area of Science:
- Plant Biology
- Systems Biology
- Molecular Biology
Background:
- Plant nitrogen (N) status is regulated by intricate sensing and signaling pathways.
- Understanding these pathways is crucial for optimizing plant growth and agricultural practices.
Purpose of the Study:
- To review novel temporal and spatial systems biology approaches in understanding plant nitrogen sensing and signaling.
- To highlight the integration of N responses across cell types and organs.
Main Methods:
- Analysis of transcriptional responses to N-dose using Michaelis-Menten kinetics.
- Investigating the role of the NLP7 transcription factor in nitrate sensing and gene regulation.
- Utilizing single-cell sequencing, trajectory inference, and machine learning for spatial N-sensing analysis.
Main Results:
- Identified temporal transcriptional cascades and the "hit-and-run" regulatory mode of NLP7.
- Uncovered cell type-specific N-sensing in roots and root-to-shoot communication pathways.
- Explored advanced computational approaches for dissecting N-signaling dynamics.
Conclusions:
- Temporal and spatial systems biology approaches provide novel insights into plant N sensing and signaling.
- Understanding these mechanisms can lead to improved nitrogen-use efficiency in crops.
- Reducing excessive fertilizer use can mitigate environmental pollution and greenhouse gas emissions.
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