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Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
Published on: June 17, 2012
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Multi-tissue to whole plant metabolic modelling
Rahul Shaw1, C Y Maurice Cheung2
1Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore, 117543, Singapore.
Cellular and Molecular Life Sciences : CMLS
|November 22, 2019
Summary
Multi-tissue genome-scale metabolic models integrate plant organ metabolism for studying physiological interactions. These models enhance our understanding of plant systems, from source-sink relationships to whole-plant physiology.
Area of Science:
- Plant Systems Biology
- Metabolic Engineering
- Computational Biology
Background:
- Genome-scale metabolic models (GEMs) are established tools for analyzing plant metabolism.
- Previous GEM studies primarily focused on single tissues or species.
- There's a growing need to model metabolic interactions between different plant tissues and organs.
Purpose of the Study:
- To review the construction and application of multi-tissue genome-scale metabolic models in plants.
- To highlight the strengths and challenges associated with these integrated models.
- To explore the future integration of GEMs into multi-scale plant modeling frameworks.
Main Methods:
- Construction of multi-tissue GEMs for various plant species (e.g., Arabidopsis, barley, soybean, Setaria).
- Application of these models to investigate inter-organ metabolic dynamics.
- Review of existing literature on plant multi-tissue and whole-plant metabolic modeling.
Main Results:
- Multi-tissue GEMs enable the study of physiological processes like organ-specific growth and resource allocation.
- These models facilitate analysis of source-sink relationships and charge/proton balancing across plant structures.
- Successful construction and application demonstrated for key crop and model plant species.
Conclusions:
- Multi-tissue GEMs are powerful tools for dissecting complex plant physiological processes.
- Further development is needed to overcome current challenges and integrate models across scales.
- This approach holds significant potential for advancing plant science and agricultural applications.
Keywords:
Constraint-based modelGenome-scale metabolic modelModel integrationMulti-tissue modelPlant metabolic modellingWhole plant model
