Related Experiment Video
Updated: Jan 17, 2026

Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
Published on: June 17, 2012
Metabolic modelling: Insights into the machine room of plant metabolism
Tiago M Machado1, Nadine Töpfer1, Fatemeh Soltani1
1Institute for Plant Sciences, Cluster of Excellence on Plant Sciences (CEPLAS), University of Cologne, Zülpicher Straße 47b, 50674, Cologne, Germany.
Abstract:
Plant growth, development, and environmental interactions is enabled through the coordinated activity of numerous biochemical reactions that constitute plant metabolic networks. The inherent complexity and interconnectivity within these networks underscore the importance of investigating plant metabolism from a network perspective. Metabolic modelling provides a holistic in silico representation of plant metabolism, enabling mechanistic insights into network-level processes. In this review, we consolidate recent trends in plant metabolic modelling, highlighting how these approaches can be exploited to study metabolism from subcellular to community and ecosystem levels. We discuss how the scope of plant metabolic modelling has broadened to represent diverse plant species, genotype- and context-specific metabolism as well as specialized metabolic pathways, and to capture spatiotemporal resolution and plant-microbe interactions. Moreover, we review machine learning and deep learning frameworks that assist model reconstruction, parameterization, and analysis, explore hybrid strategies that enhance mechanistic models, and address current challenges and future directions in the field of plant metabolic modelling.
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...
Introduction to Metabolism
Regulation of Metabolism
Key Elements for Plant Nutrition
C4 Pathway and CAM
C4 Pathway
The C4 pathway is used by plants such as...
What is Metabolism?

