ArticlePloS one2011
Zea mays iRS1563: a comprehensive genome-scale metabolic reconstruction of maize metabolism.
Article in PloS one, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 98 papers.
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98 citing papers in PubMed.
- Metabolic modeling predicts synergistic growth benefits between arbuscular mycorrhizal fungi and theoretical N2-fixing rhizobia symbiosis in maize.Plant physiology · 2026Article
- Enumeration of Autocatalytic Subsystems in Large Chemical Reaction Networks.Journal of chemical theory and computation · 2026Article
- Back to the future 2: the implications of germplasm structure on the balance between short- and long-term genetic gain in a changing target population of environments.G3 (Bethesda, Md.) · 2026Article
- Understanding plant resilience by putting photosynthesis and photorespiration in the metabolic context.Planta · 2026Review
- Synthetic Biology of Plants and Microbes for Agriculture, Environment, and Future Applications.Chemical reviews · 2026Review
- Unveiling organ-specific metabolism ofProceedings of the National Academy of Sciences of the United States of America · 2025Article
- New insights in metabolism modelling to decipher plant-microbe interactions.The New phytologist · 2025Review
- A Guide to Metabolic Network Modeling for Plant Biology.Plants (Basel, Switzerland) · 2025Review
- Multiscale Mathematical Modeling in Systems Biology: A Framework to Boost Plant Synthetic Biology.Plants (Basel, Switzerland) · 2025Review
- In silico encounters: harnessing metabolic modelling to understand plant-microbe interactions.FEMS microbiology reviews · 2025Review
- A diel multi-tissue genome-scale metabolic model of Vitis vinifera.PLoS computational biology · 2024Article
- Design and construction of artificial metabolic pathways for the bioproduction of useful compounds.Plant biotechnology (Tokyo, Japan) · 2024Article
- Systems biology of plant metabolic interactions.Journal of biosciences · 2024Review
- A multi-organ maize metabolic model connects temperature stress with energy production and reducing power generation.iScience · 2023Article
- The first multi-tissue genome-scale metabolic model of a woody plant highlights suberin biosynthesis pathways in Quercus suber.PLoS computational biology · 2023Article
- Accurate flux predictions using tissue-specific gene expression in plant metabolic modeling.Bioinformatics (Oxford, England) · 2023Article
- Review
- Metabolic modelling revealed source-sink interactions between four segments ofJournal of biosciences · 2023Article
- COFrontiers in plant science · 2023Article
- A multi-organ metabolic model of tomato predicts plant responses to nutritional and genetic perturbations.Plant physiology · 2022Article
38 more citing papers are in PubMed but not listed here.
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3 authors.
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Abstract
The scope and breadth of genome-scale metabolic reconstructions have continued to expand over the last decade. Herein, we introduce a genome-scale model for a plant with direct applications to food and bioenergy production (i.e., maize). Maize annotation is still underway, which introduces significant challenges in the association of metabolic functions to genes. The developed model is designed to meet rigorous standards on gene-protein-reaction (GPR) associations, elementally and charged balanced reactions and a biomass reaction abstracting the relative contribution of all biomass constituents. The metabolic network contains 1,563 genes and 1,825 metabolites involved in 1,985 reactions from primary and secondary maize metabolism. For approximately 42% of the reactions direct literature evidence for the participation of the reaction in maize was found. As many as 445 reactions and 369 metabolites are unique to the maize model compared to the AraGEM model for A. thaliana. 674 metabolites and 893 reactions are present in Zea mays iRS1563 that are not accounted for in maize C4GEM. All reactions are elementally and charged balanced and localized into six different compartments (i.e., cytoplasm, mitochondrion, plastid, peroxisome, vacuole and extracellular). GPR associations are also established based on the functional annotation information and homology prediction accounting for monofunctional, multifunctional and multimeric proteins, isozymes and protein complexes. We describe results from performing flux balance analysis under different physiological conditions, (i.e., photosynthesis, photorespiration and respiration) of a C4 plant and also explore model predictions against experimental observations for two naturally occurring mutants (i.e., bm1 and bm3). The developed model corresponds to the largest and more complete to-date effort at cataloguing metabolism for a plant species.
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