ArticleBMC systems biology2012
Systematic comparison of C3 and C4 plants based on metabolic network analysis.
Article in BMC systems biology, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 193 citations in OpenAlex.
- Mainstreaming orphan millets for advancing climate smart agriculture to secure nutrition and health.Frontiers in plant science · 2022Pooled it
- Distinguished Features of Adaptive Strategies of Halophytes and Glycophytes with Different Types of Photosynthesis in Response to Climatic Stressors.Plants (Basel, Switzerland) · 2026Review
- Integrative genomic approaches to unravel genomic regions and candidate genes associated with flag leaf photosynthesis at the reproductive stage in rice.Frontiers in plant science · 2026Article
- Altitude-adaptive water use strategies of grassland are constrained by air dryness and stoichiometry in southwest of China.Frontiers in plant science · 2026Article
- Anatomical variations along the leaf axis modulate photosynthetic responses of sorghum and maize under different water availabilities.Plant biology (Stuttgart, Germany) · 2025Article
- A Synergistic Approach Combining Stable Carbon Isotope Ratio Analysis and Melissopalynology for the Authentication of Honey from Thailand.Foods (Basel, Switzerland) · 2025Article
- Comparative Effects of C3 and C4 Forages on Growth Performance, Digestibility, and Nitrogen Balance in Korean Crossbred Black Goats.Animals : an open access journal from MDPI · 2025Article
- Understanding the photosynthesis in relation to climate change in grapevines.Theory in biosciences = Theorie in den Biowissenschaften · 2025Review
- Biophysical modelling as a tool for advancing plant science and engineering.Frontiers in plant science · 2025Review
- EvaluatingFrontiers in plant science · 2024Article
- Comparative analysis of sorghum (C4) and rice (C3) plant headspace volatiles induced by artificial herbivory.Plant signaling & behavior · 2023Article
- An In Situ Evaluation of Different CAM Plants as Plant Microbial Fuel Cells for Energy Recovery in the Atacama Desert.Plants (Basel, Switzerland) · 2023Article
- Assessment of the Photosynthetic Apparatus Functions by Chlorophyll Fluorescence and PInternational journal of molecular sciences · 2022Article
- Breeding Drought-Tolerant Pearl Millet Using Conventional and Genomic Approaches: Achievements and Prospects.Frontiers in plant science · 2022Review
- Activation of COFrontiers in plant science · 2022Article
- Distinct CPlant direct · 2021Article
- Dynamics of COInternational journal of biometeorology · 2021Article
- Selected Instrumental Techniques Applied in Food and Feed: Quality, Safety and Adulteration Analysis.Foods (Basel, Switzerland) · 2021Review
- Review
- Genomic diversity in pearl millet inbred lines derived from landraces and improved varieties.BMC genomics · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe C4 photosynthetic cycle supercharges photosynthesis by concentrating CO2 around ribulose-1,5-bisphosphate carboxylase and significantly reduces the oxygenation reaction. Therefore engineering C4 feature into C3 plants has been suggested as a feasible way to increase photosynthesis and yield of C3 plants, such as rice, wheat, and potato. To identify the possible transition from C3 to C4 plants, the systematic comparison of C3 and C4 metabolism is necessary.
resultsWe compared C3 and C4 metabolic networks using the improved constraint-based models for Arabidopsis and maize. By graph theory, we found the C3 network exhibit more dense topology structure than C4. The simulation of enzyme knockouts demonstrated that both C3 and C4 networks are very robust, especially when optimizing CO2 fixation. Moreover, C4 plant has better robustness no matter the objective function is biomass synthesis or CO2 fixation. In addition, all the essential reactions in C3 network are also essential for C4, while there are some other reactions specifically essential for C4, which validated that the basic metabolism of C4 plant is similar to C3, but C4 is more complex. We also identified more correlated reaction sets in C4, and demonstrated C4 plants have better modularity with complex mechanism coordinates the reactions and pathways than that of C3 plants. We also found the increase of both biomass production and CO2 fixation with light intensity and CO2 concentration in C4 is faster than that in C3, which reflected more efficient use of light and CO2 in C4 plant. Finally, we explored the contribution of different C4 subtypes to biomass production by setting specific constraints.
conclusionsAll results are consistent with the actual situation, which indicate that Flux Balance Analysis is a powerful method to study plant metabolism at systems level. We demonstrated that in contrast to C3, C4 plants have less dense topology, higher robustness, better modularity, and higher CO2 and radiation use efficiency. In addition, preliminary analysis indicated that the rate of CO2 fixation and biomass production in PCK subtype are superior to NADP-ME and NAD-ME subtypes under enough supply of water and nitrogen.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.