Literature DB >> 25344492

Plant metabolic modeling: achieving new insight into metabolism and metabolic engineering.

Kambiz Baghalian1, Mohammad-Reza Hajirezaei2, Falk Schreiber3.   

Abstract

Models are used to represent aspects of the real world for specific purposes, and mathematical models have opened up new approaches in studying the behavior and complexity of biological systems. However, modeling is often time-consuming and requires significant computational resources for data development, data analysis, and simulation. Computational modeling has been successfully applied as an aid for metabolic engineering in microorganisms. But such model-based approaches have only recently been extended to plant metabolic engineering, mainly due to greater pathway complexity in plants and their highly compartmentalized cellular structure. Recent progress in plant systems biology and bioinformatics has begun to disentangle this complexity and facilitate the creation of efficient plant metabolic models. This review highlights several aspects of plant metabolic modeling in the context of understanding, predicting and modifying complex plant metabolism. We discuss opportunities for engineering photosynthetic carbon metabolism, sucrose synthesis, and the tricarboxylic acid cycle in leaves and oil synthesis in seeds and the application of metabolic modeling to the study of plant acclimation to the environment. The aim of the review is to offer a current perspective for plant biologists without requiring specialized knowledge of bioinformatics or systems biology.
© 2014 American Society of Plant Biologists. All rights reserved.

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Year:  2014        PMID: 25344492      PMCID: PMC4247579          DOI: 10.1105/tpc.114.130328

Source DB:  PubMed          Journal:  Plant Cell        ISSN: 1040-4651            Impact factor:   11.277


  152 in total

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2.  Redefining plant systems biology: from cell to ecosystem.

Authors:  Joost J B Keurentjes; Gerco C Angenent; Marcel Dicke; Vítor A P Martins Dos Santos; Jaap Molenaar; Wim H van der Putten; Peter C de Ruiter; Paul C Struik; Bart P H J Thomma
Journal:  Trends Plant Sci       Date:  2011-01-05       Impact factor: 18.313

3.  Tools for kinetic modeling of biochemical networks.

Authors:  Rui Alves; Fernando Antunes; Armindo Salvador
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Authors:  Santiago F Elena; Javier Carrera; Guillermo Rodrigo
Journal:  Curr Opin Plant Biol       Date:  2011-03-30       Impact factor: 7.834

5.  A linear steady-state treatment of enzymatic chains. General properties, control and effector strength.

Authors:  R Heinrich; T A Rapoport
Journal:  Eur J Biochem       Date:  1974-02-15

6.  Flux balance analysis of barley seeds: a computational approach to study systemic properties of central metabolism.

Authors:  Eva Grafahrend-Belau; Falk Schreiber; Dirk Koschützki; Björn H Junker
Journal:  Plant Physiol       Date:  2008-11-05       Impact factor: 8.340

7.  A systems biology approach identifies the biochemical mechanisms regulating monoterpenoid essential oil composition in peppermint.

Authors:  Rigoberto Rios-Estepa; Glenn W Turner; James M Lee; Rodney B Croteau; B Markus Lange
Journal:  Proc Natl Acad Sci U S A       Date:  2008-02-19       Impact factor: 11.205

8.  Comparison between elementary flux modes analysis and 13C-metabolic fluxes measured in bacterial and plant cells.

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Journal:  BMC Syst Biol       Date:  2011-06-20

9.  The auxin signalling network translates dynamic input into robust patterning at the shoot apex.

Authors:  Teva Vernoux; Géraldine Brunoud; Etienne Farcot; Valérie Morin; Hilde Van den Daele; Jonathan Legrand; Marina Oliva; Pradeep Das; Antoine Larrieu; Darren Wells; Yann Guédon; Lynne Armitage; Franck Picard; Soazig Guyomarc'h; Coralie Cellier; Geraint Parry; Rachil Koumproglou; John H Doonan; Mark Estelle; Christophe Godin; Stefan Kepinski; Malcolm Bennett; Lieven De Veylder; Jan Traas
Journal:  Mol Syst Biol       Date:  2011-07-05       Impact factor: 11.429

10.  Variability of metabolite levels is linked to differential metabolic pathways in Arabidopsis's responses to abiotic stresses.

Authors:  Nadine Töpfer; Federico Scossa; Alisdair Fernie; Zoran Nikoloski
Journal:  PLoS Comput Biol       Date:  2014-06-19       Impact factor: 4.475

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  17 in total

1.  Inference and Prediction of Metabolic Network Fluxes.

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Journal:  Plant Physiol       Date:  2015-09-21       Impact factor: 8.340

Review 2.  Systems Biology for Smart Crops and Agricultural Innovation: Filling the Gaps between Genotype and Phenotype for Complex Traits Linked with Robust Agricultural Productivity and Sustainability.

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Review 3.  Metabolic network modeling with model organisms.

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Journal:  Curr Opin Chem Biol       Date:  2017-01-12       Impact factor: 8.822

4.  Metabolic Architecture of the Cereal Grain and Its Relevance to Maximize Carbon Use Efficiency.

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Journal:  Plant Physiol       Date:  2015-09-22       Impact factor: 8.340

Review 5.  Putting primary metabolism into perspective to obtain better fruits.

Authors:  Bertrand Beauvoit; Isma Belouah; Nadia Bertin; Coffi Belmys Cakpo; Sophie Colombié; Zhanwu Dai; Hélène Gautier; Michel Génard; Annick Moing; Léa Roch; Gilles Vercambre; Yves Gibon
Journal:  Ann Bot       Date:  2018-06-28       Impact factor: 4.357

6.  Leaf Energy Balance Requires Mitochondrial Respiration and Export of Chloroplast NADPH in the Light.

Authors:  Sanu Shameer; R George Ratcliffe; Lee J Sweetlove
Journal:  Plant Physiol       Date:  2019-06-18       Impact factor: 8.340

Review 7.  Mapping complex traits as a dynamic system.

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Journal:  Phys Life Rev       Date:  2015-02-20       Impact factor: 11.025

Review 8.  Recent advances and effective strategies in the discovery and applications of natural products.

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Journal:  RSC Adv       Date:  2018-01-03       Impact factor: 4.036

9.  Flux Balance Analysis of Plant Metabolism: The Effect of Biomass Composition and Model Structure on Model Predictions.

Authors:  Huili Yuan; C Y Maurice Cheung; Peter A J Hilbers; Natal A W van Riel
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Review 10.  Metabolomics, Standards, and Metabolic Modeling for Synthetic Biology in Plants.

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