A major goal of post-genomic biology is to reconstruct and model in silico the metabolic networks of entire organisms. Work on bacteria is well advanced, and is now under way for plants and other eukaryotes. Genome-scale modelling in plants is much more challenging than in bacteria. The challenges come from features characteristic of higher organisms (subcellular compartmentation, tissue differentiation) and also from the particular severity in plants of a general problem: genome content whose functions remain undiscovered. This problem results in thousands of genes for which no function is known ('undiscovered genome content') and hundreds of enzymatic and transport functions for which no gene is yet identified. The severity of the undiscovered genome content problem in plants reflects their genome size and complexity. To bring the challenges of plant genome-scale modelling into focus, we first summarize the current status of plant genome-scale models. We then highlight the challenges - and ways to address them - in three areas: identifying genes for missing processes, modelling tissues as opposed to single cells, and finding metabolic functions encoded by undiscovered genome content. We also discuss the emerging view that a significant fraction of undiscovered genome content encodes functions that counter damage to metabolites inflicted by spontaneous chemical reactions or enzymatic mistakes.
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Univ Malaysia Terengganu, Sch Informat & Appl Math, Kuala Terengganu 21800, MalaysiaUniv Malaysia Terengganu, Sch Informat & Appl Math, Kuala Terengganu 21800, Malaysia
Aplop, Faizah
Butler, Greg
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Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ 1455, CanadaUniv Malaysia Terengganu, Sch Informat & Appl Math, Kuala Terengganu 21800, Malaysia
机构:
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Univ Chicago, Computat Inst, Chicago, IL 60637 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Seaver, Samuel M. D.
Gerdes, Svetlana
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Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Gerdes, Svetlana
Frelin, Oceane
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Univ Florida, Dept Hort Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Frelin, Oceane
Lerma-Ortiz, Claudia
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Univ Florida, Dept Microbiol & Cell Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Lerma-Ortiz, Claudia
Bradbury, Louis M. T.
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Univ Florida, Dept Hort Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Bradbury, Louis M. T.
Zallot, Remi
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Univ Florida, Dept Microbiol & Cell Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Zallot, Remi
Hasnain, Ghulam
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Univ Florida, Dept Hort Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Hasnain, Ghulam
Niehaus, Thomas D.
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Univ Florida, Dept Hort Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Niehaus, Thomas D.
El Yacoubi, Basma
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Univ Florida, Dept Microbiol & Cell Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
El Yacoubi, Basma
Pasternak, Shiran
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Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Pasternak, Shiran
Olson, Robert
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Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Univ Chicago, Computat Inst, Chicago, IL 60637 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Olson, Robert
Pusch, Gordon
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Argonne Natl Lab, Argonne, IL 60439 USA
Univ Chicago, Computat Inst, Chicago, IL 60637 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Pusch, Gordon
Overbeek, Ross
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机构:Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Overbeek, Ross
Stevens, Rick
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Argonne Natl Lab, Argonne, IL 60439 USA
Univ Chicago, Computat Inst, Chicago, IL 60637 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Stevens, Rick
de Crecy-Lagard, Valerie
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Univ Florida, Dept Microbiol & Cell Sci, Gainesville, FL 32611 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
de Crecy-Lagard, Valerie
Ware, Doreen
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Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA
Cornell Univ, USDA ARS, North Atlantic Area Plant Soil & Nutr Lab Res Uni, Ithaca, NY 14853 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Ware, Doreen
Hanson, Andrew D.
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机构:Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Hanson, Andrew D.
Henry, Christopher S.
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Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
Univ Chicago, Computat Inst, Chicago, IL 60637 USAArgonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USA
机构:
John Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
Shanghai Normal Univ, Coll Life & Environm Sci, Dev Ctr Plant Germplasm Resources, Plant Biotechnol Lab, Shanghai 200234, Peoples R ChinaJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
Yu, Nan
Nuetzmann, Hans-Wilhelm
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John Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, EnglandJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
Nuetzmann, Hans-Wilhelm
MacDonald, James T.
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Univ London Imperial Coll Sci Technol & Med, Ctr Synthet Biol & Innovat, South Kensington Campus, London SW7 2AZ, EnglandJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
MacDonald, James T.
Moore, Ben
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Univ London Imperial Coll Sci Technol & Med, Ctr Synthet Biol & Innovat, South Kensington Campus, London SW7 2AZ, EnglandJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
Moore, Ben
Field, Ben
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John Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
IBEB SBVME UMR7265 CNRS CEA Aix Marseille Univ, Lab Genet & Biophys Plantes, 163 Ave Luminy, F-13009 Marseille, FranceJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
Field, Ben
Berriri, Souha
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John Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, EnglandJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
Berriri, Souha
Trick, Martin
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John Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, EnglandJohn Innes Ctr, Norwich Res Pk, Norwich NR4 7UH, Norfolk, England
机构:
Argonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Univ Chicago, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Univ Pittsburgh, Dept Microbiol & Mol Genet, Pittsburgh, PA 15260 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Marshall, Christopher W.
Ross, Daniel E.
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Univ South Carolina, Dept Environm Hlth Sci, Arnold Sch Publ Hlth, Columbia, SC 29208 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Ross, Daniel E.
Handley, Kim M.
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Argonne Natl Lab, Comp Environm & Life Sci, 9700 S Cass Ave, Argonne, IL 60439 USA
Univ Auckland, Sch Biol Sci, Auckland, New ZealandArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Handley, Kim M.
Weisenhorn, Pamela B.
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Argonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Weisenhorn, Pamela B.
Edirisinghe, Janaka N.
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Argonne Natl Lab, Comp Environm & Life Sci, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Edirisinghe, Janaka N.
Henry, Christopher S.
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Argonne Natl Lab, Comp Environm & Life Sci, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Henry, Christopher S.
Gilbert, Jack A.
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Argonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Univ Chicago, Dept Ecol & Evolut, 940 E 57Th St, Chicago, IL 60637 USA
Univ Chicago, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
Gilbert, Jack A.
May, Harold D.
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Med Univ South Carolina, Dept Microbiol & Immunol, Charleston, SC 29425 USA
Med Univ South Carolina, Marine Biomed & Environm Sci Ctr, Charleston, SC 29425 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA
May, Harold D.
Norman, R. Sean
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Univ South Carolina, Dept Environm Hlth Sci, Arnold Sch Publ Hlth, Columbia, SC 29208 USAArgonne Natl Lab, Biosci Div, 9700 S Cass Ave, Argonne, IL 60439 USA