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Research Article

A Gene-Phenotype Network Based on Genetic Variability for Drought Responses Reveals Key Physiological Processes in Controlled and Natural Environments

  • David Rengel,

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Sandrine Arribat,

    Affiliation: INRA, Unité de Recherche en Génomique Végétale (URGV), UMR1165 – Université d'Evry Val d'Essonne - ERL CNRS 8196, CP 5708, Evry, France

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  • Pierre Maury,

    Affiliations: Université Toulouse, INPT ENSAT, UMR1248 AGIR, Castanet-Tolosan, France, INRA, UMR1248 AGIR, Castanet-Tolosan, France

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  • Marie-Laure Martin-Magniette,

    Affiliations: INRA, Unité de Recherche en Génomique Végétale (URGV), UMR1165 – Université d'Evry Val d'Essonne - ERL CNRS 8196, CP 5708, Evry, France, INRA, AgroParisTech, UMR518, Paris, France

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  • Thibaut Hourlier,

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Marion Laporte,

    Affiliations: Université Toulouse, INPT ENSAT, UMR1248 AGIR, Castanet-Tolosan, France, INRA, UMR1248 AGIR, Castanet-Tolosan, France

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  • Didier Varès,

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Sébastien Carrère,

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Philippe Grieu,

    Affiliations: Université Toulouse, INPT ENSAT, UMR1248 AGIR, Castanet-Tolosan, France, INRA, UMR1248 AGIR, Castanet-Tolosan, France

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  • Sandrine Balzergue,

    Affiliation: INRA, Unité de Recherche en Génomique Végétale (URGV), UMR1165 – Université d'Evry Val d'Essonne - ERL CNRS 8196, CP 5708, Evry, France

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  • Jérôme Gouzy,

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Patrick Vincourt equal contributor,

    equal contributor Contributed equally to this work with: Patrick Vincourt, Nicolas B. Langlade

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Nicolas B. Langlade equal contributor mail

    equal contributor Contributed equally to this work with: Patrick Vincourt, Nicolas B. Langlade

    Nicolas.Langlade@toulouse.inra.fr

    Affiliations: INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France, CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France

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  • Published: October 08, 2012
  • DOI: 10.1371/journal.pone.0045249

About the Authors

David Rengel, Thibaut Hourlier, Didier Varès, Sébastien Carrère, Jérôme Gouzy, Patrick Vincourt, Nicolas B. Langlade
INRA, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR441, Castanet-Tolosan, France
David Rengel, Thibaut Hourlier, Didier Varès, Sébastien Carrère, Jérôme Gouzy, Patrick Vincourt, Nicolas B. Langlade
CNRS, Laboratoire des Interactions Plantes-Microorganismes (LIPM), UMR2594, Castanet-Tolosan, France
Sandrine Arribat, Marie-Laure Martin-Magniette, Sandrine Balzergue
INRA, Unité de Recherche en Génomique Végétale (URGV), UMR1165 – Université d'Evry Val d'Essonne - ERL CNRS 8196, CP 5708, Evry, France
Pierre Maury, Marion Laporte, Philippe Grieu
Université Toulouse, INPT ENSAT, UMR1248 AGIR, Castanet-Tolosan, France
Pierre Maury, Marion Laporte, Philippe Grieu
INRA, UMR1248 AGIR, Castanet-Tolosan, France
Marie-Laure Martin-Magniette
INRA, AgroParisTech, UMR518, Paris, France

Corresponding Author

Email: Nicolas.Langlade@toulouse.inra.fr

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: DR PM PG PV NL. Performed the experiments: DR SA PM ML DV SB PV NL. Analyzed the data: DR SA PM MLMM ML PG SB PV NL. Contributed reagents/materials/analysis tools: TH MLMM SC JG. Wrote the paper: DR PV NL.