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Open Access
Peer-reviewed
Research Article
Integrated analysis of genome, metabolome, and transcriptome reveals a bHLH transcription factor potentially regulating the accumulation of flavonoids involved in carrot resistance to Alternaria leaf blight
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Claude Emmanuel Koutouan ,
Contributed equally to this work with: Claude Emmanuel Koutouan, Marie Louisa Ramaroson
Roles Conceptualization, Data curation, Writing – original draft
Current Address: FNAMS, Brain sur l’Authion, France.
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Marie Louisa Ramaroson ,
Contributed equally to this work with: Claude Emmanuel Koutouan, Marie Louisa Ramaroson
Roles Conceptualization, Data curation, Writing – original draft
Current Address: Ministère de l’Agriculture, de la Souveraineté Alimentaire et de la Forêt, SAS/SDSPV/BIB, DGAL, Paris, France.
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Angelina El Ghaziri,
Roles Data curation, Formal analysis, Writing – review & editing
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Laurent Ogé,
Roles Investigation, Methodology
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Abdelhamid Kebieche,
Roles Investigation, Methodology, Resources
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Raymonde Baltenweck,
Roles Investigation, Methodology, Resources
Affiliation Université de Strasbourg, INRAE, SVQV UMR-A, Colmar, France
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Patricia Claudel,
Roles Formal analysis, Investigation, Methodology
Affiliation Université de Strasbourg, INRAE, SVQV UMR-A, Colmar, France
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Philippe Hugueney,
Roles Resources, Writing – review & editing
Affiliation Université de Strasbourg, INRAE, SVQV UMR-A, Colmar, France
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Anita Suel,
Roles Formal analysis, Investigation, Methodology, Resources
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Sébastien Huet,
Roles Investigation, Methodology, Resources
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Linda Voisine,
Roles Investigation, Resources
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Mathilde Briard,
Roles Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – review & editing
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Jean Jacques Helesbeux,
Roles Investigation, Methodology, Writing – review & editing
Affiliation Université d’Angers, Faculté de santé – Département Pharmacie, Angers, France
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Latifa Hamama,
Roles Investigation, Methodology, Resources, Writing – review & editing
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Valérie Le Clerc,
Roles Funding acquisition, Investigation, Project administration, Resources, Validation, Writing – review & editing
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
⨯ - [ ... ],
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Emmanuel Geoffriau
Roles Writing – review & editing
* E-mail: emmanuel.geoffriau@institut-agro.fr
Affiliation Institut Agro, Université d’Angers, INRAE, IRHS, SFR QUASAV, Angers, France
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Integrated analysis of genome, metabolome, and transcriptome reveals a bHLH transcription factor potentially regulating the accumulation of flavonoids involved in carrot resistance to Alternaria leaf blight
- Claude Emmanuel Koutouan,
- Marie Louisa Ramaroson,
- Angelina El Ghaziri,
- Laurent Ogé,
- Abdelhamid Kebieche,
- Raymonde Baltenweck,
- Patricia Claudel,
- Philippe Hugueney,
- Anita Suel,
- Sébastien Huet
- Published: November 19, 2025
- https://doi.org/10.1371/journal.pone.0336995