Evidence map›Paper›PMID 41259358›Full record

ArticlePloS one2025

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 and 6 more

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Claude Emmanuel KoutouanInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Marie Louisa RamarosonInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Angelina El GhaziriInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Laurent OgéInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Abdelhamid KebiecheInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Raymonde BaltenweckUniversité de Strasbourg, INRAE, SVQV UMR-A, Colmar, France.ORCID https://orcid.org/0000-0002-8228-1517
Patricia ClaudelUniversité de Strasbourg, INRAE, SVQV UMR-A, Colmar, France.
Philippe HugueneyUniversité de Strasbourg, INRAE, SVQV UMR-A, Colmar, France.
Anita SuelInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Sébastien HuetInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Linda VoisineInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Mathilde BriardInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Jean Jacques HelesbeuxUniversité d'Angers, Faculté de santé - Département Pharmacie, Angers, France.
Latifa HamamaInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Valérie Le ClercInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.
Emmanuel GeoffriauInstitut Agro, Université d'Angers, INRAE, IRHS, SFR QUASAV, Angers, France.ORCID https://orcid.org/0000-0003-4384-3107

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Resistance of carrot to Alternaria leaf blight (ALB) caused by Alternaria dauci is a complex and quantitative trait. Numerous QTL for resistance (rQTLs) to ALB have been identified but the underlying mechanisms remain largely unknown. Some rQTLs have been recently proposed to be linked to the flavonoid content of carrot leaves. In this study, we performed a metabolic QTL analysis and shed light on the potential mechanisms underlying the most significant rQTL, located on carrot chromosome 6 and accounting for a large proportion of the resistance variation. The flavonoids apigenin 7-O-rutinoside, chrysoeriol 7-O-rutinoside and luteolin 7-O-rutinoside were identified as strongly correlated with resistance. The combination of genetic, metabolomic and transcriptomic approaches led to the identification of a gene encoding a bHLH162-like transcription factor, which may be responsible for the accumulation of these rutinosylated flavonoids. Transgenic expression of this bHLH transcription factor led to an over-accumulation of flavonoids in carrot calli, together with significant increase in the antifungal properties of the corresponding calli extracts. Altogether, the bHLH162-like transcription factor identified in this work is a strong candidate for explaining the flavonoid-based resistance to ALB in carrot.

Indexed as

AlternariaBasic Helix-Loop-Helix ProteinsDaucus carotaDisease ResistanceFlavonoidsMetabolomePlant DiseasesPlant ProteinsTranscriptomeGene Expression Regulation, PlantGenome, PlantPlant LeavesQuantitative Trait LociBasic Helix-Loop-Helix ProteinsFlavonoidsPlant Proteins

Identifiers

PMID41259358
PMCPMC12629425

What Socratic holds

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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 Socratic graph.