Evidence map›Paper›PMID 40341395›Full record

ArticleThe Plant cell2025

Neutral transcriptome rewiring promotes quantitative disease resistance evolvability at the species level.

Florent Delplace, Mehdi Khafif, Remco Stam, Adelin Barbacci, Sylvain Raffaele

Abstract read
In one paragraph

Article in The Plant cell, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

6 citing papers in PubMed.

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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

5 authors.

Florent DelplaceLaboratoire des Interactions Plantes-Microbes Environnement (LIPME), INRAE, CNRS, Université de Toulouse, Castanet-Tolosan 31326, France.ORCID 0000-0001-9663-9332
Mehdi KhafifLaboratoire des Interactions Plantes-Microbes Environnement (LIPME), INRAE, CNRS, Université de Toulouse, Castanet-Tolosan 31326, France.ORCID 0000-0001-8564-5040
Remco StamFaculty of Agricultural and Nutritional Sciences, Department of Phytopathology and Crop Protection, Institute of Phytopathology, Christian-Albrechts-University, Kiel 24118, Germany.ORCID 0000-0002-3444-6954
Adelin BarbacciLaboratoire des Interactions Plantes-Microbes Environnement (LIPME), INRAE, CNRS, Université de Toulouse, Castanet-Tolosan 31326, France.ORCID 0000-0003-3156-272X
Sylvain RaffaeleLaboratoire des Interactions Plantes-Microbes Environnement (LIPME), INRAE, CNRS, Université de Toulouse, Castanet-Tolosan 31326, France.ORCID 0000-0002-2442-9632

Funding

European Research Council ERC-StG-336808French LaboratoryINRAE SPEl'Agence Nationale pour la Recherche ANR-19-CE20-15l'Agence Nationale pour la Recherche ANR-21-CE20-30of Excellence ANR-10-LABX-41of Excellence ANR-11-IDEX-0002-02
6 · The paper itself

Abstract

Quantitative disease resistance (QDR) is an immune response limiting pathogen damage in plants. It involves transcriptomic reprogramming of numerous genes, each having a small contribution to plant immunity. Despite the broad-spectrum nature of QDR, the evolution of its underlying transcriptome reprogramming remains largely uncharacterized. Here, we analyzed global gene expression in response to the necrotrophic fungus Sclerotinia sclerotiorum in 23 Arabidopsis (Arabidopsis thaliana) accessions of diverse origin and contrasting QDR phenotypes. Over half of the species pan-transcriptome displayed local responses to S. sclerotiorum, with global reprogramming patterns incongruent with accession phylogeny. Due to frequent small-amplitude variations, only ∼11% of responsive genes were common across all accessions, defining a core transcriptome enriched in highly responsive genes. Coexpression and correlation analyses showed that QDR phenotypes result from the integration of the expression of numerous genes. Promoter sequence comparisons revealed that variation in DNA-binding sites within cis-regulatory regions contributes to gene expression rewiring. Finally, transcriptome-phenotype maps revealed abundant neutral networks connecting diverse QDR transcriptomes with no loss of resistance, hallmarks of robust and evolvable traits. This navigability associated with regulatory variation in core genes highlights their role in QDR evolvability. This work provides insights into the evolution of complex immune responses, informing models for plant disease dynamics.

Indexed as

ArabidopsisDisease ResistancePlant DiseasesTranscriptomeAscomycotaGene Expression ProfilingGene Expression Regulation, PlantPhenotypePhylogenyPromoter Regions, GeneticSpecies Specificity

Identifiers

PMID40341395
PMCPMC12159807

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Registered trials

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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 OpenQuestion graph.