Evidence map›Paper›PMID 41469724›Full record

ArticleGenome biology2025

Coordinated single-nucleus responses for quantitative disease resistance involve a calcium-associated switch in transcriptional noise.

Darcy A B Jones, Florent Delplace, Mehdi Khafif, Matilda Zaffuto, Tou Cheu Xiong, Adelin Barbacci, Sylvain Raffaele

Abstract read
In one paragraph

Article in Genome biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

7 authors.

Darcy A B Jones *LIPME, INRAE - CNRS, Université de Toulouse, Castanet Tolosan, France.
Florent Delplace *LIPME, INRAE - CNRS, Université de Toulouse, Castanet Tolosan, France.
Mehdi KhafifLIPME, INRAE - CNRS, Université de Toulouse, Castanet Tolosan, France.
Matilda ZaffutoLIPME, INRAE - CNRS, Université de Toulouse, Castanet Tolosan, France.
Tou Cheu XiongIPSIM, Univ Montpellier, CNRS, INRAE, Institut Agro, Montpellier, France.
Adelin BarbacciLIPME, INRAE - CNRS, Université de Toulouse, Castanet Tolosan, France.
Sylvain RaffaeleLIPME, INRAE - CNRS, Université de Toulouse, Castanet Tolosan, France. sylvain.raffaele@inrae.fr.

Funding

Agence Nationale de la Recherche ANR-10-LABX-41Agence Nationale de la Recherche ANR-19-CE20-15
6 · The paper itself

Abstract

backgroundEfficient plant immune response requires concerted reprogramming of cellular transcriptomes both globally and locally at the site of infection. Upon inoculation by the fungal pathogen Sclerotinia sclerotiorum, plants show quantitative disease resistance characterized by transcriptional reprogramming of numerous genes with small phenotypic effect.

resultsTo study transcriptional heterogeneity across cells during quantitative disease resistance, we combine end-point single-nucleus RNA-sequencing and time-course RNA-seq of mock-treated and S. sclerotiorum-inoculated Arabidopsis thaliana leaves. We observe heterogeneity of plant immune responses across cell types and in sub-populations of mesophyll cells, and reconstruct the sequence of immune responses activation over time. The quantification of gene expression heterogeneity reveals a transient increase in intrinsic transcriptional noise followed by the activation of key defense genes and the rise of extrinsic transcriptional noise in infected cells. Using the R-GECO1 cytoplasmic calcium reporter, we find that the intensity of calcium variations upon S. sclerotiorum inoculation coincides with variations to transcriptional noise in space and time.

conclusionsThese results provide evidence that stochastic cell-cell variability plays a key role in commitment to plant immunity and in the coordination of plant defense at the organ scale. Our study offers new insights into the mechanisms underlying plasticity and robustness of plant immune responses that can inform the design of strategies to reduce pathogen damage to crops in unstable environments.

Indexed as

ArabidopsisCalciumCell NucleusDisease ResistancePlant DiseasesAscomycotaGene Expression Regulation, PlantPlant ImmunityPlant LeavesTranscription, GeneticTranscriptomeCalciumCalcium signalingFungal pathogenPlant immunitySingle-cellTranscriptional noise

Identifiers

PMID41469724
PMCPMC12857083

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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.