Evidence map›Paper›PMID 42594154›Full record

ArticlePLoS genetics2026

New biologically relevant resistance to bacterial wilt in heat-stressed tomato revealed by two-reference Genome Wide Association.

Adrien Belny, Henri Desaint, Mylène Rigal, Sébastien Carrère, Jérôme Gouzy, Gregori Bonnet, Céline Labourey, Elise Albert, Laurent Grivet, Fabrice Roux and 3 more

Abstract read
In one paragraph

Article in PLoS genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

13 authors.

Adrien BelnyUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.ORCID https://orcid.org/0009-0009-9853-752X
Henri DesaintUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.
Mylène RigalUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.
Sébastien CarrèreUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.ORCID https://orcid.org/0000-0002-2348-0778
Jérôme GouzyUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.
Gregori BonnetSYNGENTA France SAS, Sarrians, France.ORCID https://orcid.org/0009-0005-7808-2776
Céline LaboureySYNGENTA France SAS, Sarrians, France.ORCID https://orcid.org/0009-0001-9812-8998
Elise AlbertSYNGENTA Seeds, Saint-Sauveur, France.ORCID https://orcid.org/0000-0001-5060-4505
Laurent GrivetSYNGENTA Seeds, Saint-Sauveur, France.
Fabrice RouxUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.ORCID https://orcid.org/0000-0001-8059-5638
Fabienne VailleauUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.
Tristan Mary-HuardUniversité Paris-Saclay, INRAE, CNRS, AgroParisTech, GQE - Le Moulon, Gif-sur-Yvette, France.ORCID https://orcid.org/0000-0002-3839-9067
Richard BerthoméUniv Toulouse, CNRS, INRAE, LIPME, Castanet-Tolosan, France.ORCID https://orcid.org/0000-0003-4781-6210

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ongoing climate change is driving unprecedented environmental fluctuations, with extreme events predicted to increase in frequency, intensity and duration. Among climatic parameters, temperature is expected to fluctuate the most by the end of the century and its elevation has already demonstrated to pose a major challenge to plant health. In this context, understanding how temperature modulates plant-pathogen interactions and their underlying genetic architecture is critical. Bacterial wilt, caused by strains of the Ralstonia solanacearum species complex, is a devastating disease affecting many plant species. Genetic resistance remains the most effective control strategy. In tomato, resistance is quantitative and mostly relies on quantitative trait loci (QTLs) bwr-6 and bwr-12. However, as in other crops, high temperature and humidity can compromise this resistance in commercial tomato cultivars. We investigated temperature-dependent quantitative disease resistance (QDR) using a panel of 189 wild tomato accessions, predominantly Solanum pimpinellifolium, representing genetic diversity from contrasting ecological conditions. Disease progression was monitored from three to ten days post-inoculation at 28 °C and 32 °C, using a time-course phenotyping approach. Genome-wide association (GWA) analyses were performed, based on daily symptom scores and two reference genomes, to account for structural variations and improve QTL detection. This strategy identified 44 candidate genes and revealed a temporally dynamic genetic architecture of the plant response. Strikingly, no candidate genes were shared between temperatures, supporting distinct genetic determinants under different temperature conditions. Many candidate genes were expressed in roots and belong to gene families involved in plant immunity, with two candidates co-localizing with bwr-6 and bwr-12, whose causal genes remain unknown. Altogether, our findings demonstrate that resistance to bacterial wilt in wild tomato is flexible, environment-dependent, and temporally dynamic, highlighting the importance of integrating environmental context and genomic diversity to better understand plant-pathogen interactions.

Indexed as

Disease ResistanceHeat-Shock ResponsePlant DiseasesSolanum lycopersicumGenome-Wide Association StudyHost-Pathogen InteractionsHot TemperatureQuantitative Trait LociRalstonia solanacearum

Identifiers

PMID42594154
PMCPMC13492982

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.