Evidence map›Paper›PMID 36747219›Full record

ArticleBMC biology2023

Combined pangenomics and transcriptomics reveals core and redundant virulence processes in a rapidly evolving fungal plant pathogen.

Hongxin Chen, Robert King, Dan Smith, Carlos Bayon, Tom Ashfield, Stefano Torriani, Kostya Kanyuka, Kim Hammond-Kosack, Stephane Bieri, Jason Rudd

Open access · goldAbstract read
In one paragraph

Article in BMC biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
8.3field-weighted citation impact, top 2% of its field
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

18 citing papers in PubMed, 40 citations in OpenAlex.

  1. TheJournal of fungi (Basel, Switzerland) · 2026
    Article
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  5. The poplar pathogenMicrobial genomics · 2026
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  8. Review
  9. How genomics can help unravel the evolution of endophytic fungi.World journal of microbiology & biotechnology · 2025
    Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. 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

10 authors at 4 institutions in 3 countries.

Hongxin ChenDepartment of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Robert King *Department of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Dan Smith *Department of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Carlos BayonDepartment of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Tom AshfieldDepartment of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Stefano TorrianiSyngenta Crop Protection AG, Schaffhauserstrasse 101, CH-4332, Stein, Switzerland.
Kostya KanyukaDepartment of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Kim Hammond-KosackDepartment of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK.
Stephane BieriSyngenta Crop Protection AG, Schaffhauserstrasse 101, CH-4332, Stein, Switzerland.
Jason RuddDepartment of Protecting Crops and the Environment, Rothamsted Research, Harpenden, Herts, UK. Jason.rudd@rothamsted.ac.uk.ORCID 0000-0002-4743-1401
Rothamsted Research · GBSyngenta (Switzerland) · CHNational Institute of Agricultural Botany · GBSun Yat-sen University · CN

Funding

Biotechnology and Biological Sciences Research Council BB/J/00426X/1Biotechnology and Biological Sciences Research Council BBS/E/C000I0250
6 · The paper itself

Abstract

backgroundStudying genomic variation in rapidly evolving pathogens potentially enables identification of genes supporting their "core biology", being present, functional and expressed by all strains or "flexible biology", varying between strains. Genes supporting flexible biology may be considered to be "accessory", whilst the "core" gene set is likely to be important for common features of a pathogen species biology, including virulence on all host genotypes. The wheat-pathogenic fungus Zymoseptoria tritici represents one of the most rapidly evolving threats to global food security and was the focus of this study.

resultsWe constructed a pangenome of 18 European field isolates, with 12 also subjected to RNAseq transcription profiling during infection. Combining this data, we predicted a "core" gene set comprising 9807 sequences which were (1) present in all isolates, (2) lacking inactivating polymorphisms and (3) expressed by all isolates. A large accessory genome, consisting of 45% of the total genes, was also defined. We classified genetic and genomic polymorphism at both chromosomal and individual gene scales. Proteins required for essential functions including virulence had lower-than average sequence variability amongst core genes. Both core and accessory genomes encoded many small, secreted candidate effector proteins that likely interact with plant immunity. Viral vector-mediated transient in planta overexpression of 88 candidates failed to identify any which induced leaf necrosis characteristic of disease. However, functional complementation of a non-pathogenic deletion mutant lacking five core genes demonstrated that full virulence was restored by re-introduction of the single gene exhibiting least sequence polymorphism and highest expression.

conclusionsThese data support the combined use of pangenomics and transcriptomics for defining genes which represent core, and potentially exploitable, weaknesses in rapidly evolving pathogens.

Indexed as

Gene Expression ProfilingTranscriptomeGenes, FungalGenome, FungalPlant DiseasesVirulenceAccessory chromosomesChromosome instabilityDothideomycetesEssential genesFoxtail mosaic virusMycosphaerella sppNecrotrophic effectorSeptoria tritici

Identifiers

PMID36747219
PMCPMC9903594
OpenAlexW4319310830

What OpenQuestion 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 OpenQuestion graph.