Evidence map›Paper›PMID 41557746›Full record

ArticlePLoS biology2026

Pangenome graph analysis reveals evolution of resistance breaking in spinach downy mildew.

Petros Skiadas, Melanie N Mendel, Joyce Elberse, Guido Van den Ackerveken, Ronnie de Jonge, Michael F Seidl

Abstract read
In one paragraph

Article in PLoS biology, 2026. 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Petros SkiadasTheoretical Biology and Bioinformatics, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Melanie N MendelTranslational Plant Biology, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Joyce ElberseTranslational Plant Biology, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Guido Van den AckervekenTranslational Plant Biology, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Ronnie de JongePlant-Microbe Interactions, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Michael F SeidlTheoretical Biology and Bioinformatics, Department of Biology, Utrecht University, Utrecht, The Netherlands.ORCID https://orcid.org/0000-0002-5218-2083

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Filamentous plant pathogens secrete effectors to successfully establish host infections. In resistant crop varieties, plant immunity can be triggered by immune receptors that recognize these effectors. Resistant crop varieties are grown in large-scale monocultures imposing strong selection pressure on pathogens, driving rapid evolution of effector repertoires resulting in the frequent breakdowns of resistance within just a few growing seasons. The oomycete Peronospora effusa, responsible for downy mildew on spinach, is an example of a rapidly adapting pathogen, but it is yet unknown how P. effusa can successfully overcome resistance of spinach by genomic adaptations. To close this knowledge gap, we here generated genome assemblies and constructed a pangenome graph for 19 isolates corresponding to 19 officially denominated resistance-breaking P. effusa races, which can cause disease on a differential set of spinach cultivars. Haplotype-resolved pangenome graph analyses revealed that many isolates emerged from recent sexual recombination, yet others evolved via prolonged asexual reproduction and loss of heterozygosity. By phasing effector candidates to determine their allelic variation, we identified effector candidates associated to resistance breaking of spinach varieties and reconstructed the evolutionary events that led to their diversification. The here developed and applied computational genomics approaches offer invaluable insights into the molecular mechanisms of the rapid evolution of P. effusa, and points to potential targets for future resistance breeding.

Indexed as

Disease ResistancePeronosporaPlant DiseasesSpinacia oleraceaEvolution, MolecularGenome, PlantHaplotypesPhylogeny

Identifiers

PMID41557746
PMCPMC12844528

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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.