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

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

PMC · DOI: 10.1371/journal.pbio.3003596 · 2026-01-20

## TL;DR

This study uses genome analysis to understand how a spinach pathogen evolves to break plant resistance.

## Contribution

The study introduces pangenome graph analysis to identify effector candidates linked to resistance breakdown in spinach downy mildew.

## Key findings

- Many isolates of the pathogen emerged from recent sexual recombination.
- Some isolates evolved through prolonged asexual reproduction and loss of heterozygosity.
- Effector candidates associated with resistance breaking were identified and their evolution was reconstructed.

## 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.

Plant pathogens secrete effectors to help establish host infections, but resistant crop varieties select strongly for resistance-breaking pathogens. This study of the oomycete pathogen responsible for downy mildew on spinach uses pangenome graph analyses of 19 resistance-breaking races to identify several potential effectors.

## Linked entities

- **Species:** Peronospora effusa (taxon 542832)

## Full-text entities

- **Diseases:** fungal (MESH:D009181), P. effusa (MESH:D002972), infection (MESH:D007239), NLRs (MESH:C537150)
- **Chemicals:** phenol (MESH:D019800), water (MESH:D014867), NaCl (MESH:D012965), EDTA (MESH:D004492), chloroform (MESH:D002725), sorbitol (MESH:D013012), CTAB (MESH:D000077286), AVR3a (-), isopropanol (MESH:D019840), isoamyl alcohol (MESH:C029683), PVP-40 (MESH:D011205), nitrogen (MESH:D009584)
- **Species:** Phytophthora infestans (potato late blight agent, species) [taxon 4787], Pyricularia oryzae (rice blast fungus, species) [taxon 318829], Peronospora effusa (species) [taxon 542832], Spinacia oleracea (spinach, species) [taxon 3562], Solanum tuberosum (potatoes, species) [taxon 4113], Plasmopara viticola (species) [taxon 143451], Nicotiana benthamiana (species) [taxon 4100], Puccinia graminis (wheat stem rust, species) [taxon 5297], Phytophthora sojae (species) [taxon 67593], Bremia lactucae (lettuce downy mildew, species) [taxon 4779], Fusarium oxysporum (species) [taxon 5507], Solanum lycopersicum (tomato, species) [taxon 4081], Phytophthora sp. (species) [taxon 89336], Verticillium dahliae (species) [taxon 27337]
- **Cell lines:** RPF3 — Homo sapiens (Human), Transformed cell line (CVCL_B3G7)

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12844528/full.md

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Source: https://tomesphere.com/paper/PMC12844528