Evidence map›Paper›PMID 41593733›Full record

ArticleGenome biology2026

Unveiling the early defense response dynamics in grapevines against Plasmopara viticola by single-cell transcriptomics.

Xiukun Yao, Zhizhuo Xu, Yasheng Xi, Xinyue He, Qifei Gao, Jiang Lu, Peining Fu

Abstract read
In one paragraph

Article in Genome biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Xiukun Yao *Center for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.ORCID http://orcid.org/0009-0009-1557-9944
Zhizhuo Xu *Center for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.
Yasheng Xi *Center for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.
Xinyue HeCenter for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.
Qifei GaoCenter for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.ORCID http://orcid.org/0000-0001-7751-7671
Jiang LuCenter for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.
Peining FuCenter for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China. fupeining@sjtu.edu.cn.

Funding

National Natural Science Foundation of China 32272652Science & Technology Department of Guangxi Zhuang Autonomous Region Gui Ke AB24010121
6 · The paper itself

Abstract

backgroundThe viticulture has long suffered from the downy mildew caused by Plasmopara viticola, a strictly obligate biotrophic oomycete. Numerous studies have been performed to reveal how grapevine defends against Plasmopara viticola, but they mainly investigate the plant defense responses on the whole tissue level, not on the cellular level.

resultsHere we employ single-cell RNA sequencing and spatial RNA sequencing to profile approximately 100,000 individual cells (~ 89,000 from scRNA-seq and ~ 11,000 from spRNA-seq), generating the first single-cell transcriptome atlas of grapevine leaves during Plasmopara viticola infection. This high-resolution atlas reveals the dynamic and distinct defense responses of plant cells at early stages of oomycete infection. Notably, we find that Plasmopara viticola reprograms the guard cell transcriptome to facilitate successful invasion, likely by altering the expression of ABA negative regulators and modulating a potassium channel regulatory pathway to influence stomatal movement.

conclusionsOverall, our work reveals differential and dynamic responses of grapevine to the Plasmopara viticola infection at a single-cell level, providing valuable clues for dissecting the interaction between plants and oomycetes.

Indexed as

OomycetesPeronosporaPlant DiseasesTranscriptomeVitisDisease ResistanceGene Expression ProfilingGene Expression Regulation, PlantHost-Pathogen InteractionsPlant LeavesPlant StomataSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisGrape downy mildewGrapevineGuard cellPlant-pathogen interactionSingle-cell transcriptomeSpatial transcriptomeStomatal immunity

Identifiers

PMID41593733
PMCPMC12918531

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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.