Evidence map›Paper›PMID 32317662›Full record

ArticleScientific reports2020

Transcriptional analyses of differential cultivars during resistant and susceptible interactions with Peronospora effusa, the causal agent of spinach downy mildew.

Shyam L Kandel, Amanda M Hulse-Kemp, Kevin Stoffel, Steven T Koike, Ainong Shi, Beiquan Mou, Allen Van Deynze, Steven J Klosterman

Abstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Integration of crop modeling and sensing into molecular breeding for nutritional quality and stress tolerance.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Review
  4. Integrating multi-omics and machine learning for disease resistance prediction in legumes.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Review
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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

8 authors.

Shyam L KandelUSDA-ARS, Crop Improvement and Protection Research Unit, Salinas, CA, 93905, USA.
Amanda M Hulse-KempDepartment of Plant Sciences, University of California, Davis, CA, 95616, USA.
Kevin StoffelDepartment of Plant Sciences, University of California, Davis, CA, 95616, USA.
Steven T KoikeTriCal Diagnostics, Hollister, CA, 95023, USA.
Ainong ShiDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Beiquan MouUSDA-ARS, Crop Improvement and Protection Research Unit, Salinas, CA, 93905, USA.
Allen Van DeynzeDepartment of Plant Sciences, University of California, Davis, CA, 95616, USA. avandeynze@ucdavis.edu.
Steven J KlostermanUSDA-ARS, Crop Improvement and Protection Research Unit, Salinas, CA, 93905, USA. Steve.Klosterman@usda.gov.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Downy mildew of spinach is caused by the obligate oomycete pathogen, Peronospora effusa. The disease causes significant economic losses, especially in the organic sector of the industry where the use of synthetic fungicides is not permitted for disease control. New pathotypes of this pathogen are increasingly reported which are capable of breaking resistance. In this study, we took advantage of new spinach genome resources to conduct RNA-seq analyses of transcriptomic changes in leaf tissue of resistant and susceptible spinach cultivars Solomon and Viroflay, respectively, at an early stage of pathogen establishment (48 hours post inoculation, hpi) to a late stage of symptom expression and pathogen sporulation (168 hpi). Fold change differences in gene expression were recorded between the two cultivars to identify candidate genes for resistance. In Solomon, the hypersensitive inducible genes such as pathogenesis-related gene PR-1, glutathione-S-transferase, phospholipid hydroperoxide glutathione peroxidase and peroxidase were significantly up-regulated uniquely at 48 hpi and genes involved in zinc finger CCCH protein, glycosyltransferase, 1-aminocyclopropane-1-carboxylate oxidase homologs, receptor-like protein kinases were expressed at 48 hpi through 168 hpi. The types of genes significantly up-regulated in Solomon in response to the pathogen suggests that salicylic acid and ethylene signaling pathways mediate resistance. Furthermore, many genes involved in the flavonoid and phenylpropanoid pathways were highly expressed in Viroflay compared to Solomon at 168 hpi. As anticipated, an abundance of significantly down-regulated genes was apparent at 168 hpi, reflecting symptom development and sporulation in cultivar Viroflay, but not at 48 hpi. In the pathogen, genes encoding RxLR-type effectors were expressed during early colonization of cultivar Viroflay while crinkler-type effector genes were expressed at the late stage of the colonization. Our results provide insights on gene expression in resistant and susceptible spinach-P. effusa interactions, which can guide future studies to assess candidate genes necessary for downy mildew resistance in spinach.

Indexed as

Gene Expression ProfilingGene Expression Regulation, PlantDisease ResistanceDisease SusceptibilityGene OntologyGenome, PlantPeronosporaPlant DiseasesPolymorphism, Single NucleotidePropanolsRNA, MessengerSpinacia oleraceaTranscriptome1-phenylpropanolPropanolsRNA, Messenger

Identifiers

PMID32317662
PMCPMC7174412

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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.