Evidence map›Paper›PMID 41829717›Full record

ReviewPlants (Basel, Switzerland)2026

Accelerating Resistance Breeding: Emerging Methods to Identify and Validate Plant Immunity Genes.

Ziyu Liu, Klaas Cloots, Koen Geuten

Abstract readReview
In one paragraph

Review in Plants (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Ziyu LiuUnit of Molecular Biotechnology of Plants and Microorganisms, Department of Biology, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium.ORCID 0000-0001-8824-9481
Klaas ClootsUnit of Molecular Biotechnology of Plants and Microorganisms, Department of Biology, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium.ORCID 0000-0002-6509-3952
Koen GeutenUnit of Molecular Biotechnology of Plants and Microorganisms, Department of Biology, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium.ORCID 0000-0002-9692-4499

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Plant pathogens are a major cause of crop yield loss, making disease resistance breeding crucial for crop improvement. Plants have evolved innate immune systems, mediated by immune-related genes such as nucleotide-binding site leucine-rich repeat (NLR), pattern-recognition receptors (PRR) and susceptibility genes, which are essential resources for breeding disease-resistant plants. To identify immunity genes, extensive genetic approaches that examine the association between resistance phenotypes and genomic regions have been applied with great success. While genetic methods remain important for identifying immunity genes, novel strategies that rely on functional rather than genetic association with disease resistance offer unique advantages. For example, mutagenesis with

Indexed as

CRISPRGWASNLRomicsplant immunity genesplant-pathogen interactionsprotoplastsresistance breeding

Identifiers

PMID41829717
PMCPMC12986626

What OpenQuestion holds

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LicenceCC BY
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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.