Evidence map›Paper›PMID 41132931›Full record

ArticleFrontiers in plant science2025

Dissecting adult plant resistance to stem rust through multi-model GWAS in a diverse barley germplasm panel.

Yuliya Genievskaya, Akerke Maulenbay, Shynbolat Rsaliyev, Saule Abugalieva, Aralbek Rsaliyev, Alibek Zatybekov, Yerlan Turuspekov

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In one paragraph

Article in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

7 authors.

Yuliya GenievskayaLaboratory of Phytosanitary Safety, Research Institute of Biological Safety Problems, National holding "QazBioPharm", Gvardeisky, Kazakhstan.
Akerke MaulenbayLaboratory of Cereal Crops, Kazakh Research Institute of Agriculture and Plant Growing, Almalybak, Kazakhstan.
Shynbolat RsaliyevLaboratory of Cereal Crops, Kazakh Research Institute of Agriculture and Plant Growing, Almalybak, Almaty, Kazakhstan.
Saule AbugalievaLaboratory of Phytosanitary Safety, Research Institute of Biological Safety Problems, National holding "QazBioPharm", Gvardeisky, Kazakhstan.
Aralbek RsaliyevLaboratory of Cereal Crops, Kazakh Research Institute of Agriculture and Plant Growing, Almalybak, Kazakhstan.
Alibek ZatybekovLaboratory of Phytosanitary Safety, Research Institute of Biological Safety Problems, National holding "QazBioPharm", Gvardeisky, Kazakhstan.
Yerlan TuruspekovLaboratory of Phytosanitary Safety, Research Institute of Biological Safety Problems, National holding "QazBioPharm", Gvardeisky, Kazakhstan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Stem rust (SR), caused by Methods: A total of 273 barley accessions were evaluated for APR to SR in two distinct environments in Kazakhstan. Phenotypic data were combined with high-density SNP genotyping to perform GWAS using five statistical models (GLM, MLM, MLMM, FarmCPU, and BLINK). Population structure and kinship were accounted for to identify robust marker-trait associations (MTAs), followed by haplotype-based QTL delineation. Transcriptomic data from 16 barley tissues were used to identify candidate genes within major QTL regions. Substantial phenotypic variation in SR severity was observed across environments. Results: A total of 204 MTAs were identified, among which 96 were stable across models, resulting in 19 model-stable QTLs spanning all seven barley chromosomes. Six QTLs co-localized with known SR-resistance QTLs and genes, including Conclusion: This study provides new insights into the complex, multilayered genetic control of SR resistance in barley. The discovery of both known and novel QTLs offers valuable targets for marker-assisted selection and lays the foundation for breeding durable SR-resistant barley adapted to diverse agroecological conditions.

Indexed as

disease resistance breedinggene expression analysisHordeum vulgare L.Puccinia graminis f. sp. triticiquantitative trait loci (QTLs)

Identifiers

PMID41132931
PMCPMC12540453

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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.