Evidence map›Paper›PMID 41596478›Full record

ArticleInternational journal of molecular sciences2026

Genome-Wide Association Analysis and Candidate Gene Prediction of Wheat Wet Gluten Content.

Congcong Liu, Lei Zeng, Cong Wang, Linlin Jia, Wenxu Li, Ziju Dai, Maomao Qin, Jinna Hou, Zhensheng Lei, Zhengfu Zhou

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of molecular sciences, 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

10 authors.

Congcong LiuHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Lei ZengHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Cong WangHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Linlin JiaHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Wenxu LiHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Ziju DaiHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Maomao QinHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Jinna HouHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Zhensheng LeiHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.
Zhengfu ZhouHenan Institute of Crop Molecular Breeding, Henan Academy of Agricultural Sciences, Zhengzhou 450001, China.

Funding

Agriculture Research System of Henan Province HARS-22-01-G3International science and technology cooperation project of Henan Province 242102521058Joint Fund of Henan Provincial Science and Technology Research and Development Plan 242301420125Key Research and development project of Henan Province 251111110300National Natural Science Foundation of China U22A20478Program of Leading Talent in Science and Technology Innovation of Zhongyuan 244200510032
6 · The paper itself

Abstract

The wet gluten content (WGC) of wheat is a key indicator of wheat-processing quality, and its genetic basis is extremely critical in breeding. This study evaluated the WGC of 207 wheat accessions under three growing seasons from a natural population. Nine quantitative trait loci (QTLs) explained 7.61-15.18% of phenotypic variation in a genome-wide association study (GWAS) using a 660K SNP array. Among them,

Indexed as

Genome-Wide Association StudyGlutensTriticumAllelesChromosome MappingPhenotypePolymorphism, Single NucleotideQuantitative Trait LociGlutenscandidate genegenome-wide association studymolecular markerwet gluten contentwheat

Identifiers

PMID41596478
PMCPMC12841151

What OpenQuestion holds

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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.