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Article

Appraising the Genetic Architecture of Kernel Traits in Hexaploid Wheat Using GWAS.

International journal of molecular sciences - 6 Aug 2020

Muhammad Ali, Hu Weicheng, Li Zhaoyang, Li Jianguo, Xie Guosheng, Wang Jibin, Wang Lingqiang

Abstract excerpt

Kernel morphology is one of the major yield traits of wheat, the genetic architecture of which is always important in crop breeding. In this study, we performed a genome-wide association study (GWAS) to appraise the genetic architecture of the kernel traits of 319 wheat accessions using 22,905 single nucleotide polymorphism (SNP) markers from a wheat 90K SNP array. As a result, 111 and 104 significant SNPs for...

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Identifiers

PMID: 32781752
DOI: 10.3390/ijms21165649
PMCID: PMC7460857

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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