Genetic Diversity and Construction of Salt-Tolerant Core Germplasm in Maize (Zea mays L.) Based on Phenotypic Traits and SNP Markers

Maize is an essential staple food, and its genetic diversity plays a central role in breeding programs aimed at developing climate-adapted cultivars. Constructing a representative core germplasm set is necessary for the efficient conservation and utilization of maize genetic resources. In this study, we analyzed 588 cultivated maize accessions using agronomic traits such as plant morphology and yield traits such as ear characteristics and single-nucleotide polymorphisms (SNPs) to assess molecular diversity and population structure and to construct a core collection. Nineteen phenotypic traits were evaluated, revealing high genetic diversity and significant correlations among most quantitative traits. The optimal sampling strategy was identified as "Mahalanobis distance + 20% + deviation sampling + flexible method." Whole-genome genotyping was conducted using the Maize6H-60K liquid phase chip. Population structure analysis, principal component analysis, and cluster analysis divided the 588 accessions into six subgroups. A core collection of 172 accessions was selected based on both phenotypic and genotypic data. These were further evaluated for salt-alkali tolerance during germination, and cluster analysis classified them into five groups. Sixty-five accessions demonstrated salt-alkali tolerance, including 18 with high resistance. This core collection serves as a valuable foundation for germplasm conservation and utilization strategies.

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Journal
Plants
Published
2025-07-14
DOI
https://doi.org/10.3390/plants14142182
Citations
1
Primary Topic
Genetic Mapping and Diversity in Plants and Animals
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article
Field-Weighted Citation Impact
1.82
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article

Genetic Diversity and Construction of Salt-Tolerant Core Germplasm in Maize (Zea mays L.) Based on Phenotypic Traits and SNP Markers

Yongfang Ma, Liangliang Bao, Xing Zeng, Dequan Sun et al.
1 citations
Plants
Genetic Mapping and Diversity in Plants and Animals
1.82
article

Genetic Diversity and Construction of Salt-Tolerant Core Germplasm in Maize (Zea mays L.) Based on Phenotypic Traits and SNP Markers

Yongfang Ma, Liangliang Bao, Xing Zeng, Dequan Sun, Hong Di, Yu Zhou, Jiahao Wang, Jiaxin Wang, Zhenhua Wang, Yongfeng Song, Chunxiang Li, Jinsheng Fan, Lin Zhang, Hong Lin
article en
1 citations

Abstract

Maize is an essential staple food, and its genetic diversity plays a central role in breeding programs aimed at developing climate-adapted cultivars. Constructing a representative core germplasm set is necessary for the efficient conservation and utilization of maize genetic resources. In this study, we analyzed 588 cultivated maize accessions using agronomic traits such as plant morphology and yield traits such as ear characteristics and single-nucleotide polymorphisms (SNPs) to assess molecular diversity and population structure and to construct a core collection. Nineteen phenotypic traits were evaluated, revealing high genetic diversity and significant correlations among most quantitative traits. The optimal sampling strategy was identified as "Mahalanobis distance + 20% + deviation sampling + flexible method." Whole-genome genotyping was conducted using the Maize6H-60K liquid phase chip. Population structure analysis, principal component analysis, and cluster analysis divided the 588 accessions into six subgroups. A core collection of 172 accessions was selected based on both phenotypic and genotypic data. These were further evaluated for salt-alkali tolerance during germination, and cluster analysis classified them into five groups. Sixty-five accessions demonstrated salt-alkali tolerance, including 18 with high resistance. This core collection serves as a valuable foundation for germplasm conservation and utilization strategies.

PlantsVol. 14(14)
Northeast Agricultural University (CN), Heilongjiang Academy of Sciences (CN), Heilongjiang Provincial Academy of Agricultural Sciences (CN)
Climate action
Openalex Percentile: Top 14%
Genetic Mapping and Diversity in Plants and Animals
1.82
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