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Research Article | Open Access

Identification of novel QTLs contributing to resistance against Aspergillus flavus in maize (Zea mays L.) using an enlarged genotype panel

Jianxin Li1Lianglei Zhang1Xiang Guo1Jihong Zhang1Shiwei Wang1Xinyu Sun1Haiyang Duan1Huiling Xie1Dong Ding1Jihua Tang1,2( )Xuehai Zhang1( )
National Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450046, China
The Shennong Laboratory, Zhengzhou 450002, China
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Highlights

• Temperate inbreds showed greater resistance to Aspergillus flavus than tropical and subtropical materials.

• The identification of 13 novel QTLs using an enlarged genotype panel suggests that higher marker density enhances the statistical power of genome-wide association study.

• Inbreds with the favorable haplotype combination of the two genes (elo1 and ZmFUC1) demonstrated significant resistance to A. flavus. Gene ZmFUC1 was selected during the domestication of teosinte (Zea mays ssp. mexicana) into modern maize and during the adaptation from tropical/subtropical maize to temperate maize.

• Molecular markers in the promoter region of ZmFUC1 can efficiently identify maize germplasm with beneficial haplotypes for resistance to A. flavus.

Abstract

Maize (Zea mays L.) is a crucial global crop that serves as a primary source of food and feed. However, its kernels are susceptible to infection by Aspergillus flavus, a fungus known for producing aflatoxins-which are highly carcinogenic compounds harmful to human and animal health. Identifying quantitative trait loci (QTLs) for aflatoxin resistance and developing aflatoxin-resistant maize varieties are essential for mitigating aflatoxin contamination. In this study, a genome-wide association study (GWAS) using an enlarged genotypic panel of 311 maize inbred lines was used to identify genetic loci associated with A. flavus resistance. Phenotypic data on A. flavus resistance were collected through controlled inoculation experiments conducted under controlled conditions. The results revealed that the resistance to A. flavus follows a normal distribution. In addition, temperate inbreds exhibited stronger resistance to A. flavus than tropical/subtropical materials. This study identified 13 novel QTLs encompassing 47 highly expressed genes, with each QTL explaining 8.22–27.71% of the phenotypic variation, indicating that the higher marker density improved statistical power. Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses revealed that these genes are related to fatty acid synthesis, glycoside decomposition, and root growth and development. One specific gene located on ZmAFR16, ZmFUC1, displayed clustered peaks and accounted for an average of 10.21% of the phenotypic variation. This gene was found to play a role in cell membrane formation and possess alpha-L-fucosidase activity, so it promotes glycoside metabolism and contributes to polysaccharide degradation. Haplotype analysis showed significant differences in resistance to A. flavus among the different haplotypes of elo1 and ZmFUC1. Inbreds carrying the favorable haplotype combination of these two genes exhibited strong resistance to A. flavus. A select sweep analysis indicated that ZmFUC1 was selected during the domestication of teosinte (Zea mays ssp. mexicana) to modern maize, as well as during the adaptation from tropical/subtropical maize to temperate maize. Importantly, this study developed molecular markers in the promoter region of ZmFUC1 to efficiently identify maize germplasm with beneficial haplotypes for resistance to A. flavus. These findings not only enhance our understanding of the genetic factors influencing maize kernel resistance to A. flavus but also offer valuable insights for improving existing germplasm and developing new maize varieties with enhanced resistance to this pathogen.

References

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Journal of Integrative Agriculture (JIA)
Pages 3559-3571

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Cite this article:
Li J, Zhang L, Guo X, et al. Identification of novel QTLs contributing to resistance against Aspergillus flavus in maize (Zea mays L.) using an enlarged genotype panel. Journal of Integrative Agriculture (JIA), 2026, 25(9): 3559-3571. https://doi.org/10.1016/j.jia.2025.01.002

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Received: 28 September 2024
Revised: 12 December 2024
Accepted: 17 December 2024
Published: 03 January 2025
© 2026 CAAS.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer review under responsibility of Editorial Board of Journal of Integrative Agriculture.