Identification of Novel QTL for Mercury Accumulation in Maize Using an Enlarged SNP Panel

Author:

Gao Jionghao1,Li Jianxin1,Zhang Jihong1,Sun Yan1,Ju Xiaolong1,Li Wenlong1,Duan Haiyang1ORCID,Xue Zhengjie1,Sun Li1,Hussain Sahito Javed1,Fu Zhiyuan1,Zhang Xuehai1ORCID,Tang Jihua12

Affiliation:

1. Key Laboratory of Wheat and Maize Crops Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China

2. The Shennong Laboratory, Zhengzhou 450002, China

Abstract

Mercury (Hg) pollution not only poses a threat to the environment but also adversely affects the growth and development of plants, with potential repercussions for animals and humans through bioaccumulation in the food chain. Maize, a crucial source of food, industrial materials, and livestock feed, requires special attention in understanding the genetic factors influencing mercury accumulation. Developing maize varieties with low mercury accumulation is vital for both maize production and human health. In this study, a comprehensive genome-wide association study (GWAS) was conducted using an enlarged SNP panel comprising 1.25 million single nucleotide polymorphisms (SNPs) in 230 maize inbred lines across three environments. The analysis identified 111 significant SNPs within 78 quantitative trait loci (QTL), involving 169 candidate genes under the Q model. Compared to the previous study, the increased marker density and optimized statistical model led to the discovery of 74 additional QTL, demonstrating improved statistical power. Gene ontology (GO) enrichment analysis revealed that most genes participate in arsenate reduction and stress responses. Notably, GRMZM2G440968, which has been reported in previous studies, is associated with the significant SNP chr6.S_155668107 in axis tissue. It encodes a cysteine proteinase inhibitor, implying its potential role in mitigating mercury toxicity by inhibiting cysteine. Haplotype analyses provided further insights, indicating that lines carrying hap3 exhibited the lowest mercury content compared to other haplotypes. In summary, our study significantly enhances the statistical power of GWAS, identifying additional genes related to mercury accumulation and metabolism. These findings offer valuable insights into unraveling the genetic basis of mercury content in maize and contribute to the development of maize varieties with low mercury accumulation.

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Henan Province Science and Technology Attack Project

Henan Provincial Higher Education Key Research Project

First-class postdoctoral research grant in Henan Province

Research start-up fund to youth talents of Henan Agricultural University

Publisher

MDPI AG

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