Key Laboratory of Wheat and Maize Crops Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China.
The Shennong Laboratory, Zhengzhou 450002, China.
Genes (Basel). 2024 Feb 19;15(2):257. doi: 10.3390/genes15020257.
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, , 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.
汞(Hg)污染不仅对环境构成威胁,还会对植物的生长和发育产生不利影响,通过食物链中的生物累积,对动物和人类产生潜在影响。玉米是一种重要的粮食、工业原料和牲畜饲料来源,需要特别关注影响其汞积累的遗传因素。培育低汞积累的玉米品种对于玉米生产和人类健康都至关重要。在这项研究中,我们使用包含 230 个玉米自交系的 1250 万个单核苷酸多态性(SNP)的扩展 SNP 面板,在三个环境中进行了全基因组关联研究(GWAS)。分析在 78 个数量性状位点(QTL)中发现了 111 个显著 SNP,涉及 Q 模型下的 169 个候选基因。与之前的研究相比,增加的标记密度和优化的统计模型发现了 74 个额外的 QTL,表明统计能力得到了提高。基因本体(GO)富集分析表明,大多数基因参与砷酸盐还原和应激反应。值得注意的是,先前研究中报道过的 ,与轴组织中的显著 SNP chr6.S_155668107 相关。它编码一种半胱氨酸蛋白酶抑制剂,表明其通过抑制半胱氨酸来减轻汞毒性的潜在作用。单倍型分析提供了进一步的见解,表明与其他单倍型相比,携带 hap3 的系表现出最低的汞含量。综上所述,我们的研究显著提高了 GWAS 的统计能力,确定了与汞积累和代谢相关的额外基因。这些发现为揭示玉米中汞含量的遗传基础提供了有价值的见解,并为开发低汞积累的玉米品种做出了贡献。