National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China.
Institute of Biotechnology, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China.
Int J Mol Sci. 2024 Feb 5;25(3):1918. doi: 10.3390/ijms25031918.
Genome-wide association studies (GWAS) have emerged as a powerful tool for unraveling intricate genotype-phenotype association across various species. Maize ( L.), renowned for its extensive genetic diversity and rapid linkage disequilibrium (LD), stands as an exemplary candidate for GWAS. In maize, GWAS has made significant advancements by pinpointing numerous genetic loci and potential genes associated with complex traits, including responses to both abiotic and biotic stress. These discoveries hold the promise of enhancing adaptability and yield through effective breeding strategies. Nevertheless, the impact of environmental stress on crop growth and yield is evident in various agronomic traits. Therefore, understanding the complex genetic basis of these traits becomes paramount. This review delves into current and future prospectives aimed at yield, quality, and environmental stress resilience in maize and also addresses the challenges encountered during genomic selection and molecular breeding, all facilitated by the utilization of GWAS. Furthermore, the integration of omics, including genomics, transcriptomics, proteomics, metabolomics, epigenomics, and phenomics has enriched our understanding of intricate traits in maize, thereby enhancing environmental stress tolerance and boosting maize production. Collectively, these insights not only advance our understanding of the genetic mechanism regulating complex traits but also propel the utilization of marker-assisted selection in maize molecular breeding programs, where GWAS plays a pivotal role. Therefore, GWAS provides robust support for delving into the genetic mechanism underlying complex traits in maize and enhancing breeding strategies.
全基因组关联研究 (GWAS) 已成为揭示各种物种中复杂基因型-表型关联的强大工具。玉米 ( L.) 以其广泛的遗传多样性和快速的连锁不平衡 (LD) 而闻名,是 GWAS 的理想候选者。在玉米中,GWAS 通过精确定位与复杂性状相关的许多遗传位点和潜在基因取得了重大进展,包括对非生物和生物胁迫的反应。这些发现有望通过有效的育种策略提高适应性和产量。然而,环境胁迫对作物生长和产量的影响在各种农艺性状中显而易见。因此,了解这些性状的复杂遗传基础至关重要。
本篇综述深入探讨了当前和未来旨在提高玉米产量、品质和对环境胁迫的抗性的前景,还解决了在基因组选择和分子育种过程中遇到的挑战,所有这些都得益于 GWAS 的应用。此外,包括基因组学、转录组学、蛋白质组学、代谢组学、表观基因组学和表型组学在内的组学的整合丰富了我们对玉米复杂性状的理解,从而提高了环境胁迫耐受性并提高了玉米产量。
综上所述,这些研究不仅加深了我们对调控复杂性状的遗传机制的理解,还推动了 GWAS 在玉米分子育种计划中标记辅助选择的应用,GWAS 在其中发挥着关键作用。因此,GWAS 为深入研究玉米复杂性状的遗传机制和改进育种策略提供了有力支持。