Mining novel genomic regions and candidate genes of heading and flowering dates in bread wheat by SNP- and haplotype-based GWAS.

IF 2.6 3区 农林科学 Q1 AGRONOMY
Molecular Breeding Pub Date : 2023-10-20 eCollection Date: 2023-11-01 DOI:10.1007/s11032-023-01422-z
Pengfang Qiao, Xuan Li, Dezheng Liu, Shan Lu, Lei Zhi, Aiman Rysbekova, Liang Chen, Yin-Gang Hu
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引用次数: 0

Abstract

Bread wheat (Triticum aestivum L.) is a global staple crop vital for human nutrition. Heading date (HD) and flowering date (FD) are critical traits influencing wheat growth, development, and adaptability to diverse environmental conditions. A comprehensive study were conducted involving 190 bread wheat accessions to unravel the genetic basis of HD and FD using high-throughput genotyping and multi-environment field trials. Seven independent quantitative trait loci (QTLs) were identified to be significantly associated with HD and FD using two GWAS methods, which explained a proportion of phenotypic variance ranging from 1.43% to 9.58%. Notably, QTLs overlapping with known vernalization genes Vrn-D1 were found, validating their roles in regulating flowering time. Moreover, novel QTLs on chromosome 2A, 5B, 5D, and 7B associated with HD and FD were identified. The effects of these QTLs on HD and FD were confirmed in an additional set of 74 accessions across different environments. An increase in the frequency of alleles associated with early flowering in cultivars released in recent years was also observed, suggesting the influence of molecular breeding strategies. In summary, this study enhances the understanding of the genetic regulation of HD and FD in bread wheat, offering valuable insights into crop improvement for enhanced adaptability and productivity under changing climatic conditions. These identified QTLs and associated markers have the potential to improve wheat breeding programs in developing climate-resilient varieties to ensure food security.

Supplementary information: The online version contains supplementary material available at 10.1007/s11032-023-01422-z.

Abstract Image

基于SNP和单倍型的GWAS挖掘面包小麦抽穗期和开花期的新基因组区域和候选基因。
小麦(Triticum aestivum L.)是一种对人类营养至关重要的全球主要作物。抽穗期(HD)和开花期(FD)是影响小麦生长发育和对不同环境条件适应性的关键性状。通过高通量基因分型和多环境田间试验,对190份面包小麦材料进行了全面研究,以揭示HD和FD的遗传基础。用两种GWAS方法鉴定出7个与HD和FD显著相关的独立数量性状位点(QTL),解释了1.43%-9.58%的表型变异。值得注意的是,发现了与已知春化基因Vrn-D1重叠的QTL,验证了它们在调控开花时间中的作用。此外,在2A、5B、5D和7B染色体上鉴定出了与HD和FD相关的新QTL。这些QTL对HD和FD的影响在另外一组74份不同环境的材料中得到了证实。近年来发布的品种中,与早花相关的等位基因频率也有所增加,这表明了分子育种策略的影响。总之,本研究加深了对面包小麦HD和FD基因调控的理解,为作物改良提供了宝贵的见解,以提高气候条件变化下的适应性和生产力。这些已鉴定的QTL和相关标记有可能改进小麦育种计划,开发具有气候适应性的品种,以确保粮食安全。补充信息:在线版本包含补充材料,网址为10.1007/s11032-023-01422-z。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Breeding
Molecular Breeding 农林科学-农艺学
CiteScore
5.60
自引率
6.50%
发文量
67
审稿时长
1.5 months
期刊介绍: Molecular Breeding is an international journal publishing papers on applications of plant molecular biology, i.e., research most likely leading to practical applications. The practical applications might relate to the Developing as well as the industrialised World and have demonstrable benefits for the seed industry, farmers, processing industry, the environment and the consumer. All papers published should contribute to the understanding and progress of modern plant breeding, encompassing the scientific disciplines of molecular biology, biochemistry, genetics, physiology, pathology, plant breeding, and ecology among others. Molecular Breeding welcomes the following categories of papers: full papers, short communications, papers describing novel methods and review papers. All submission will be subject to peer review ensuring the highest possible scientific quality standards. Molecular Breeding core areas: Molecular Breeding will consider manuscripts describing contemporary methods of molecular genetics and genomic analysis, structural and functional genomics in crops, proteomics and metabolic profiling, abiotic stress and field evaluation of transgenic crops containing particular traits. Manuscripts on marker assisted breeding are also of major interest, in particular novel approaches and new results of marker assisted breeding, QTL cloning, integration of conventional and marker assisted breeding, and QTL studies in crop plants.
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