Development of breeder chip for gene detection and molecular-assisted selection by target sequencing in wheat

种质资源 基因分型 生物 分子育种 遗传力 标记辅助选择 选择(遗传算法) 植物育种 生物技术 基因型 分子标记 遗传学 基因 农学 计算机科学 人工智能
作者
Mingjie Xiang,Shengjie Liu,Xiaoting Wang,Mingming Zhang,Weiyi Yan,Jianhui Wu,Qilin Wang,Chunlian Li,Weijun Zheng,Yilin He,Yunxia Ge,Changfa Wang,Zhensheng Kang,Dejun Han,Qingdong Zeng
出处
期刊:Molecular Breeding [Springer Science+Business Media]
卷期号:43 (2) 被引量:9
标识
DOI:10.1007/s11032-023-01359-3
摘要

Wheat is an essential food crop and its high and stable yield is suffering from great challenges due to the limitations of current breeding technology and various stresses. Accelerating molecularly assisted stress-resistance breeding is critical. Through a meta-analysis of published loci in wheat over the last two decades, we selected 60 loci with main breeding objectives, high heritability, and reliable genotyping, such as stress resistance, yield, plant height, and resistance to spike germination. Then, using genotyping by target sequencing (GBTS) technology, we developed a liquid phase chip based on 101 functional or closely linked markers. The genotyping of 42 loci was confirmed in an extensive collection of Chinese wheat cultivars, indicating that the chip can be used in molecular-assisted selection (MAS) for target breeding goals. Besides, we can perform the preliminary parentage analysis with the genotype data. The most significant contribution of this work lies in translating a large number of molecular markers into a viable chip and providing reliable genotypes. Breeders can quickly screen germplasm resources, parental breeding materials, and intermediate materials for the presence of excellent allelic variants using the genotyping data by this chip, which is high throughput, convenient, reliable, and cost-efficient.The online version contains supplementary material available at 10.1007/s11032-023-01359-3.
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