Pedigree-based analysis of derivation of genome segments of an elite rice reveals key regions during its breeding

生物 基因组 遗传学 驯化 单核苷酸多态性 分子育种 参考基因组 栽培 数量性状位点 选择(遗传算法) 植物育种 植物遗传学 基因 近交系 基因型 农学 人工智能 计算机科学
作者
Degui Zhou,Wei Chen,Zechuan Lin,Haodong Chen,Chongrong Wang,Hong Li,Renbo Yu,Fengyun Zhang,Gang Zhen,Junliang Yi,LI Kang-huo,Yao‐Guang Liu,William Terzaghi,Xiaoyan Tang,Hang He,Zhou Shao-chuan,Xing Wang Deng
出处
期刊:Plant Biotechnology Journal [Wiley]
卷期号:14 (2): 638-648 被引量:34
标识
DOI:10.1111/pbi.12409
摘要

Analyses of genome variations with high-throughput assays have improved our understanding of genetic basis of crop domestication and identified the selected genome regions, but little is known about that of modern breeding, which has limited the usefulness of massive elite cultivars in further breeding. Here we deploy pedigree-based analysis of an elite rice, Huanghuazhan, to exploit key genome regions during its breeding. The cultivars in the pedigree were resequenced with 7.6× depth on average, and 2.1 million high-quality single nucleotide polymorphisms (SNPs) were obtained. Tracing the derivation of genome blocks with pedigree and information on SNPs revealed the chromosomal recombination during breeding, which showed that 26.22% of Huanghuazhan genome are strictly conserved key regions. These major effect regions were further supported by a QTL mapping of 260 recombinant inbred lines derived from the cross of Huanghuazhan and a very dissimilar cultivar, Shuanggui 36, and by the genome profile of eight cultivars and 36 elite lines derived from Huanghuazhan. Hitting these regions with the cloned genes revealed they include numbers of key genes, which were then applied to demonstrate how Huanghuazhan were bred after 30 years of effort and to dissect the deficiency of artificial selection. We concluded the regions are helpful to the further breeding based on this pedigree and performing breeding by design. Our study provides genetic dissection of modern rice breeding and sheds new light on how to perform genomewide breeding by design.
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