Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China.
The Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China.
Plant Genome. 2020 Nov;13(3):e20036. doi: 10.1002/tpg2.20036. Epub 2020 Aug 7.
Chinese jujube (Ziziphus jujuba Mill.) is an important fruit crop and harbors many highly diverse traits of potential economic importance. Fruit size, stone size, and fruit cracking have an important influence on the commercial value of jujube. This study is the first to conduct a genome-wide association study (GWAS) on 180 accessions of jujube and focuses on locating single-nucleotide polymorphisms (SNPs) associated with nine important fruit quality traits. Genotyping was performed using genotyping-by-sequencing and 4651 high-quality SNPs were identified. A genetic diversity analysis revealed the presence of three distinct groups, and rapid linkage disequilibrium decay was observed in this jujube population. Using a mixed linear model, a total of 45 significant SNP-trait associations were detected, among which 33 SNPs had associations with fruit size-related traits, nine were associated with stone size-related traits, and three with fruit cracking-related traits. In total, 21 candidate genes involved in cell expansion, abiotic stress responses, hormone signaling, and growth development were identified from the genome sequences of jujube. These results are useful as basic data for GWAS of other jujube traits, and these significant SNP loci and candidate genes should aid marker-assisted breeding and genomic selection of improved jujube cultivars.
中文枣(Ziziphus jujuba Mill.)是一种重要的水果作物,具有许多具有潜在经济重要性的高度多样化特性。果实大小、核大小和果实开裂对枣的商业价值有重要影响。本研究首次对 180 个枣品种进行了全基因组关联研究(GWAS),重点定位与九个重要果实品质性状相关的单核苷酸多态性(SNP)。使用测序的基因分型进行基因分型,共鉴定出 4651 个高质量 SNP。遗传多样性分析显示存在三个不同的群体,并且在这个枣群体中观察到快速的连锁不平衡衰减。使用混合线性模型,共检测到 45 个显著的 SNP-性状关联,其中 33 个 SNP 与果实大小相关性状相关,9 个与核大小相关性状相关,3 个与果实开裂相关性状相关。总共从枣的基因组序列中鉴定出 21 个与细胞扩张、非生物胁迫反应、激素信号和生长发育相关的候选基因。这些结果可作为其他枣性状 GWAS 的基础数据,这些显著的 SNP 位点和候选基因应有助于改良枣品种的标记辅助选择和基因组选择。