上海交通大学设计学院杭州市园林绿化股份有限公司<,杭州
上海市绿化和市容管理局2021年科学技术攻关项目 (G232406,G212410)
Shanghai Jiao Tong University
Science and Technology Research Project of Shanghai Greening and City Appearance Administration in 2021 (G232406,G212410)
花型是绣球(Hydrangea macrophylla)育种中的重要观赏性状之一。为了定位控制花序类型的关键基因,对125株绣球单株进行了基因组重测序,获得了大量的单核苷酸多态性(SNP)。基于SNP分子标记和观测的花序类型,分别采用Fastlmm和GEMMA软件的一般线性模型(GLM)和混合线性模型(MLM)进行全基因组关联研究(GWAS),以筛选出与花序类型密切相关的SNP。结果表明,125株绣球中有71株为平顶型花序,54株为圆球型花序。GWAS分析发现369个位点与花序表型显著相关(-log10(P)>9),其中285个位点为GLM和MLM两种模型共同获得位点,表型变异解释率为11.80% ~ 60.54%。从285个位点中筛选出12个SNP位点,采用测序法和竞争性等位基因特异性PCR法(KASP)对34株GWAS群体、52个绣球品种及7个杂交后代群体进行了基因分型验证,其中Hma1.2p1_0060F.1_796640、Hma1.2p1_0060F.1_1540773、Hma1.2p1_0653F.1_868484、Hma1.2p1_0669F.1_949341四个SNP位点经检验与花序类型紧密关联,控制绣球花序的基因可能位于Hma1.2p1_0060F.1、Hma1.2p1_0653F.1和Hma1.2p1_0669F.1三个Scaffold中。以285个SNP位点为中心寻找其上下游的基因,共标注到1287个基因,其中1114个基因有功能标注,173个基因功能未知。基因功能涉及DNA复制、信号转导机制、脂质和氨基酸转运代谢以及物质转运等过程。预测了4个编码转录因子的候选基因,其中2个MYB, 1个MADS和1个bHLH可能与绣球花花序类型有关。这几个转录因子可能参与了绣球开花器官发育的调控。该结果为后续的基因克隆和绣球分子标记辅助育种提供了理论依据。
Inflorescence type is one of the important ornamental traits of Hydrangea macrophylla. To locate the key genes controlling inflorescence types, 125 H. macrophylla individual plants were re-sequenced to obtain the single nucleotide polymorphisms (SNPs). Genome-wide association studies (GWAS) based on SNPs and inflorescence types were carried out using general linear model (GLM) and mixed linear model (MLM) of Fastlmm and GEMMA software in order to identify the SNPs strongly associated with inflorescence types. The results showed that, among the 125 Hydrangea plants, 71 had lacecap inflorescences, and 54 with mophead inflorescences. 369 loci were found significantly associating with floral phenotypes (-log10(P)>9), of which 285 loci were obtained by both GLM and MLM models and explained phenotypic variation from 11.80% to 60.54%. Sequencing and kompetitive allele-specific PCR (KASP) were utilized for further genotyping verification in 34 GWAS populations, 52 hydrangea cultivars, and 7 hybrid populations. A total of 12 SNP loci were chosen from 285 loci. The genotyping results indicated that the four SNPs of Hma1.2p1_0060F.1_796640, Hma1.2p1_0060F.1_1540773, Hma1.2p1_0653F.1_868484 and Hma1.2p1_0669F.1_949341 were closely related to inflorescence type. The genes controlling hydrangea inflorescence type probably locate in three Scaffolds: Hma1.2p1_0060F.1, Hma1.2p1_0653F.1 and Hma1.2p1_0669F.1. To locate the upstream and downstream genes, the 285 SNPs were chosen as the focal point. A total of 1287 genes were annotated, with 1114 and 173 of them having functional annotations and unknown function, respecitively. The gene functions were involved in processes such as DNA replication, signal transduction mechanism, lipid and amino acid transport and metabolism and substance transport. Four candidate genes encoding for transcription factors, namely, two MYBs, one MADS, and one bHLH, were predicted to be associated with hydrangea flowering type. The transcription factors may play important roles in the regulation of flowering organs development in H.macrophylla. The findings provide a theoretical foundation for future gene cloning and molecular marker-assisted breeding.