槟榔种质资源农艺及品质性状InDel标记关联分析OA
Association Analysis of Agronomic and Quality Traits with InDel Markers in Arecanut Germplasm Resources
槟榔是海南重要的热带特色经济作物,被列为四大南药之首,在海南农业生产中占据重要地位.挖掘槟榔农艺及品质性状关联分子标记,对于槟榔相关性状优质新品种选育和分子标记辅助育种具有重要意义.本研究利用 50 对InDel 标记,对 149 份槟榔种质资源材料进行基因型检测,开展遗传多样性和群体结构分析,并利用一般线性模型(GLM)和混合线性模型(MLM)关联分析模型对表型性状和标记进行关联分析.结果显示:在 149 份槟榔种质资源群体中共检测出 123 个等位基因位点,观测杂合度(Ho)和期望杂合度(He)平均值分别为 0.36 和 0.43,Shannon's 信息指数(I)平均值为 1.1548,引物多态性信息含量(PIC)变异范围为 0.15~0.52,平均值为 0.35,88.00%的引物呈现中高多态性,表明本研究中的 InDel 引物多态性较高.群体结构分析结果显示,该资源群体分为 3 个亚群,各亚群分别包括118、24、7份材料.利用GLM和MLM关联分析模型分别检测到58、40个关联位点,表型变异解释率分别为4.36%~13.39%和 4.35%~9.29%;在 MLM 模型分析中检测到的关联位点在 GLM 模型中均能检测到,其中标记 AC1505 和 AC1519 在2 种方法中均能检测到与果形和品质相关性状关联,表现出明显的"一因多效"现象,该研究结果为槟榔相关性状基因挖掘及品质性状育种提供理论基础.
Arecanut(Areca catechu L.)is an important tropical specialty economic crop in Hainan Province.It is listed as the first of the four south China medicinal plants and holds a significant position in Hainan's agricultural production.Uncovering molecular markers associated with arecanut agronomic and quality traits has great significance for breeding new high-quality varieties with desirable traits,and molecular marker-assisted breeding.In the research,50 pairs of InDel markers were utilized to genotyping 149 arecanut germplasm resources,and the genetic diversity and population structure analysis were also conducted.The association analysis was performed using both the GLM and MLM associa-tion analysis models to identify the molecular markers associated with phenotypic traits.The results showed a total of 123 allele loci were detected in the population.The average observed heterozygosity(Ho)and expected heterozygosity(He)was 0.36 and 0.43 respectively.The average Shannon's information index(I)was 1.1548,and the polymorphism information content(PIC)of the primers was ranged from 0.15 to 0.52,with an average of 0.35.88.00%of the primers exhibited moderate to high polymorphism,which indicating that the InDel primers in this study had high polymorphism.The population structure analysis suggested that 149 arecanut divided into three subgroups,which consisting of 118,24 and 7 materials respectively.Using the GLM and MLM association analysis models,58 and 40 associated loci were detected,with phenotypic variation explanation rates ranging from 4.36%to 13.39%and 4.35%to 9.29%respectively.All associated loci detected by the MLM model were also detected by the GLM model.The markers AC1505 and AC1519 were detected to be associated with fruit shape and quality-related traits in both methods,exhibiting a signifi-cant"pleiotropic effects"phenomenon.The findings would provide a theoretical basis for gene mining related to are-canut traits and breeding for quality characteristics.
张雨洁;钟木兰;黄丽云;叶剑秋;齐兰
中国热带农业科学院椰子研究所/海南省槟榔产业工程研究中心/文昌热带棕榈作物资源与环境海南省野外科学观测研究站,海南文昌 571339||华中农业大学植物科学技术学院,湖北 武汉 430070中国热带农业科学院椰子研究所/海南省槟榔产业工程研究中心/文昌热带棕榈作物资源与环境海南省野外科学观测研究站,海南文昌 571339||华中农业大学植物科学技术学院,湖北 武汉 430070中国热带农业科学院椰子研究所/海南省槟榔产业工程研究中心/文昌热带棕榈作物资源与环境海南省野外科学观测研究站,海南文昌 571339中国热带农业科学院椰子研究所/海南省槟榔产业工程研究中心/文昌热带棕榈作物资源与环境海南省野外科学观测研究站,海南文昌 571339中国热带农业科学院椰子研究所/海南省槟榔产业工程研究中心/文昌热带棕榈作物资源与环境海南省野外科学观测研究站,海南文昌 571339
农业科技
槟榔农艺及品质性状InDel标记关联分析
arecanutagronomic and quality traitsInDel markersassociation analysis
《热带作物学报》 2026 (5)
1152-1162,11
海南省科技专项(No.ZDYF2022XDNY205)海南省槟榔产业技术体系项目(No.HNARS-1-G2)农业农村部作物种质资源保护项目.
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