液相芯片“黄海芯1号”在凡纳滨对虾急性肝胰腺坏死病抗性基础群体遗传评估中的应用
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S 941

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所级基本科研业务费项目 (20603022020003);中国水产科学研究院科技创新团队项目 (2020TD26);山东省农业重大应用技术创新项目 (SD2019YY001);海南省院士创新平台科研专项 (YSPTZX202104);湛江市海洋装备与海洋生物揭榜挂帅制人才团队项目 (2021E05032);现代农业产业技术体系专项 (CARS-48)


Application of the liquid chip "Yellow Sea Chip No.1" in genetic evaluation of the base population with resistance to acute hepatopancreatic necrosis disease in Litopenaeus vannamei
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    摘要:

    为评估基因型鉴定芯片在育种群体构建中的应用价值,实验对凡纳滨对虾3个群体 (EE、PP和SS)进行急性肝胰腺坏死病 (AHPND)副溶血弧菌 (VpAHPND)侵染实验,利用自主研发的40K SNP液相芯片“黄海芯1号”获得146尾个体的基因型信息,对群体遗传背景进行了系统调查并估算了AHPND抗性遗传力。VpAHPND浸染实验结果显示,不同群体间存在抗病差异,PP群体的存活性能比EE和SS群体分别高出12.9%和11.6%。利用质控后的38148个SNP信息构建系统进化树,结果显示群体内同一个家系的个体首先聚在一起,进而同属一个群体的多个家系聚在一起。主成分和遗传结构分析显示,可以准确地将146尾个体划分为3个组,与系统进化树聚类结果一致。遗传多样性分析显示,3个群体的观测杂合度 (Ho)平均值为0.25~0.29,多态信息含量 (PIC)平均值为0.20~0.23,上述遗传参数达到极显著水平。3个群体间的遗传分化系数 (FST)为0.11~0.21,存在中高度遗传分化。基因组近交分析表明,EE、PP和SS群体的近交系数均值分别为−0.05±0.06、0.20±0.09和0.37±0.07,后2个群体内部分个体表现出较高的近交水平。使用ssGBLUP-MF (Single Step Genomic BLUP with Metafounders)模型,复合基因型、表型和系谱信息,获得VpAHPND侵染后存活状态的遗传力估计值为0.24±0.07,表现为中等水平,表明基础群体具有较好的选育潜力。研究表明,利用液相芯片“黄海芯1号”开展辅助育种,可以进一步提高基础群体构建和评估的效率。

    Abstract:

    To evaluate the application potential of single nucleotide polymorphism(SNP) chip in the construction of the base population for breeding, three different populations (EE, PP and SS) of Litopenaeus vannamei were challenged by Vibrio parahaemolyticus (VpAHPND), and the genomic information of 146 samples was obtained using the independently developed 40K SNP liquid chip “Yellow Sea Chip No.1”. The genetic background was systematically investigated and acute hepatopancreatic necrosis disease (AHPND) resistance of populations was estimated. The VpAHPND challenge test indicated that there were differences in disease resistance between different populations. When the overall mortality was more than 50%, the survival rate of PP population was 12.9% and 11.6% higher than that of EE and SS populations, respectively. The phylogenetic tree was constructed by using 38148 SNP markers after quality control. The result showed that the individuals of the same family first clustered together, and then the multiple families of the same population clustered together. Principal component analysis and genetic structure analysis also implied that the 146 individuals could be accurately divided into 3 groups, which was consistent with the phylogenetic tree. The analysis of genetic diversity for three populations showed that the average value of observed heterozygosity (Ho) was 0.25-0.29. The average value of polymorphic information content (PIC) was 0.20-0.23. The differences on the above three parameters between three populations were very significant (P < 0.01). The coefficient of genetic differentiation (FST) among the three populations was 0.11-0.21, indicating that there was medium-high level of genetic differentiation. Genomic inbreeding analysis showed that the average inbreeding coefficients of EE, PP and SS populations were −0.05±0.06, 0.20±0.09 and 0.37±0.07, respectively. Some individuals of PP and EE populations showed high levels of inbreeding. Using single step genomic BLUP with metafounder(sssGBLUP-MF) model with genotype, phenotype and pedigree information, the estimated heritability of survival after VpAHPND infection was medium (0.24±0.07), indicating that the base population had a promising breeding potential. To summarize, the efficiency of constructing and evaluating the base population can be further enhanced by using the liquid chip "Yellow Sea Chip No.1".

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刘绵宇,李旭鹏,孔杰,孟宪红,陈美佳,罗坤,隋娟,代平,张雅文,强光峰,谭建,陈宝龙,曹家旺,李波波,赖晓芳,栾生.液相芯片“黄海芯1号”在凡纳滨对虾急性肝胰腺坏死病抗性基础群体遗传评估中的应用[J].水产学报,2023,47(1):019417

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  • 收稿日期:2021-10-24
  • 最后修改日期:2022-01-02
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  • 在线发布日期: 2023-01-16
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