基于微卫星标记评估凡纳滨对虾收获体长、体质量以及抗WSSV性状的遗传参数
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Q 348;S 968.22

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山东省农业良种工程项目(2019LZGC014);山东省农业重大应用技术创新项目(SD2019YY001);国家现代农业产业技术体系专项(CARS-48);中国水产科学研究院基本科研业务费专项(2020TD26)


Evaluation of genetic parameters of body length, body weight and WSSV resistance of Litopenaeus vannamei based on microsatellite markers
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    摘要:

    为更加准确地评估凡纳滨对虾体长、体质量以及抗WSSV性状的遗传参数,实验利用8个微卫星位点对凡纳滨对虾69个家系母本和子代进行基因分型,并利用分型信息进行系谱重构和分子亲缘关系相关度的计算,以重构系谱、分子亲缘关系度以及物理系谱分别构建加性遗传相关矩阵,进而对体长、体质量和抗WSSV性状的遗传参数进行评估。最终通过交叉验证的方法,比较三者对遗传参数评估的预测能力以及准确性。分型结果显示,8个微卫星位点,共检测到166个等位基因,各位点等位基因数为12~45个,亲本和子代群体每个位点平均等位基因数分别为9.50个和18.13个,平均观测杂合度分别为0.618和0.709,平均期望杂合度分别为0.749和0.775,平均多态性信息含量分别为0.711和0.750,所有位点均表现高度多态性。遗传力分析结果显示,利用物理系谱、重构系谱以及分子亲缘相关度对体长的遗传力估计值分别为0.119±0.031、0.120±0.032、0.132±0.030,对体质量的遗传力估计值分别为0.176±0.039、0.182±0.040、0.172±0.034,对抗WSSV性状的遗传力估计值分别为0.135±0.033、0.134±0.033、0.098±0.031,在体长、体质量以及抗WSSV性状的遗传力中,以分子亲缘相关度评估的标准差小于重构系谱和物理系谱。通过交叉验证,三者对遗传参数评估的预测能力以及准确性从高到低分别为分子亲缘相关度、重构系谱、物理系谱。研究表明,利用微卫星分子标记评估凡纳滨对虾体长、体质量以及抗WSSV性状遗传参数比利用物理系谱评估具有更高的准确性,但同样利用微卫星分子标记进行遗传评估,直接利用子代的亲缘相关度比重构系谱具有更好的效果。本研究为凡纳滨对虾遗传参数的评估提供了更为精确的方法,为进一步良种选育提供了参考资料。

    Abstract:

    In order to evaluate the genetic parameters of body length, weight and WSSV resistance of Litopenaeus vannamei more accurately, 8 microsatellite loci were used to genotype mother and offspring of 69 families of L. vannamei, and the pedigree reconstruction and the calculation of the molecular relationship correlation were carried out by using the genotyping information. The reconstructed pedigree, the molecular affinity and the physical pedigree were used to construct the additive genetic correlation matrix. Then, the genetic parameters of body length, body weight and WSSV resistance were evaluated. Finally, through the cross validation method, the prediction ability and accuracy of genetic parameter evaluation were compared. The results of genotyping showed that 166 alleles were detected in 8 microsatellite loci; the number of alleles in each locus was 12-45; the average number of alleles in each locus in parent and offspring population was 9.50 and 18.13; the average observed heterozygosity was 0.618 and 0.709; the average expected heterozygosity was 0.749 and 0.775; the average polymorphism information content was 0.711 and 0.750, respectively, and all of loci showed high polymorphism. The heritability of reconstructed pedigree, molecular affinity and physical pedigree analysis showed that the heritability of body length was 0.119±0.031, 0.120±0.032, 0.132±0.030; the heritability of body weight was 0.176±0.039, 0.182±0.040, 0.172±0.034; and the heritability of resistance to WSSV was 0.135±0.033, 0.134±0.033 and 0.098±0.031, respectively. In the heritability of body length, body weight and resistance to WSSV, the standard deviation of molecular affinity was smaller than that of reconstructed pedigree and physical pedigree. Through cross validation, the prediction ability and accuracy of the three genetic parameters evaluation from high to low are molecular affinity, reconstructed pedigree and physical pedigree. The results showed that it was more accurate to evaluate the body length, body weight and WSSV resistance of L. vannamei by using microsatellite molecular markers than using physical pedigree. In the method of evaluating heritability by using microsatellite molecular markers, it was more effective to directly use the genetic correlation of offspring. This study provides a more accurate method for the evaluation of genetic parameters of L. vannamei and a reference for further breeding.

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孙坤,李旭鹏,隋娟,曹家旺,谭建,罗坤,栾生,孔杰,孟宪红.基于微卫星标记评估凡纳滨对虾收获体长、体质量以及抗WSSV性状的遗传参数[J].水产学报,2022,46(4):583~593

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  • 收稿日期:2020-05-05
  • 最后修改日期:2021-03-08
  • 录用日期:2021-03-20
  • 在线发布日期: 2022-04-15
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