Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.
Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China.
PLoS One. 2020 Jul 30;15(7):e0236343. doi: 10.1371/journal.pone.0236343. eCollection 2020.
Using pooled DNA genotyping to estimate the proportional contributions from multiple families in a pooled sample is of particular interest for selective breeding in aquaculture. We compared different pooled libraries with separate 2b-RAD sequencing of Litopenaeus vannamei individuals to assess the effect of different population structures (different numbers of individuals and families) on pooled DNA sequencing, the accuracy of parent sequencing of the DNA pools and the effect of SNP numbers on pooled DNA sequencing. We demonstrated that small pooled DNA genotyping of up to 53 individuals by 2b-RAD sequencing could provide a highly accurate assessment of population allele frequencies. The accuracy increased as the number of individuals and families increased. The allele frequencies of the parents from each pool were highly correlated with those of the pools or the corresponding individuals in the pool. We chose 500-28,000 SNPs to test the effect of SNP number on the accuracy of pooled sequencing, and no linear relationship was found between them. When the SNP number was fixed, increasing the number of individuals in the mixed pool resulted in higher accuracy of each pooled genotyping. Our data confirmed that pooled DNA genotyping by 2b-RAD sequencing could achieve higher accuracy than that of individual-based genotyping. The results will provide important information for shrimp breeding programs.
利用 pooled DNA 基因分型来估计混合样本中多个家族的比例贡献,对于水产养殖中的选择性育种特别有吸引力。我们比较了不同的 pooled libraries 和单独的 2b-RAD 测序,以评估不同的群体结构(不同数量的个体和家族)对 pooled DNA 测序的影响、DNA 池的亲本测序的准确性以及 SNP 数量对 pooled DNA 测序的影响。我们证明,通过 2b-RAD 测序对多达 53 个个体进行小 pooled DNA 基因分型,可以提供对群体等位基因频率的高度准确评估。随着个体和家族数量的增加,准确性也随之提高。每个 pool 的父母的等位基因频率与 pool 或 pool 中的相应个体高度相关。我们选择了 500-28,000 个 SNP 来测试 SNP 数量对 pooled 测序准确性的影响,但是它们之间没有线性关系。当 SNP 数量固定时,增加混合池中的个体数量会提高每个 pooled 基因分型的准确性。我们的数据证实,通过 2b-RAD 测序进行 pooled DNA 基因分型可以比基于个体的基因分型获得更高的准确性。这些结果将为虾类育种计划提供重要信息。