Srikanth K, Jaafar M A, Neupane M, Ben Zaabza H, McKay S D, Wolfe C W, Metzger J S, Huson H J, Van Tassell C P, Blackburn H D
Department of Animal Science, Cornell University, Ithaca, NY 14853.
Animal Genomics and Improvement, ARS, USDA, Beltsville, MD 20705.
J Dairy Sci. 2024 Dec;107(12):11283-11300. doi: 10.3168/jds.2024-25032. Epub 2024 Sep 28.
Genomic selection and extensive use of a few elite bulls through artificial insemination are leading to reduced genetic diversity in Jersey cattle. Conservation of genetic diversity through gene banks can protect a breed's genetic diversity and genetic gain, ensuring continued genetic advancement in the future. The availability of genomic information in the US National Animal Germplasm Program (NAGP) facilitates characterization of Jersey bulls in the germplasm collection. Therefore, in this study, we compared the genetic diversity and inbreeding between Jersey bulls in the NAGP and the National Cooperator Database (NCD). The NCD is maintained and curated by the Council on Dairy Cattle Breeding (CDCB). We found the genetic diversity to be marginally higher in NAGP (Ho = 0.34 ± 0.17) relative to the NCD population (Ho = 0.33 ± 0.16). The average pedigree and genomic inbreeding (F, F, F) were similar between the groups, with estimates of 7.6% with F, 11.07% with F and 20.13% with F. An increasing trend in inbreeding was detected, and a significantly higher level of inbreeding was estimated among the older bulls in the NAGP collection, suggesting an overrepresentation of the genetics from elite bulls. Results from principal component analyses (PCA) provided evidence that the NAGP collection is representative of the genetic variation found in the NCD population and a broad majority of the loci segregating (98.2%) in the NCD population were also segregating in the NAGP. Ward's clustering was used to assess collection completeness of Jerseys in the NAGP by comparison with top 1000 sires of bulls, top 1000 sires of cow, and bulls with high Lifetime Net Merit (NM$). All the clusters were represented in the NAGP suggesting that most of the genetic diversity in the US Jersey population is represented in the NAGP and confirmed the PCA results. The decade of birth was the major driver grouping bulls into clusters, suggesting the importance of selection over time. Selection signature analysis between the historic bulls in the NAGP with the newer bulls, born in the decade after implementation of genomic selection, identified selection for milk production, fat and protein yield, fertility, health, and reproductive traits. Cluster analysis revealed that the NAGP has captured allele frequency changes over time associated with selection, validating the strategy of repeated sampling and suggests that the continuation of a repeated sampling policy is essential for the germplasm collection to maintain its future utility. Although NAGP should continue to collect bulls that have large influence on the population due to selection, care should be taken to include the entire breadth of bulls, including low merit bulls.
基因组选择以及通过人工授精广泛使用少数优良公牛正导致泽西牛的遗传多样性降低。通过基因库保护遗传多样性可以保护一个品种的遗传多样性和遗传进展,确保未来持续的遗传进步。美国国家动物种质计划(NAGP)中基因组信息的可用性有助于对种质库中的泽西公牛进行特征描述。因此,在本研究中,我们比较了NAGP中的泽西公牛与国家合作数据库(NCD)中的泽西公牛之间的遗传多样性和近亲繁殖情况。NCD由奶牛育种委员会(CDCB)维护和管理。我们发现,相对于NCD群体(Ho = 0.33 ± 0.16),NAGP中的遗传多样性略高(Ho = 0.34 ± 0.17)。两组之间的平均系谱和基因组近亲繁殖系数(F、F、F)相似,F的估计值为7.6%,F为11.07%,F为20.13%。检测到近亲繁殖呈上升趋势,并且在NAGP收集的老年公牛中估计的近亲繁殖水平显著更高,这表明优良公牛的基因过度代表。主成分分析(PCA)结果表明,NAGP收集代表了NCD群体中发现的遗传变异,并且NCD群体中分离的大多数基因座(98.2%)在NAGP中也在分离。通过与公牛排名前1000的种公牛、母牛排名前1000的种公牛以及具有高终身净效益(NM$)的公牛进行比较,使用沃德聚类法评估NAGP中泽西牛的收集完整性。所有聚类都在NAGP中有代表,这表明美国泽西牛群体中的大多数遗传多样性在NAGP中有体现,并证实了PCA结果。出生年代是将公牛分组到聚类中的主要驱动因素,这表明随着时间推移选择的重要性。对NAGP中的历史公牛与基因组选择实施后十年出生的较新公牛之间进行选择特征分析,确定了对产奶量、脂肪和蛋白质产量、繁殖力、健康和繁殖性状的选择。聚类分析表明,NAGP捕获了随时间与选择相关的等位基因频率变化,验证了重复采样策略,并表明继续实施重复采样政策对于种质库维持其未来效用至关重要。虽然NAGP应继续收集因选择而对群体有重大影响的公牛,但应注意纳入包括低效益公牛在内的所有类型的公牛。