Animal Breeding and Genomics, Wageningen University & Research, P.O. Box 338, 6700 AH, Wageningen, The Netherlands.
Istituto Di Biologia E Biotecnologia Agraria, Consiglio Nazionale Delle Ricerche, Via Edoardo Bassini 15, 20133, Milano, Italy.
Genet Sel Evol. 2023 Jun 12;55(1):41. doi: 10.1186/s12711-023-00813-2.
International evaluations combine data from different countries allowing breeders to have access to larger panels of elite bulls and to increase the accuracy of estimated breeding values (EBV). However, international and national evaluations can use different sources of information to compute EBV (EBV and EBV, respectively), leading to differences between them. Choosing one of these EBV results in losing the information that is contained only in the discarded EBV. Our objectives were to define and validate a procedure to integrate publishable sires' EBV and their associated reliabilities computed from pedigree-based or single-step international beef cattle evaluations into national evaluations to obtain "blended" EBV. The Italian (ITA) pedigree-based national evaluation was used as a case study to validate the integration procedure.
Publishable sires' international information, i.e. EBV and their associated reliabilities, was included in the national evaluation as pseudo-records. Data were available for 444,199 individual age-adjusted weaning weights of Limousin cattle from eight countries and 17,607 genotypes from four countries (ITA excluded). To mimic differences between international and national evaluations, international evaluations included phenotypes (and genotypes) of animals born prior to January 2019, while national evaluations included ITA phenotypes of animals born until April 2019. International evaluations using all available information were considered as reference scenarios. Publishable sires were divided into three groups: sires with ≥ 15, < 15 and no recorded offspring in ITA.
Overall, for these three groups, integrating either pedigree-based or single-step international information into national pedigree-based evaluations improved the similarity of the blended EBV with the reference EBV compared to national evaluations without integration. For instance, the correlation with the reference EBV for direct (maternal) EBV went from 0.61 (0.79) for a national evaluation without integration to 0.97 (0.88) when integrating single-step international information, on average across all groups of publishable sires.
Our proposed one-animal-at-a-time integration procedure yields blended EBV that are in close agreement with full international EBV for all groups of animals analysed. The procedure can be directly applied by countries since it does not rely on specific software and is computationally inexpensive, allowing straightforward integration of publishable sires' EBV from pedigree-based or single-step based international beef cattle evaluations into national evaluations.
国际评估结合了来自不同国家的数据,使饲养者能够获得更大的精英公牛群体,并提高估计育种值(EBV)的准确性。然而,国际和国家评估可能使用不同的信息来源来计算 EBV(分别为 EBV 和 EBV),从而导致它们之间存在差异。选择其中一个 EBV 结果会丢失仅包含在丢弃的 EBV 中的信息。我们的目标是定义和验证一种将可发布种公牛的 EBV 及其基于系谱或单步国际肉牛评估计算的相关可靠性纳入国家评估以获得“混合” EBV 的程序。意大利(ITA)基于系谱的国家评估被用作案例研究来验证整合程序。
将可发布种公牛的国际信息,即 EBV 及其相关可靠性,作为伪记录纳入国家评估。数据可用于来自八个国家的 444199 头个体年龄调整断奶体重的利木赞牛和来自四个国家的 17607 个基因型(不包括 ITA)。为了模拟国际评估和国家评估之间的差异,国际评估包括 2019 年 1 月之前出生的动物的表型(和基因型),而国家评估包括 2019 年 4 月之前出生的 ITA 表型。使用所有可用信息的国际评估被视为参考方案。将可发布种公牛分为三组:在 ITA 中有≥15 个、<15 个和没有记录后代的种公牛。
总体而言,对于这三组,将基于系谱或单步的国际信息集成到国家基于系谱的评估中,与没有集成的国家评估相比,提高了混合 EBV 与参考 EBV 的相似性。例如,对于直接(母系) EBV,从没有集成的国家评估的 0.61(0.79)到平均所有可发布种公牛组的单步国际信息集成的 0.97(0.88)。
我们提出的逐个动物的集成程序产生的混合 EBV 与所有分析动物组的完整国际 EBV 非常吻合。该程序可由各国直接应用,因为它不依赖于特定的软件,并且计算成本低廉,允许将基于系谱或单步的国际肉牛评估中的可发布种公牛 EBV 直接纳入国家评估。