Pedigree diversity and implications for genetic selection of Katahdin sheep

IF 1.9 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Journal of Animal Breeding and Genetics Pub Date : 2023-12-18 DOI:10.1111/jbg.12842
Sara M. Nilson, Joan M. Burke, Brenda M. Murdoch, James L. M. Morgan, Ronald M. Lewis
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Abstract

The Katahdin hair breed gained popularity in the United States as low input and prolific, with a propensity to exhibit parasite resistance. With the introduction of genomically enhanced estimated breeding values (GEBV) to the Katahdin genetic evaluation, defining the diversity present in the breed is pertinent. Utilizing pedigree records (n = 92,030) from 1984 to 2019 from the National Sheep Improvement Program, our objectives were to (i) estimate the completeness and quality of the pedigree, (ii) calculate diversity statistics for the whole pedigree and relevant reference subpopulations and (iii) assess the impact of current diversity on genomic selection. Reference 1 was Katahdins born from 2017 to 2019 (n = 23,494), while reference 2 was a subset with at least three generations of Katahdin ancestry (n = 9327). The completeness of the whole pedigree, and the pedigrees of reference 1 and reference 2, were above 50% through the fourth, fifth and seventh generation of ancestors, respectively. Effective population size (Ne) averaged 111 animals with a range from 42.2 to 451.0. The average generation interval was 2.9 years for the whole pedigree and reference 1, and 2.8 years for reference 2. The mean individual inbreeding and average relatedness coefficients were 1.62% and 0.91%, 1.74% and 0.90% and 2.94% and 1.46% for the whole pedigree, reference 1, and reference 2, respectively. There were over 300 effective founders in the whole pedigree and reference 1, with 169 in reference 2. Effective number of ancestors were over 150 for the whole pedigree and reference 1, while there were 67 for reference 2. Prediction accuracies increased as the reference population grew from 1k to 7.5k and plateaued at 15k animals. Given the large number of founders and ancestors contributing to the base genetic variation in the breed, the Ne is sufficient to maintain diversity while achieving progress with selection. Stable low rates of inbreeding and relatedness suggest that incorporating genetic conservation in breeding decisions is currently not of high priority. Current Ne suggests that with limited genotyping, high levels of accuracy for genomic prediction can be achieved. However, intense selection on GEBV may cause loss of genetic diversity long term.

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卡塔丁绵羊的血统多样性及其对遗传选择的影响。
卡塔丁犬(Katahdin)毛发品种在美国很受欢迎,因为它投入少、产量高,而且具有抗寄生虫的特性。随着基因组学增强估计育种值(GEBV)被引入到卡塔丁犬的遗传评估中,确定该品种的多样性就显得尤为重要。利用国家绵羊改良计划 1984 年至 2019 年的血统记录(n = 92,030 个),我们的目标是:(i) 估算血统的完整性和质量;(ii) 计算整个血统和相关参考亚群的多样性统计数据;(iii) 评估当前多样性对基因组选择的影响。参照 1 是 2017 年至 2019 年出生的卡塔丁犬(n = 23494),参照 2 是至少有三代卡塔丁犬血统的子集(n = 9327)。整个血统以及参照 1 和参照 2 的血统在第四代、第五代和第七代祖先中的完整率分别超过 50%。有效种群数量(Ne)平均为 111 头,范围在 42.2 至 451.0 之间。整个血统和参照 1 的平均世代间隔为 2.9 年,参照 2 为 2.8 年。整个血统、参考 1 和参考 2 的平均个体近交系数和平均亲缘系数分别为 1.62% 和 0.91%、1.74% 和 0.90% 以及 2.94% 和 1.46%。整个血统和参照 1 中的有效始祖超过 300 个,参照 2 中为 169 个。整个血统和参照 1 的有效祖先数超过 150 个,而参照 2 为 67 个。随着参考群体从 1k 增长到 7.5k,预测准确率也随之增加,并在 15k 时趋于稳定。鉴于有大量的始祖和祖先为该品种的基础遗传变异做出了贡献,Ne足以在保持多样性的同时实现选择的进步。稳定的低近亲繁殖率和亲缘关系表明,将基因保护纳入育种决策中目前并不是最优先考虑的问题。目前的 Ne 值表明,通过有限的基因分型,可以实现高水平的基因组预测准确性。然而,对 GEBV 的严格选择可能会导致遗传多样性的长期丧失。
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来源期刊
Journal of Animal Breeding and Genetics
Journal of Animal Breeding and Genetics 农林科学-奶制品与动物科学
CiteScore
5.20
自引率
3.80%
发文量
58
审稿时长
12-24 weeks
期刊介绍: The Journal of Animal Breeding and Genetics publishes original articles by international scientists on genomic selection, and any other topic related to breeding programmes, selection, quantitative genetic, genomics, diversity and evolution of domestic animals. Researchers, teachers, and the animal breeding industry will find the reports of interest. Book reviews appear in many issues.
期刊最新文献
Genomic Diversity of U.S. Katahdin Hair Sheep. The Effect of Preselection on the Level of Bias and Accuracy in a Broiler Breeder Population, a Simulation Study. Genomic Prediction Using Imputed Whole-Genome Sequence Data in Australian Angus Cattle. Genetic Characterisation of Feeding Patterns in Lactating Holstein Cows and Their Association With Feed Efficiency Traits. Methods of Calculating Prediction Error Variance and Prediction Accuracy for Restricted Best Linear Unbiased Prediction of Breeding Values.
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