Annik Imogen Gmel, Sofia Mikko, Anne Ricard, Brandon D. Velie, Vinzenz Gerber, Natasha Anne Hamilton, Markus Neuditschko
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The aim of the study was to ascertain fine-scale population structures of the FM breed, including estimation of individual admixture levels and genomic inbreeding (FROH) by means of Runs of Homozygosity. To assess fine-scale population structures within the FM breed, we applied a three-step approach, which combined admixture, genetic contribution, and FROH of individuals into a high-resolution network visualization. Based on this approach, we were able to demonstrate that population substructures, as detected by model-based clustering, can be either associated with a different genetic origin or with the progeny of most influential sires. Within the FM breed, admixed horses explained most of the genetic variance of the current breeding population, while OF horses only accounted for a small proportion of the variance. Furthermore, we illustrated that FM horses showed high TB admixture levels and we identified inconsistencies in the origin of FM horses descending from the Arabian stallion Doktryner. With the exception of WB, FM horses were less inbred compared to the other breeds. However, the relatively few but long ROH segments suggested diversity loss in both FM subpopulations. Genes located in FM- and OF-specific ROH islands had known functions involved in conformation and behaviour, two traits that are highly valued by breeders. The FM remains the last native Swiss breed, clearly distinguishable from other historically introgressed breeds, but it suffered bottlenecks due to intensive selection of stallions, restrictive mating choices based on arbitrary definitions of pure breeding, and selection of rare coat colours. To preserve the genetic diversity of FM horses, future conservation managements strategies should involve a well-balanced selection of stallions (e.g., by integrating OF stallions in the FM breeding population) and avoid selection for rare coat colours.","PeriodicalId":55120,"journal":{"name":"Genetics Selection Evolution","volume":"24 1","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Using high-density SNP data to unravel the origin of the Franches-Montagnes horse breed\",\"authors\":\"Annik Imogen Gmel, Sofia Mikko, Anne Ricard, Brandon D. 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To assess fine-scale population structures within the FM breed, we applied a three-step approach, which combined admixture, genetic contribution, and FROH of individuals into a high-resolution network visualization. Based on this approach, we were able to demonstrate that population substructures, as detected by model-based clustering, can be either associated with a different genetic origin or with the progeny of most influential sires. Within the FM breed, admixed horses explained most of the genetic variance of the current breeding population, while OF horses only accounted for a small proportion of the variance. Furthermore, we illustrated that FM horses showed high TB admixture levels and we identified inconsistencies in the origin of FM horses descending from the Arabian stallion Doktryner. With the exception of WB, FM horses were less inbred compared to the other breeds. However, the relatively few but long ROH segments suggested diversity loss in both FM subpopulations. 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引用次数: 0
摘要
Franches-Montagnes(FM)是瑞士最后一个本土马种,于 19 世纪末由当地母马与盎格鲁-诺曼公马杂交而成。我们收集了 522 匹 FM 马的高密度 SNP 基因型数据(Axiom™ 670 K 马基因分型阵列),其中包括 44 匹老式马 (OF)、514 匹来自瑞典和瑞士的欧洲温血马 (WB)(包括一匹 1990 年用于杂交的种公马)、136 匹纯种阿拉伯马 (AR)、32 匹沙加阿拉伯马 (SA) 和 64 匹纯血马 (TB),因为引入的 WB 种公马在其血统中显示为纯血马。该研究的目的是确定调频马品种的精细种群结构,包括通过同源杂合度(Runs of Homozygosity)估算个体混血水平和基因组近亲繁殖(FROH)。为了评估调频种群的精细种群结构,我们采用了一种三步法,将个体的掺杂、遗传贡献和FROH结合到一个高分辨率的可视化网络中。基于这种方法,我们能够证明,通过基于模型的聚类所发现的种群亚结构,要么与不同的遗传起源有关,要么与最有影响力的父亲的后代有关。在调频马品种中,掺杂马解释了当前育种群体的大部分遗传变异,而OF马只占变异的一小部分。此外,我们还发现调频马显示出较高的结核病掺杂水平,并发现阿拉伯种马Doktryner的后代在调频马的起源上存在不一致。与其他马种相比,除WB马外,调频马的近亲繁殖程度较低。然而,相对较少但较长的ROH片段表明两个调频马亚种群的多样性都有所丧失。位于FM和OF特异性ROH岛的基因具有与体形和行为有关的已知功能,而这两种性状是育种者非常看重的。FM仍是瑞士最后一个本土品种,与其他历史上引入的品种有明显区别,但由于对种马的密集选择、基于纯种定义的限制性交配选择以及对稀有毛色的选择,FM遭遇了瓶颈。为保护调频马的遗传多样性,未来的保护管理策略应包括对种马的均衡选择(例如,将 OF 种马纳入调频马繁殖种群),并避免选择稀有毛色。
Using high-density SNP data to unravel the origin of the Franches-Montagnes horse breed
The Franches-Montagnes (FM) is the last native horse breed of Switzerland, established at the end of the 19th century by cross-breeding local mares with Anglo-Norman stallions. We collected high-density SNP genotype data (Axiom™ 670 K Equine genotyping array) from 522 FM horses, including 44 old-type horses (OF), 514 European Warmblood horses (WB) from Sweden and Switzerland (including a stallion used for cross-breeding in 1990), 136 purebred Arabians (AR), 32 Shagya Arabians (SA), and 64 Thoroughbred (TB) horses, as introgressed WB stallions showed TB origin in their pedigrees. The aim of the study was to ascertain fine-scale population structures of the FM breed, including estimation of individual admixture levels and genomic inbreeding (FROH) by means of Runs of Homozygosity. To assess fine-scale population structures within the FM breed, we applied a three-step approach, which combined admixture, genetic contribution, and FROH of individuals into a high-resolution network visualization. Based on this approach, we were able to demonstrate that population substructures, as detected by model-based clustering, can be either associated with a different genetic origin or with the progeny of most influential sires. Within the FM breed, admixed horses explained most of the genetic variance of the current breeding population, while OF horses only accounted for a small proportion of the variance. Furthermore, we illustrated that FM horses showed high TB admixture levels and we identified inconsistencies in the origin of FM horses descending from the Arabian stallion Doktryner. With the exception of WB, FM horses were less inbred compared to the other breeds. However, the relatively few but long ROH segments suggested diversity loss in both FM subpopulations. Genes located in FM- and OF-specific ROH islands had known functions involved in conformation and behaviour, two traits that are highly valued by breeders. The FM remains the last native Swiss breed, clearly distinguishable from other historically introgressed breeds, but it suffered bottlenecks due to intensive selection of stallions, restrictive mating choices based on arbitrary definitions of pure breeding, and selection of rare coat colours. To preserve the genetic diversity of FM horses, future conservation managements strategies should involve a well-balanced selection of stallions (e.g., by integrating OF stallions in the FM breeding population) and avoid selection for rare coat colours.
期刊介绍:
Genetics Selection Evolution invites basic, applied and methodological content that will aid the current understanding and the utilization of genetic variability in domestic animal species. Although the focus is on domestic animal species, research on other species is invited if it contributes to the understanding of the use of genetic variability in domestic animals. Genetics Selection Evolution publishes results from all levels of study, from the gene to the quantitative trait, from the individual to the population, the breed or the species. Contributions concerning both the biological approach, from molecular genetics to quantitative genetics, as well as the mathematical approach, from population genetics to statistics, are welcome. Specific areas of interest include but are not limited to: gene and QTL identification, mapping and characterization, analysis of new phenotypes, high-throughput SNP data analysis, functional genomics, cytogenetics, genetic diversity of populations and breeds, genetic evaluation, applied and experimental selection, genomic selection, selection efficiency, and statistical methodology for the genetic analysis of phenotypes with quantitative and mixed inheritance.