Khayatzadeh N, Mészáros G, Utsunomiya Y T, Schmitz-Hsu F, Seefried F, Schnyder U, Ferenčaković M, Garcia J F, Curik I, Sölkner J
Department of Sustainable Agricultural Systems, Division of Livestock Sciences, University of Natural Resources and Life Sciences, Vienna, Austria.
Faculdade de Cinêcias Agrárias Veterinárias, Departamento de Medicina Veterinária Preventiva e Reprodução Animal, UNESP - Univ Estadual Paulista, Araçatuba, São Paulo, Brazil.
J Anim Breed Genet. 2018 Feb;135(1):45-53. doi: 10.1111/jbg.12304. Epub 2017 Nov 22.
The aim of this study was to estimate the non-additive genetic effects of the dominance component of heterosis as well as epistatic loss on semen traits in admixed Swiss Fleckvieh, a composite of Simmental (SI) and Red Holstein Friesian (RHF) cattle. Heterosis is the additional gain in productivity or fitness of cross-bred progeny over the mid-purebred parental populations. Intralocus gene interaction usually has a positive effect, while epistatic loss generally reduces productivity or fitness due to lack of evolutionarily established interactions of genes from different breeds. Genotypic data on 38,205 SNP of 818 admixed, as well as 148 RHF and 213 SI bulls as the parental breeds were used to predict breed origin of alleles. The genomewide locus-specific breed ancestries of individuals were used to calculate effects of breed difference as well as the dominance component of heterosis, while proxies for two definitions of epistatic loss were derived from 100,000 random pairs of loci. The average Holstein Friesian ancestry in admixed bulls was estimated 0.82. Results of fitting different linear mixed models showed including the dominance component of heterosis considerably improved the model adequacy for three of the four traits. Inclusion of epistatic loss increased the accuracy of the models only for our new definition of the epistatic effect for two traits, while the other definition was so highly correlated with the dominance component that statistical separation was impossible.
本研究的目的是评估杂种优势显性成分的非加性遗传效应以及上位性损失对瑞士弗莱维赫牛(西门塔尔牛(SI)和红荷斯坦弗里生牛(RHF)的复合品种)精液性状的影响。杂种优势是杂交后代在生产力或适应性方面相对于中亲纯种亲本群体的额外增益。基因座内基因相互作用通常具有积极作用,而上位性损失通常会由于缺乏不同品种基因的进化上已确立的相互作用而降低生产力或适应性。利用818头杂交牛以及作为亲本品种的148头RHF公牛和213头SI公牛的38,205个单核苷酸多态性(SNP)的基因型数据来预测等位基因的品种来源。个体的全基因组基因座特异性品种祖先用于计算品种差异效应以及杂种优势的显性成分,而上位性损失的两种定义的代理变量则来自100,000对随机基因座。估计杂交公牛的平均荷斯坦弗里生血统为0.82。拟合不同线性混合模型的结果表明,纳入杂种优势的显性成分显著提高了四个性状中三个性状的模型拟合优度。仅对于我们对两个性状的上位性效应的新定义,纳入上位性损失提高了模型的准确性,而另一定义与显性成分高度相关,以至于无法进行统计分离。