Sandor Cynthia, Farnir Frédéric, Hansoul Sarah, Coppieters Wouter, Meuwissen Théo, Georges Michel
Unit of Animal Genomics, Department of Animal Producion, University of Liège, Belgium.
Genetics. 2006 Jul;173(3):1777-86. doi: 10.1534/genetics.106.059329. Epub 2006 Apr 30.
We herein demonstrate that in the Holstein-Friesian dairy cattle population, microsatellites are as polymorphic on the X chromosome as on the autosomes but that the level of linkage disequilibrium between these markers is higher on the X chromosome than on the autosomes. The latter observation is not compatible with the small male-to-female ratio that prevails in this population and results in a higher gonosomal than autosomal effective population size. It suggests that the X chromosome undergoes distinct selective or mutational forces. We describe and characterize a novel Markovian approach to exploit this linkage disequilibrium to compute the probability that two chromosomes are identical-by-descent conditional on flanking marker data. We use the ensuing probabilities in a restricted maximum-likelihood approach to search for quantitative trait loci (QTL) affecting 48 traits of importance to the dairy industry and provide evidence for the presence of QTL affecting 5 of these traits on the bovine X chromosome.
我们在此证明,在荷斯坦-弗里生奶牛群体中,微卫星在X染色体上的多态性与常染色体上的多态性相同,但这些标记之间的连锁不平衡水平在X染色体上高于常染色体。后一观察结果与该群体中普遍存在的小雄雌比例不相符,并且导致性染色体的有效群体大小高于常染色体。这表明X染色体受到独特的选择或突变力作用。我们描述并表征了一种新颖的马尔可夫方法,以利用这种连锁不平衡来计算基于侧翼标记数据两条染色体通过血缘相同的概率。我们在限制最大似然法中使用所得概率来搜索影响乳业重要的48个性状的数量性状基因座(QTL),并为牛X染色体上存在影响其中5个性状的QTL提供证据。