Svishcheva G R
Genetika. 2007 Feb;43(2):265-75.
A method is proposed for analysis of quantitative traits in animal hybrid pedigrees formed by crosses between outbred lines differing in allele frequencies of the genes controlling the trait studied. The method is based on the decomposition of trait variances into components and uses maximization of the likelihood function for estimating model parameters, which allows the estimation of additive and dominance effects of the gene involved in trait determination and its allele frequencies, as well as determination of the chromosomal position of this gene relative to genotyped markers. To test the linkage of this gene with markers, a statistic with the noncentral chi(2) distribution has been chosen. Analytical expressions for the power of this method have been derived. The method has been tested on small model hybrid pedigrees. Phenotypic values of the trait and information on marker genotypes for each individual in hybrid pedigrees are original data for the analysis of a quantitative trait.
提出了一种用于分析动物杂交系谱中数量性状的方法,该杂交系谱由在控制所研究性状的基因的等位基因频率上存在差异的远交系之间的杂交形成。该方法基于将性状方差分解为各个组分,并使用似然函数最大化来估计模型参数,这使得能够估计参与性状决定的基因的加性和显性效应及其等位基因频率,以及确定该基因相对于基因分型标记的染色体位置。为了检验该基因与标记的连锁关系,选择了具有非中心卡方分布的统计量。已经推导了该方法功效的解析表达式。该方法已在小型模型杂交系谱上进行了测试。杂交系谱中每个个体的性状表型值和标记基因型信息是分析数量性状的原始数据。