The Ludwig-Maximilians-University Munich, Germany.
Anim Genet. 2010 Feb;41(1):1-11. doi: 10.1111/j.1365-2052.2009.01957.x. Epub 2009 Sep 29.
We analysed a QTL affecting milk yield (MY), milk protein yield (PY) and milk fat yield (FY) in the dual purpose cattle breed Fleckvieh on BTA5. Twenty-six microsatellite markers covering 135 cM were selected to analyse nine half-sib families containing 605 sons in a granddaughter design. We thereby assigned two new markers to the public linkage map using the CRI-MAP program. Phenotypic records were daughter yield deviations (DYD) originating from the routinely performed genetic evaluations of breeding animals. To determine the position of the QTL, three different approaches were applied: interval mapping (IM), linkage analysis by variance component analysis (LAVC), and combined linkage disequilibrium (LD) and linkage (LDL) analysis. All three methods mapped the QTL in the same marker interval (BM2830-ETH152) with the greatest test-statistic value at 118, 119.33 and 119.33 cM respectively. The positive QTL allele simultaneously increases DYD in the first lactation by 272 kg milk, 7.1 kg milk protein and 7.0 kg milk fat. Although the mapping accuracy and the significance of a QTL effect increased from IM over LAVC to LDL, the confidence interval was large (13, 20 and 24 cM for FY, MY and PY respectively) for the positional cloning of the causal gene. The estimated averages of pair wise marker LD with a distance <5 cM were low (0.107) and reflect the large effective population size of the Fleckvieh subpopulation analysed. This low level of LD suggests a need for increase in marker density in following fine mapping steps.
我们分析了一个影响乳牛品种弗莱维赫(Fleckvieh)产奶量(MY)、乳蛋白产量(PY)和乳脂产量(FY)的 QTL,该 QTL 位于 BTA5 上。我们选择了 26 个微卫星标记,覆盖了 135cM,用于分析 9 个半同胞家系,每个家系包含 605 个儿子,采用孙女设计。我们使用 CRI-MAP 程序将两个新标记分配到公共连锁图谱上。表型记录是来自常规遗传评估的育种动物的女儿产量偏差(DYD)。为了确定 QTL 的位置,我们应用了三种不同的方法:区间作图(IM)、方差分量连锁分析(LAVC)和连锁不平衡(LD)与连锁(LDL)联合分析。这三种方法都将 QTL 定位在相同的标记区间(BM2830-ETH152),最大检验统计值分别为 118、119.33 和 119.33cM。该 QTL 的正等位基因同时使第一个泌乳期的 DYD 增加 272 公斤牛奶、7.1 公斤乳蛋白和 7.0 公斤乳脂。尽管从 IM 到 LAVC 再到 LDL,QTL 效应的映射精度和显著性都有所提高,但对于候选基因的定位克隆,置信区间仍然很大(FY、MY 和 PY 分别为 13、20 和 24cM)。距离<5cM 的成对标记 LD 的估计平均值较低(0.107),反映了分析的弗莱维赫亚群的有效群体规模较大。这种低水平的 LD 表明需要在后续的精细定位步骤中增加标记密度。