Edwards D B, Ernst C W, Tempelman R J, Rosa G J M, Raney N E, Hoge M D, Bates R O
Department of Animal Science, Michigan State University, East Lansing, MI 48824, USA.
J Anim Sci. 2008 Feb;86(2):241-53. doi: 10.2527/jas.2006-625. Epub 2007 Oct 26.
Pigs from the F(2) generation of a Duroc x Pietrain resource population were evaluated to discover QTL affecting growth and composition traits. Body weight and ultrasound estimates of 10th-rib backfat, last-rib backfat, and LM area were serially measured throughout development. Estimates of fat-free total lean, total body fat, empty body protein, empty body lipid, and ADG from 10 to 22 wk of age were calculated, and random regression analyses were performed to estimate individual animal phenotypes representing intercept and linear rates of increase in these serial traits. A total of 510 F(2) animals were genotyped for 124 micro-satellite markers evenly spaced across the genome. Data were analyzed with line cross, least squares regression, interval mapping methods using sex and litter as fixed effects. Significance thresholds of the F-statistic for single QTL with additive, dominance, or imprinted effects were determined at the chromosome- and genome-wise levels by permutation tests. A total of 43 QTL for 22 of the 29 measured traits were found to be significant at the 5% chromosome-wise level. Of these 43 QTL, 20 were significant at the 1% chromosome-wise significance threshold, 14 of these 20 were also significant at the 5% genome-wise significance threshold, and 10 of these 14 were also significant at the 1% genome-wise significance threshold. A total of 22 QTL for the animal random regression terms were found to be significant at the 5% chromosome-wise level. Of these 22 QTL, 6 were significant at the 1% chromosome-wise significance threshold, 4 of these 6 were also significant at the 5% genome-wise significance threshold, and 3 of these 4 were also significant at the 1% genome-wise significance threshold. Putative QTL were discovered for 10th-rib and last-rib backfat on SSC 6, body composition traits on SSC 9, backfat and lipid composition traits on SSC 11, 10th-rib backfat and total body fat tissue on SSC 12, and linear regression of last-rib backfat and total body fat tissue on SSC 8. These results will facilitate fine-mapping efforts to identify genes controlling growth and body composition of pigs that can be incorporated into marker-assisted selection programs to accelerate genetic improvement in pig populations.
对杜洛克猪与皮特兰猪资源群体F(2)代的猪进行评估,以发现影响生长和组成性状的数量性状基因座(QTL)。在整个发育过程中,连续测量体重以及第10肋背膘厚、最后肋背膘厚和腰大肌面积的超声估计值。计算10至22周龄的无脂总瘦肉量、体脂总量、空体蛋白、空体脂质和平均日增重(ADG),并进行随机回归分析,以估计代表这些连续性状截距和线性增长率的个体动物表型。对总共510只F(2)动物进行了基因分型,检测了124个均匀分布于基因组的微卫星标记。采用系间杂交、最小二乘回归、区间作图方法,将性别和窝别作为固定效应进行数据分析。通过排列检验确定了具有加性、显性或印记效应的单个QTL的F统计量在染色体水平和基因组水平的显著性阈值。在29个测量性状中的22个性状上,共发现43个QTL在5%染色体水平上显著。在这43个QTL中,20个在1%染色体显著性阈值上显著,这20个中的14个在5%基因组显著性阈值上也显著,这14个中的10个在1%基因组显著性阈值上也显著。共发现22个动物随机回归项的QTL在5%染色体水平上显著。在这22个QTL中,6个在1%染色体显著性阈值上显著,这6个中的4个在5%基因组显著性阈值上也显著,这4个中的3个在1%基因组显著性阈值上也显著。在6号染色体上发现了与第10肋和最后肋背膘厚相关的假定QTL,在9号染色体上发现了与体组成性状相关的假定QTL,在11号染色体上发现了与背膘和脂质组成性状相关的假定QTL,在12号染色体上发现了与第10肋背膘厚和体脂总量相关的假定QTL,在8号染色体上发现了最后肋背膘厚和体脂总量的线性回归相关的假定QTL。这些结果将有助于精细定位工作,以鉴定控制猪生长和体组成的基因,这些基因可纳入标记辅助选择程序,以加速猪群的遗传改良。