Crews D H
Agriculture and Agri-Food Canada Research Centre, Lethbridge, Alberta T1J 4B1, Canada.
J Anim Sci. 2006 Jan;84(1):25-31. doi: 10.2527/2006.84125x.
To estimate adjustment factors and genetic parameters for gestation length (GES), AI and calving date records (n = 40,356) were extracted from the Canadian Charolais Association field database. The average time from AI to calving date was 285.2 d (SD = 4.49 d) and ranged from 274 to 296 d. Fixed effects were sex of calf, age of dam (2, 3, 4, 5 to 10, > or = 11 yr), and gestation contemporary group (year of birth x herd of origin). Variance components were estimated using REML and 4 animal models (n = 84,332) containing from 0 to 3 random maternal effects. Model 1 (M1) contained only direct genetic effects. Model 2 (M2) was G1 plus maternal genetic effects with the direct x maternal genetic covariance constrained to zero, and model 3 (M3) was G2 without the covariance constraint. Model 4 (M4) extended G3 to include a random maternal permanent environmental effect. Direct heritability estimates were high and similar among all models (0.61 to 0.64), and maternal heritability estimates were low, ranging from 0.01 (M2) to 0.09 (M3). Likelihood ratio tests and parameter estimates suggested that M4 was the most appropriate (P < 0.05) model. With M4, phenotypic variance (18.35 d2) was partitioned into direct and maternal genetic, and maternal permanent environmental components (hd2 = 0.64 +/- 0.04, hm2 = 0.07 +/- 0.01, r(d,m) = -0.37 +/- 0.06, and c2 = 0.03 +/- 0.01, respectively). Linear contrasts were used to estimate that bull calves gestated 1.26 d longer (P < 0.02) than heifers, and adjustments to a mature equivalent (5 to 10 yr old) age of dam were 1.49 (P < 0.01), 0.56 (P < 0.01), 0.33 (P < 0.01), and -0.24 (P < 0.14) d for GES records of calves born to 2-, 3-, 4-, and > or = 11-yr-old cows, respectively. Bivariate animal models were used to estimate genetic parameters for GES with birth and adjusted 205-d weaning weights, and postweaning gain. Direct GES was positively correlated with direct birth weight (BWT; 0.34 +/- 0.04) but negatively correlated with maternal BWT (-0.20 +/- 0.07). Maternal GES had a low, negative genetic correlation with direct BWT (-0.15 +/- 0.05) but a high and positive genetic correlation with maternal BWT (0.62 +/- 0.07). Generally, GES had near-zero genetic correlations with direct and maternal weaning weights. Results suggest that important genetic associations exist for GES with BWT, but genetic correlations with weaning weight and postweaning gain were less important.
为了估计妊娠期长度(GES)的校正因子和遗传参数,从加拿大夏洛来牛协会田间数据库中提取了人工授精(AI)和产犊日期记录(n = 40,356)。从人工授精到产犊日期的平均时间为285.2天(标准差 = 4.49天),范围为274至296天。固定效应包括犊牛性别、母牛年龄(2、3、4、5至10岁、≥11岁)以及妊娠同期组(出生年份×出生牛群)。使用限制最大似然法(REML)和4种动物模型(n = 84,332)估计方差组分,这些模型包含0至3个随机母体效应。模型1(M1)仅包含直接遗传效应。模型2(M2)是M1加上母体遗传效应,直接×母体遗传协方差被约束为零,模型3(M3)是M2但没有协方差约束。模型4(M4)在M3的基础上扩展,包括一个随机母体永久环境效应。所有模型的直接遗传力估计值都很高且相似(0.61至0.64),母体遗传力估计值较低,范围从0.01(M2)到0.09(M3)。似然比检验和参数估计表明M4是最合适的(P < 0.05)模型。对于M4,表型方差(18.35 d²)被划分为直接和母体遗传以及母体永久环境组分(直接遗传方差hd² = 0.64 ± 0.04,母体遗传方差hm² = 0.07 ± 0.01,直接与母体遗传相关系数r(d,m) = -0.37 ± 0.06,母体永久环境方差c² = 0.03 ± 0.01)。线性对比用于估计公牛犊的妊娠期比母牛长1.26天(P < 0.02),对于2岁、3岁、4岁和≥11岁母牛所产犊牛的GES记录,调整到等效成熟年龄(5至10岁)的天数分别为1.49(P < 0.01)、0.56(P < 0.01)、0.33(P < 0.01)和 -0.24(P < 0.14)天。使用二元动物模型估计GES与出生体重、校正后的205天断奶体重以及断奶后增重的遗传参数。直接GES与直接出生体重(BWT;0.34 ± 0.04)呈正相关,但与母体BWT呈负相关(-0.20 ± 0.07)。母体GES与直接BWT的遗传相关性较低且为负(-0.15 ± 0.05),但与母体BWT的遗传相关性较高且为正(0.62 ± 0.07)。一般来说,GES与直接和母体断奶体重的遗传相关性接近零。结果表明,GES与BWT之间存在重要的遗传关联,但与断奶体重和断奶后增重