Ngere L, Burke J M, Notter D R, Morgan J L M
J Anim Sci. 2017 Aug;95(8):3396-3405. doi: 10.2527/jas.2017.1596.
The aim of this study was to estimate genetic parameters for BW in Katahdin lambs. Six animal models were used to study direct and maternal effects on birth weight (BWT), weaning weight (WWT), and postweaning weight (PWWT) using 41,066 BWT, 33,980 WWT, and 22,793 PWWT records collected over 17 yr in 100 flocks. Models included fixed effects of management group, dam age, type of birth (for BWT) or birth and rearing (for WWT and PWWT), and lamb age at weighing (fitted as a covariate for WWT and PWWT; all < 0.05). Variance components for random effects were estimated in sequentially more complex models and tested for significance with likelihood-ratio tests. A model that fitted only an additive animal effect overestimated additive variance for all BW, resulting in larger estimates of direct heritability than models that included maternal effects. Maternal effects explained variation ( < 0.05) in all BW. Heritability estimates for optimal models were 0.15 ± 0.01 for BWT, 0.18 ± 0.02 for WWT, and 0.20 ± 0.02 for PWWT. Estimates of maternal heritabilities were 0.14 for BWT, 0.10 for WWT, and 0.06 for PWWT, with SE = 0.01. Permanent environmental maternal effects explained 4 to 6% (±1%) of total phenotypic variances for these BW. Litter effects included temporary environmental effects common to littermates and a proportion of the dominance genetic variance and accounted for 16 to 19% (±1%) of phenotypic variance. Correlations between additive direct and maternal genetic effects were -0.14 for BWT, -0.23 for WWT, and -0.04 for PWWT but differed from 0 ( < 0.05) only for WWT. The total heritability predicted the total response in direct and maternal genetic effects from mass selection and was 0.23 for BWT, 0.20 for WWT, and 0.23 for PWWT. Direct and maternal additive, maternal permanent environmental, residual, and phenotypic correlations between BWT and WWT were 0.53 ± 0.05, 0.58 ± 0.06, 0.51 ± 0.06, 0.39 ± 0.01, and 0.44 ± 0.01, respectively; those between BWT and PWWT were 0.45 ± 0.06, 0.58 ± 0.08, 0.36 ± 0.08, 0.33 ± 0.01, and 0.37 ± 0.01 respectively; and those between WWT and PWWT were 0.85, 0.99, 0.92, 0.77, and 0.81, respectively, with SE ≤ 0.02. Therefore, both direct and maternal effects had an important impact on BW in Katahdin lambs. Models that included both additive and permanent environmental maternal effects as well as a temporary environmental litter effect should result in more accurate estimates of breeding values and better selection decisions.
本研究的目的是估计卡他丁羊出生体重的遗传参数。使用六种动物模型,利用17年间在100个羊群中收集的41,066条出生体重(BWT)、33,980条断奶体重(WWT)和22,793条断奶后体重(PWWT)记录,研究直接效应和母体效应对出生体重、断奶体重和断奶后体重的影响。模型包括管理组、母羊年龄、出生类型(针对出生体重)或出生及饲养方式(针对断奶体重和断奶后体重)的固定效应,以及称重时羔羊的年龄(作为断奶体重和断奶后体重的协变量进行拟合;所有P值均<0.05)。在逐步更复杂的模型中估计随机效应的方差分量,并通过似然比检验进行显著性检验。仅拟合加性动物效应的模型高估了所有体重指标的加性方差,导致直接遗传力估计值比包含母体效应的模型更大。母体效应解释了所有体重指标的变异(P<0.05)。最优模型的遗传力估计值为:出生体重0.15±0.01,断奶体重0.18±0.02,断奶后体重0.20±0.02。母体遗传力估计值为:出生体重0.14,断奶体重0.10,断奶后体重0.06,标准误为0.01。永久性环境母体效应解释了这些体重指标总表型方差的4%至6%(±1%)。窝效应包括同窝羔羊共有的临时环境效应以及一部分显性遗传方差,占表型方差的16%至19%(±1%)。加性直接遗传效应与母体遗传效应之间的相关性为:出生体重-0.14,断奶体重-0.23,断奶后体重-0.04,但仅断奶体重的相关性与0有差异(P<0.05)。总遗传力预测了质量选择中直接和母体遗传效应的总响应,出生体重为0.23,断奶体重为0.20,断奶后体重为0.23。出生体重与断奶体重之间的直接和母体加性、母体永久性环境、残差和表型相关性分别为0.53±0.05、0.58±0.06、0.51±0.06、0.39±0.01和0.44±0.01;出生体重与断奶后体重之间的分别为0.45±0.06、0.58±0.08、0.36±0.08、0.33±0.01和0.37±0.01;断奶体重与断奶后体重之间的分别为0.85、0.99、0.92、0.77和0.81,标准误≤0.02。因此,直接效应和母体效应均对卡他丁羊的体重有重要影响。包含加性和永久性环境母体效应以及临时环境窝效应的模型应能更准确地估计育种值并做出更好的选择决策。