Estimates of Maternal Effect and (co)Variance Components for BodyWeight at Different Ages by Animal Model in Chokla Sheep

Garima Choudhary, U. Pannu, H. Narula, Gopal Gowane, A. Chopra, N.K. Poonia, M. Nehara
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Abstract

Background: For this study, information was gathered on 6785 Chokla sheep at the Central Sheep and Wool Research Institute in Bikaner, Rajasthan, India and documented between 1974 and 2020. Methods: (Co)variance components and genetic parameters of weight at birth (BW), weaning (WW), 6, 9 and 12 months of age (6W,9W and YW, respectively) of Chokla sheep, were estimated by average algorithm restricted maximum likelihood (AIREML), fitting six different animal models with various combinations of direct and maternal effects. Result: The direct heritability estimates increased from birth to twelve months of age and values for all the body weight traits except birth weight (0.170) were moderate (0.30-0.50). The maternal influence diminished as age increases and maternal genetic effect (m2) was found to be important and sizeable at weaning stage (0.181). Maternal permanent environmental variance was found to influence the early body weight traits. Negative and high estimate of covariance between direct and maternal effects, resulted in highly inflated values of additive heritability. In this condition, it is more useful to use the total heritability (h2t) for evaluation of the response for selection based on phenotypic values to prevent the use of biased estimates of additive heritability. Genetic and phenotypic correlations among body weights at different ages were positive and ranged from medium to high.
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按动物模型估算乔克拉绵羊不同年龄体重的母体效应和(共)变异成分
研究背景本研究收集了印度拉贾斯坦邦比卡内尔中央绵羊和羊毛研究所(Central Sheep and Wool Research Institute)的 6785 只 Chokla 羊的信息,并记录了 1974 年至 2020 年期间的情况。方法:通过平均算法限制最大似然法(AIREML)估算了乔克拉绵羊出生体重(BW)、断奶体重(WW)、6、9 和 12 月龄体重(分别为 6W、9W 和 YW)的(共)方差成分和遗传参数,并用不同的直接效应和母体效应组合拟合了六个不同的动物模型。结果从出生到 12 月龄,直接遗传力估计值都在增加,除出生体重(0.170)外,其他体重性状的直接遗传力估计值都在中等水平(0.30-0.50)。随着日龄的增加,母源影响逐渐减弱,母源遗传效应(m2)在断奶阶段(0.181)非常重要且规模较大。母源永久环境变异对早期体重性状有影响。直接效应和母本效应之间的协方差估计值为负且较高,导致加性遗传力值被高度夸大。在这种情况下,使用总遗传力(h2t)来评估基于表型值的选择反应更为有用,可避免使用有偏差的加性遗传力估计值。不同日龄体重之间的遗传相关性和表型相关性呈正相关,范围从中度到高度不等。
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