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Genetic study of individual preweaning mortality and birth weight in Large White piglets using threshold-linear models

机译:使用阈值线性模型对大白猪个体断奶前死亡率和出生体重的遗传研究

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Individual records from 49,788 Large White piglets were used to evaluate preweaning mortality and its relationship with birth weight (BW). Preweaning mortality included farrowing mortality (TM) was also divided into stillbirth (SB), early (EM), late (LM) and total (ELM) preweaning mortality. Farrowing mortality was also studied as a sow's trait as number of piglets born dead (NBD). Threshold-linear models were used via MCMC. Traits included (1) TM-BW, (2) SB-ELM-BW, (3) SB-EM-LM and (4) NBD-ELM-BW. Model for BW included parity number, litter size, sex, contemporary group (farm-farrowing year-month), litter, and direct and maternal additive genetic effects. For mortality traits, litter effect was of the nursing litter for cross-fostered piglets (4.9%). Models for SB (2, 3) and NBD (4) excluded the effect of sex. In Model 3, BW was fitted as covariable for EM and LM. Estimates of direct and maternal heritability for BW were 0.03-0.06 and 0.14-0.19; and for mortality traits 0.03-0.12 and 0.08-0.12. Direct-maternal correlations were negative for all traits. Genetic correlations between all mortality traits were positive. Results confirmed the importance of BW for the genetic evaluation of piglet mortality. Early mortality is a good candidate for improvement of TM because of larger heritability and high genetic correlations with other mortality traits. It is most efficient to treat SB at sow level and preweaning mortality at the piglet level.
机译:来自49,788头大白猪的个人记录用于评估断奶前死亡率及其与出生体重(BW)的关系。断奶前死亡率包括产仔死亡率(TM)也分为死产(SB),早期(EM),晚期(LM)和总(ELM)断奶前死亡率。还以母猪的性状作为产仔数(NBD)来研究分娩死亡率。通过MCMC使用阈值线性模型。特性包括(1)TM-BW,(2)SB-ELM-BW,(3)SB-EM-LM和(4)NBD-ELM-BW。体重的模型包括胎次数,产仔数,性别,当代群体(农耕的年月),产仔以及直接和母体加性遗传效应。就死亡率而言,杂种仔猪的产仔效果是护理产仔(4.9%)。 SB(2,3)和NBD(4)的模型排除了性的影响。在模型3中,BW被拟合为EM和LM的协变量。 BW的直接和母亲遗传力估计为0.03-0.06和0.14-0.19;死亡率特征为0.03-0.12和0.08-0.12。所有特征的直接母体相关性均为负。所有死亡率性状之间的遗传相关均为正相关。结果证实了体重指数对于仔猪死亡率的遗传评估的重要性。由于更大的遗传力和与其他死亡率性状的高度遗传相关性,早期死亡率是改善TM的良好候选者。在母猪水平上治疗SB,在仔猪水平上断奶前死亡率是最有效的。

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