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Genetic parameters by Bayesian inference for dual purpose Jaffarabadi buffaloes

机译:贝叶斯推断两用贾法拉巴迪水牛的遗传参数

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摘要

Knowledge of genetic parameters is essential for improved reproductive management and increased yield. Quantitative analysis of genetic parameters is lacking for many breeds of buffaloes. This article provides the first estimate of genetic parameters for dual purpose (meat and milk) Brazilian Jaffarabadi buffaloes, using Bayesian inference. Data on milk yield (MY), lactation length (LL), weight at 205 days (W205) and 365 (W365) days of age, and average daily gain (ADG) from 205 to 365 days of age were collected in two herds. Bivariate analyses (using the program MTGSAM) were performed with the Gibbs sampler to obtain estimates of variance and covariance. Average lactation milk yield and lactation length were 1620.2±450.9 kg and 257.6±46.8 days, respectively, and the mean values for weight traits (kg) were 181.6±63.3 (W205), 298.04±116.1 (W365), and 0.73±0.35 (ADG). Heritability estimates (modes) were 0.16 for MY, 0.10 for LL, 0.43 for W205, 0.48 for W365 and 0.32 for ADG. There was a high genetic correlation (0.96) between milk yield and lactation length and very high genetic correlations (0.99) between the three growth traits. Our data suggest that both milk production and growth traits have clear potential for yield improvement through direct selection in this dual purpose breed. The selection for weight at an early age would be successful and selection for MY can be performed in the first lactation.
机译:了解遗传参数对于改善生殖管理和增加产量至关重要。许多水牛品种都缺乏对遗传参数的定量分析。本文使用贝叶斯推断,首次对巴西(巴西肉和牛)双重用途(肉和牛奶)的遗传参数进行了估算。收集了两组母猪的产奶量(MY),泌乳期(LL),205天(W205)和365天(W365)的体重以及205至365天的平均日增重(ADG)的数据。使用Gibbs采样器执行双变量分析(使用MTGSAM程序)以获得方差和协方差的估计值。平均泌乳期和泌乳期分别为1620.2±450.9 kg和257.6±46.8天,体重特征(kg)的平均值为181.6±63.3(W205),298.04±116.1(W365)和0.73±0.35( ADG)。 MY的遗传力估计(模式)为0.16,LL为0.10,W205为0.43,W365为0.48,ADG为0.32。牛奶产量和哺乳期之间的遗传相关性极高(0.96),而三种生长性状之间的遗传相关性极高(0.99)。我们的数据表明,通过直接选择该双重目的品种,牛奶的生产和生长特性均具有明显的增产潜力。较早的体重选择会很成功,MY的选择可以在第一次哺乳期进行。

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