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Evaluation of Bayesian models for analysis of crude protein requirement for pigs of Brazilian Piau breed

机译:贝叶斯模型评估巴西Piau品种猪的粗蛋白需求的评估

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摘要

We evaluated the inclusion of information on genetic relationship into the analysis of crude protein requirement in diets for pigs of Brazilian Piau breed, using Bayesian inference. The animals were assigned to treatments in a completely randomized design in factorial scheme 4 × 2 (crude protein levels × sex) with 12 repetitions per treatment. The evaluations were carried out in the initial, growing and finishing phases, and after slaughter. The traits evaluated were feed conversion (FC), backfat thickness (BF), daily weight gain (DWG), daily feed intake (DFI) and some carcass cuts. Three models were considered to evaluate the inclusion of information on genetic relationship into the analysis: Model I , a simple linear model; Model II , the same effects of Model I with addition of the independent random effect of animal; and Model III , the same effects of Model II , but including the genetic relationship between the animals. Model III presented the best fit and was considered for later inferences. Crude protein (CP) levels did not significantly influence any of the evaluated traits. The effect of sex was significant only for the growing phase, while its interaction with protein levels presented an opposite result for all evaluated traits. Additionally, CP levels of 10.2 %, 9.6 % and 9.0 % can be used in diets for pigs of Brazilian Piau breed in the initial, growing and finishing phases, respectively.
机译:我们使用贝叶斯推断,评估了遗传关系信息纳入巴西Piau猪日粮中粗蛋白需求的分析。按照4×2(粗蛋白水平×性别)的析因方案,将动物按照完全随机的设计进行治疗,每次治疗重复12次。评估在屠宰后的初期,生长和结束阶段进行。评估的特征是饲料转化率(FC),背脂厚度(BF),日增重(DWG),日饲料摄入量(DFI)和一些car体割伤。考虑了以下三个模型来评估是否将遗传关系信息纳入分析:模型I,简单的线性模型;模型II,除了动物具有独立的随机效应外,模型I具有相同的效果;和模型III相同,但包括动物之间的遗传关系。模型III提供了最佳拟合,并被考虑用于以后的推论。粗蛋白(CP)水平并未显着影响任何评估的性状。性别的影响仅在生长期才有意义,而其与蛋白质水平的相互作用对所有评估的性状均呈现相反的结果。此外,巴西Piau品种的猪在开始,生长和结束阶段的日粮中CP水平分别为10.2%,9.6%和9.0%。

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