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似然分析和贝叶斯分析揭示了影响一个中国-欧洲猪品系的体组成、胴体、肉质和瞎乳头数量的主要基因。

Likelihood and Bayesian analyses reveal major genes affecting body composition, carcass, meat quality and the number of false teats in a Chinese European pig line.

作者信息

Sanchez Marie-Pierre, Bidanel Jean-Pierre, Zhang Siqing, Naveau Jean, Burlot Thierry, Le Roy Pascale

机构信息

Institut national de la recherche agronomique, Station de génétique quantitative et appliquée, 78352 Jouy-en-Josas Cedex, France.

出版信息

Genet Sel Evol. 2003 Jul-Aug;35(4):385-402. doi: 10.1186/1297-9686-35-5-385.

Abstract

Segregation analyses were performed using both maximum likelihood--via a Quasi Newton algorithm--(ML-QN) and Bayesian--via Gibbs sampling--(Bayesian-GS) approaches in the Chinese European Tiameslan pig line. Major genes were searched for average ultrasonic backfat thickness (ABT), carcass fat (X2 and X4) and lean (X5) depths, days from 20 to 100 kg (D20100), Napole technological yield (NTY), number of false (FTN) and good (GTN) teats, as well as total teat number (TTN). The discrete nature of FTN was additionally considered using a threshold model under ML methodology. The results obtained with both methods consistently suggested the presence of major genes affecting ABT, X2, NTY, GTN and FTN. Major genes were also suggested for X4 and X5 using ML-QN, but not the Bayesian-GS, approach. The major gene affecting FTN was confirmed using the threshold model. Genetic correlations as well as gene effect and genotype frequency estimates suggested the presence of four different major genes. The first gene would affect fatness traits (ABT, X2 and X4), the second one a leanness trait (X5), the third one NTY and the last one GTN and FTN. Genotype frequencies of breeding animals and their evolution over time were consistent with the selection performed in the Tiameslan line.

摘要

在中国欧洲蒂亚梅斯兰猪品系中,采用最大似然法(通过拟牛顿算法,即ML-QN)和贝叶斯法(通过吉布斯采样,即贝叶斯-GS)进行了分离分析。针对平均超声背膘厚度(ABT)、胴体脂肪(X2和X4)及瘦肉(X5)深度、20至100千克体重所需天数(D20100)、拿破仑技术产率(NTY)、无效乳头数(FTN)和有效乳头数(GTN)以及总乳头数(TTN)搜索主基因。在最大似然法下,还使用阈值模型额外考虑了FTN的离散性质。两种方法获得的结果一致表明存在影响ABT、X2、NTY、GTN和FTN的主基因。使用ML-QN方法也表明X4和X5存在主基因,但贝叶斯-GS方法未得出此结果。使用阈值模型证实了影响FTN的主基因。遗传相关性以及基因效应和基因型频率估计表明存在四个不同的主基因。第一个基因影响脂肪性状(ABT、X2和X4),第二个影响瘦肉性状(X5),第三个影响NTY,最后一个影响GTN和FTN。育种动物的基因型频率及其随时间的演变与蒂亚梅斯兰品系的选择一致。

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