Li Ya-Lan, Zhang Qin, Chen Yao-Sheng
College of Animal Science, South China Agricultural University, Guangzhou, China.
J Zhejiang Univ Sci B. 2007 Nov;8(11):822-30. doi: 10.1631/jzus.2007.B0822.
To evaluate the effect and profitability of using the quantitative trait loci (QTL)-linked direct marker (DR marker) in gene-assisted selection (GAS).
Three populations (100, 200, or 300 sows plus 10 boars within each group) with segregating QTL were simulated stochastically. Five economic traits were investigated, including number of born alive (NBA), average daily gain to 100 kg body weight (ADG), feed conversion ratio (FCR), back fat at 100 kg body weight (BF) and intramuscular fat (IMF). Selection was based on the estimated breeding value (EBV) of each trait. The starting frequencies of the QTL's favorable allele were 0.1, 0.3 and 0.5, respectively. The economic return was calculated by gene flow method.
The selection efficiency was higher than 100% when DR markers were used in GAS for 5 traits. The selection efficiency for NBA was the highest, and the lowest was for ADG whose QTL had the lowest variance. The mixed model applied DR markers and obtained higher extra genetic gain and extra economic returns. We also found that the lower the frequency of the favorable allele of the QTL, the higher the extra return obtained.
GAS is an effective selection scheme to increase the genetic gain and the economic returns in pig breeding.
评估在基因辅助选择(GAS)中使用数量性状基因座(QTL)连锁直接标记(DR标记)的效果和效益。
随机模拟了三个具有QTL分离的群体(每组100、200或300头母猪加10头公猪)。研究了五个经济性状,包括产活仔数(NBA)、100千克体重的平均日增重(ADG)、饲料转化率(FCR)、100千克体重时的背膘厚(BF)和肌内脂肪(IMF)。选择基于每个性状的估计育种值(EBV)。QTL有利等位基因的起始频率分别为0.1、0.3和0.5。通过基因流动法计算经济回报。
在GAS中对5个性状使用DR标记时,选择效率高于100%。NBA的选择效率最高,ADG的选择效率最低,其QTL的方差最小。混合模型应用DR标记获得了更高的额外遗传增益和额外经济回报。我们还发现,QTL有利等位基因的频率越低,获得的额外回报越高。
GAS是一种有效的选择方案,可提高猪育种中的遗传增益和经济回报。