Genetic parameters for test-day electrical conductivity of milk for first-lactation cows from random regression models

被引:30
|
作者
Norberg, E
Rogers, GW
Goodling, RC
Cooper, JB
Madsen, P
机构
[1] Danish Inst Agr Sci, Res Ctr Foulum, Dept Anim Breeding & Genet, DK-8830 Tjele, Denmark
[2] Univ Tennessee, Dept Anim Sci, Knoxville, TN 37996 USA
[3] Univ Wisconsin, Dept Dairy Sci, Madison, WI 53706 USA
关键词
dairy cattle; electrical conductivity; mastitis; random regression model;
D O I
10.3168/jds.S0022-0302(04)73350-0
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Electrical conductivity (EC) of milk has been introduced as an indicator trait for mastitis during the last few decades. The correlation of EC to mastitis, easy access to EC data, and the low cost of recording are properties that make EC a good indicator trait for mastitis. In this study, EC was measured daily during the lactation and available from 2101 first-lactation Holstein cows in 8 herds in the United States. Data were analyzed with an animal model that included herd-test-day, age at calving and days in milk ( DIM) as fixed effects, and random additive genetic and permanent environmental effects. A repeatability model and 5 random regression (RR) models with increasing order of Legendre polynomials were used. The goodness of fit for the different models was evaluated based on several tests. Our results indicate that the best model was a RR model with a fourth-order Legendre polynomial for both additive genetic and permanent environmental effects. Heritability estimates obtained with this model were from 0.26 to 0.36. Due to the relatively high heritability obtained for EC of milk, EC might be a potential indicator trait to use in a breeding program designed to reduce the incidence of mastitis.
引用
收藏
页码:1917 / 1924
页数:8
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