Genetic evaluations for growth heat tolerance in Angus cattle

被引:30
作者
Bradford, H. L. [1 ]
Fragomeni, B. O. [1 ]
Bertrand, J. K. [1 ]
Lourenco, D. A. L. [1 ]
Misztal, I. [1 ]
机构
[1] Univ Georgia, Dept Anim & Dairy Sci, Athens, GA 30605 USA
关键词
beef cattle; genotype x environment interaction; heat stress; reaction norm; weight; HEREFORD CATTLE; FINISHING PIGS; DAIRY-CATTLE; STRESS; PERFORMANCE; COMPONENTS; WEIGHT; RECORDS; LOSSES;
D O I
10.2527/jas.2016-0707
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
The objectives were to assess the impact of heat stress and to develop a model for genetic evaluation of growth heat tolerance in Angus cattle. The American Angus Association provided weaning weight (WW) and yearling weight (YW) data, and records from the Upper South region were used because of the hot climatic conditions. Heat stress was characterized by a weaning (yearling) heat load function defined as the mean temperature-humidity index (THI) units greater than 75 (70) for 30 (150) d prior to the weigh date. Therefore, a weaning (yearling) heat load of 5 units corresponded to 80 (75) for the corresponding period prior to the weigh date. For all analyses, 82,669 WW and 69,040 YW were used with 3 ancestral generations in the pedigree. Univariate models were a proxy for the Angus growth evaluation, and reaction norms using 2 B-splines for heat load were fit separately for weaning and yearling heat loads. For both models, random effects included direct genetic, maternal genetic, maternal permanent environment (WW only), and residual. Fixed effects included a linear age covariate, age-of-dam class (WW only), and contemporary group for both models and fixed regressions on the B-splines in the reaction norm. Direct genetic correlations for WW were strong for modest heat load differences but decreased to less than 0.50 for large differences. Reranking of proven sires occurred for only WW direct effects for the reaction norms with extreme heat load differences. Conversely, YW results indicated little effect of heat stress on genetic merit. Therefore, weaning heat tolerance was a better candidate for developing selection tools. Maternal heritabilities were consistent across heat loads, and maternal genetic correlations were greater than 0.90 for nearly all heat load combinations. No evidence existed for a genotype x environment interaction for the maternal component of growth. Overall, some evidence exists for phenotypic plasticity for the direct genetic effects of WW, but traditional national cattle evaluations are likely adequately ranking sires for nonextreme environmental conditions.
引用
收藏
页码:4143 / 4150
页数:8
相关论文
共 29 条
  • [1] Genetic components of heat stress for dairy cattle with multiple lactations
    Aguilar, I.
    Misztal, I.
    Tsuruta, S.
    [J]. JOURNAL OF DAIRY SCIENCE, 2009, 92 (11) : 5702 - 5711
  • [2] American Angus Association (AAA), 2016, GEN TREND EPD VAL BI
  • [3] Beef Improvement Federation (BIF), 2008, GUID UN BEEF IMPR PR
  • [4] SIRE X ENVIRONMENT INTERACTIONS AND GENETIC CORRELATIONS OF SIRE PROGENY PERFORMANCE ACROSS REGIONS IN DAM-ADJUSTED FIELD DATA
    BERTRAND, JK
    HOUGH, JD
    BENYSHEK, LL
    [J]. JOURNAL OF ANIMAL SCIENCE, 1987, 64 (01) : 77 - 82
  • [5] Temperature-humidity indices as indicators of milk production losses due to heat stress
    Bohmanova, J.
    Misztal, I.
    Cole, J. B.
    [J]. JOURNAL OF DAIRY SCIENCE, 2007, 90 (04) : 1947 - 1956
  • [6] Regional and seasonal analyses of weights in growing Angus cattle
    Bradford, H. L.
    Fragomeni, B. O.
    Bertrand, J. K.
    Lourenco, D. A. L.
    Misztal, I.
    [J]. JOURNAL OF ANIMAL SCIENCE, 2016, 94 (10) : 4369 - 4375
  • [7] BUTTS WT, 1971, J ANIM SCI, V33, P923
  • [8] Linear reaction norm models for genetic merit prediction of Angus cattle under genotype by environment interaction
    Cardoso, F. F.
    Tempelman, R. J.
    [J]. JOURNAL OF ANIMAL SCIENCE, 2012, 90 (07) : 2130 - 2141
  • [9] Estimation of genetic parameters for mature weight in Angus cattle
    Costa, R. B.
    Misztal, I.
    Elzo, M. A.
    Bertrand, J. K.
    Silva, L. O. C.
    Lukaszewicz, M.
    [J]. JOURNAL OF ANIMAL SCIENCE, 2011, 89 (09) : 2680 - 2686
  • [10] Fragomeni B. D., 2015, J ANIM SCI SS3, V93, P847