Parameter estimation for carcass traits including growth information of Simmental beef cattle using restricted maximum likelihood with a multiple-trait model.
(Co)variance component estimates were computed for retail cuts per day of age (kilograms per day), cutability (percentage of carcass weight), and marbling score (1 through 11) using a multiple-trait sire model. Restricted maximum likelihood estimates of (co)variance components were obtained via an expectation-maximization algorithm. Carcass data consisted of 8,265 progeny records collected by U.S. Simmental producers. Growth trait information (birth weight, weaning weight, and[or] postweaning gain) for those progeny with carcass data and an additional 5,405 contemporaries formed the complete data set for analysis. A total of 420 sires were represented. Three models differing in number of traits were investigated: 1) carcass traits with growth traits, 2) carcass traits only, and 3) single trait. The final models did not include postweaning gain because of convergence problems. Parameter estimates for all three models were essentially the same. Heritability estimates were .30, .18, and .23 for retail cuts per day, cutability, and marbling score, respectively. Correlations between growth and carcass traits were low except for those with retail cuts per day, which were moderate and positive. The additional information gained by adding growth traits to the carcass-traits-only evaluation lowered prediction error variances most for retail cuts per day. Little change in prediction error variances was found for cutability and marbling score. Inclusion of growth traits in future sire evaluations for carcass traits will benefit the evaluation of retail cuts per day but have considerably less effect on cutability and marbling score.
Woodward
B W
BW
Department of Animal Science, Cornell University, Ithaca, NY 14853.
Pollak
E J
EJ
Quaas
R L
RL
D000704:Analysis of Variance; D000818:Animals; D001823:Body Composition / Q000235:genetics; D001947:Breeding; D002417:Cattle / Q000033:anatomy & histology / Q000235:genetics / Q000254:growth & development*; D005260:Female; D014644:Genetic Variation; D016013:Likelihood Functions; D016014:Linear Models; D008297:Male; D008460:Meat / Q000592:standards*; D008957:Models, Genetic; D010641:Phenotype; D015430:Weight Gain / Q000235:genetics