D. De Mattos et al., Investigation of genotype x environment interactions for weaning weight for Herefords in three countries, J ANIM SCI, 78(8), 2000, pp. 2121-2126
The objective of this study was to investigate the possibility of genotype
X environment interactions for weaning weight (WWT) between different regio
ns of the United States (US) and between Canada (CA), Uruguay (UY), and US
for populations of Hereford cattle. Original data were composed of 487,661,
102,986, and 2,322,722 edited weaning weight records from CA, UY, and US,
respectively. A total of 359 sires were identified as having progeny across
all three countries; 240 of them had at least one progeny with a record in
each environment. The data sets within each country were reduced by retain
ing records from herds with more than 500 WWT records, with an average cont
emporary group size of greater than nine animals, and that contained WWT re
cords from progeny or maternal grand-progeny of the across-country sires. D
ata sets within each country were further reduced by randomly selecting amo
ng remaining herds. Four regions within US were defined: Upper Plains (UP),
Cornbelt (CB), South (S), and Gulf Coast (GC). Similar sampling criteria a
nd common international sires were used to form the within-US regional data
sets. A pairwise analysis was done between countries and regions within US
(UP-CB vs S-GC, UP vs CB, and S vs GC) for the estimation of (co)variance
components and genetic correlation between environments. An accelerated EM-
REML algorithm and a multiple-trait animal model that considered WWT as a d
ifferent trait in each environment were used to estimate parameters in each
pairwise analysis. Direct and maternal (in parentheses) estimated genetic
correlations for CA vs UY, CA vs US, US vs UY, UP-CB vs S-GC, UP vs CB, and
S vs GC were .88 (.84), .86 (.82), .90 (.85), .88 (.87), .88 (.84), and .8
7 (.85), respectively. The general absence of genotype X country interactio
ns observed in this study, together with a prior study that showed the simi
larity of genetic and environmental parameters across the three countries,
strongly indicates that a joint WWT genetic evaluation for Hereford cattle
could be conducted using a model that treated the information from CA, UY,
and US as a single population using single population-wide genetic paramete
rs.