K. Nirasawa et al., RESTRICTED MAXIMUM-LIKELIHOOD-ESTIMATES OF GENETIC-PARAMETERS AND GENETIC TRENDS OF CHICKENS DIVERGENTLY SELECTED FOR EGGSHELL STRENGTH, Journal of animal breeding and genetics, 115(5), 1998, pp. 375-381
A White Leghorn population was used for two-way selection to increase
(weak line) or decrease (strong line) nondestructive deformation over
10 generations. Nondestructive deformation (NDD) from the first to the
10th generation was changed from 64.7 to 100.6 mu m/kg in the weak li
ne and from 59.9 to 51.9 mu m/kg in the strong line. Breaking strength
was changed from 2.77 to 2.17 kg in the weak line and from 2.95 to 3.
76 kg in the strong line. Egg production was changed from 0.840 to 0.8
80 eggs/day in the weak and from 0.838 to 0.730 eggs/day in the strong
line. Breeding values and genetic parameters were estimated by the be
st linear unbiased prediction method and the restricted maximum likeli
hood method (REML) under a multiple traits animal model. In the weak l
ine, regression coefficients of predicted breeding values on generatio
ns were 2.19 mu m/kg per generation for NDD, -0.06 kg for breaking str
ength and 0.005 eggs/day for egg production. These notes were -0.90 mu
m/kg for NDD, 0.03 kg for breaking strength and -0.005 eggs/day for e
gg production in the strong line. All regressions were significant at
the 1% level. Cumulative selection differential and response for NDD w
ere 92.5 and 35.9 mu m/kg, respectively, in the weak line and only 56.
9 and 8.0 mu m/kg, respectively, in the strong line. Realized heritabi
lities were 0.388 in the weak line and 0.140 in the strong line, altho
ugh the realized heritabilities in the two directions were not signifi
cantly different. Estimated heritabilities using multiple traits REML
were 0.373 for NDD, 0.386 for breaking strength and 0.184 for egg prod
uction in the weak line; 0.364, 0.372 and 0.301 in the strong line. Ge
netic correlations were -0.785 between NDD and breaking strength, 0.20
4 between NDD and egg production and -0.305 between breaking strength
and egg production in the weak line; -0.818, 0.318 and -0.333, respect
ively in the strong line. The selection for lower NDD can increase she
ll breaking strength but reduces egg numbers.