J. Ruane et Jj. Colleau, MARKER-ASSISTED SELECTION FOR A SEX-LIMITED CHARACTER IN A NUCLEUS BREEDING POPULATION, Journal of dairy science, 79(9), 1996, pp. 1666-1678
The benefits of marker-assisted selection were examined by simulation
of an adult multiple ovulation and embryo transfer nucleus breeding sc
heme. Animals were either typed for two polymorphic marker loci, 20 ce
ntimorgans apart, flanking a single biallelic quantitative trait locus
and were evaluated using a model accounting for marker information, o
r animals were not typed but were evaluated by a conventional BLUP ani
mal model. Selection was for a single trait measured on females, and e
ach dam had 4 sons and 4 daughters. Nucleus foundation animals were ch
osen from a base population in linkage equilibrium. With the favorable
allele at an initial frequency of 0.5, marker-assisted selection subs
tantially increased responses at the quantitative trait locus but redu
ced the polygenic responses. Cumulative genetic gain increased by up t
o 3, 9, 12, and 6% after one, two, three, and six generations of selec
tion, respectively. If the favorable allele was initially rare (freque
ncy of 0.1), the merits of marker-assisted selection were even more pr
onounced (genetic gains increased by up to 9, 19, 24 and 15%, respecti
vely). The superiority of marker-assisted selection over conventional
BLUP increased when a restriction was placed on selection of full brot
hers and decreased when variance of the quantitative trait locus used
in the evaluation model was overestimated.