M. Ron et al., MAPPING QUANTITATIVE TRAIT LOCI WITH DNA MICROSATELLITES IN A COMMERCIAL DAIRY-CATTLE POPULATION, Animal genetics, 25(4), 1994, pp. 259-264
Individual loci affecting economically important traits can be located
using genetic linkage between quantitative trait loci and genetic mar
kers. In the 'granddaughter' experimental design, heterozygous grandsi
res and their sons are genotyped for the genetic marker, while the qua
ntitative trait records of the granddaughters are used for statistical
analysis. Ten DNA microsatellite markers were used to look for associ
ations with quantitative trait loci affecting milk production traits i
n seven Israeli Holstein grandsire families. At least 60% more grandsi
res were heterozygous, and 40% fewer individuals were discarded becaus
e of unknown paternal allele origin, as compared with diallelic marker
s. The effects of paternal alleles for locus D21S4 on kg milk and prot
ein were significant (P < 0.025). The allele substitution effects for
sire 783 were 283 kg milk and 5.7 kg protein. For both traits progeny
of sire 783 that inherited allele '18' had higher evaluations than pro
geny that inherited allele '21'. These results were verified by genoty
ping 151 of his daughters. Thus, the rate of genetic gain for protein
production can be increased by selecting progeny of sire 783 carrying
allele '18' at this locus.