Whole-genome scan to detect QTL for milk production, conformation, fertility and functional traits in two US Holstein families.
A genome scan was conducted in two US Holstein half-sib families to identify quantitative trait loci (QTL) affecting milk production and conformation traits using the granddaughter design. The sires of the two studied families were related as sire and son and had 96 and 212 sons respectively. A total of 221 microsatellite loci were scored in both families. Statistical analysis was performed using two different analytical methods; half-sib least squares regression and Bayesian Monte Carlo Markov Chain. Traits analysed included five traditional milk production traits, somatic cell count, daughter pregnancy rate, male fertility and 20 conformation traits. A total of 47 tests achieved at least genome-wise significance. However, results from the two methods of analysis were only concordant for QTL location and level of significance in eight instances.
Schnabel
R D
RD
Bovine Functional Genomics Laboratory, USDA/ARS, Beltsville, MD 20705, USA. schnabelr@missouri.edu
Sonstegard
T S
TS
Taylor
J F
JF
Ashwell
M S
MS
D000818:Animals; D001499:Bayes Theorem; D001824:Body Constitution / Q000235:genetics*; D002417:Cattle / Q000235:genetics*; D003612:Dairying / Q000379:methods*; D005260:Female; D005298:Fertility / Q000235:genetics*; D023281:Genomics / Q000379:methods; D007774:Lactation / Q000235:genetics*; D018895:Microsatellite Repeats / Q000235:genetics; D040641:Quantitative Trait Loci; D012044:Regression Analysis