Estimation of quantitative trait locus allele frequency via a modified granddaughter design.
A method is described on the basis of a modification of the granddaughter design to obtain estimates of quantitative trait loci (QTL) allele frequencies in dairy cattle populations and to determine QTL genotypes for both homozygous and heterozygous grandsires. The method is based on determining the QTL allele passed from grandsires to their maternal granddaughters using haplotypes consisting of several closely linked genetic markers. This method was applied to simulated data of 10 grandsire families, each with 500 granddaughters, and a QTL with a substitution effect of 0.4 phenotypic standard deviations and to actual data for a previously analyzed QTL in the center of chromosome 6, with substitution effect of 1 phenotypic standard deviation on protein percentage. In the simulated data the standard error for the estimated QTL substitution effect with four closely linked multiallelic markers was only 7% greater than the expected standard error with completely correct identification of QTL allele origin. The method estimated the population QTL allelic frequency as 0.64 +/- 0.07, compared to the simulated value of 0.7. In the actual data, the frequency of the allele that increases protein percentage was estimated as 0.63 +/- 0.06. In both data sets the hypothesis of equal allelic frequencies was rejected at P < 0.05.
Weller
Joel Ira
JI
Institute of Animal Sciences, ARO, The Volcani Center, Bet Dagan 50250, Israel. weller@agri.huji.ac.il
Weller
Hayim
H
Kliger
David
D
Ron
Micha
M
D000704:Analysis of Variance; D000818:Animals; D002417:Cattle; D005787:Gene Frequency; D005819:Genetic Markers; D040641:Quantitative Trait Loci / Q000235:genetics*; D012044:Regression Analysis; D012107:Research Design
D005819:Genetic Markers