A generalization of the mixture model in the mapping of quantitative trait loci for progeny from a biparental cross of inbred lines.
The recent advent of molecular markers has created a great potential for the understanding of quantitative inheritance. In parallel to rapid developments and improvements in molecular marker technologies, biometrical models have been constructed, refined and generalized for the mapping of quantitative trait loci (QTL). However, current models present restrictions in terms of breeding designs to which they apply. In this paper, we develop an approach for the generalization of the mixture model for progeny from a single bi-parental cross of inbred lines. Detailed derivations are given for genetic designs involving populations developed by selfing, i.e., where marker genotypes are obtained from Fx (x > or = 2) individuals and where phenotypes are measured on Fy (y > or = x) individuals or families. Extensions to designs involving doubled-haploids, backcross-derived individuals and random matings are outlined. The derivations presented here can easily be combined with current QTL mapping approaches.
Fisch
R D
RD
Mathematical Applications Division, Ciba-Geigy AG, Basel, Switzerland. wrfi@chbs.ciba.com
Ragot
M
M
Gay
G
G
D003433:Crosses, Genetic; D005819:Genetic Markers; D005838:Genotype; D007178:Inbreeding; D008390:Markov Chains; D008957:Models, Genetic; D015233:Models, Statistical; D010641:Phenotype; D010944:Plants / Q000235:genetics; D011336:Probability; D011995:Recombination, Genetic
D005819:Genetic Markers