Modeling linkage disequilibria (LD) between genes usually observed in admix
ed natural populations has been shown an effective approach in high-resolut
ion mapping of disease genes in humans. A prerequisite to obtain accurate e
stimation of recombination fraction between genes at a marker locus and the
disease locus using the approach is a reliable prediction of the proportio
n of the admixture populations. The present study suggested the use of gene
frequencies to predict the estimate of the admixture proportion based on t
he observation that the gene frequencies are much more stable quantities th
an the haplotype frequencies over evolution of the population. In this pape
r, we advanced the theory and methods by which the decay rate of nonlinear
term of LD in admired population may be used to estimate the recombination
fraction between the genes. Theoretical analysis and simulation study indic
ate that, the larger the difference of gene frequencies between parental po
pulations and the more closely the admixture proportion approaches 0.5, the
more important the nonlinear term of the LD in the admixed population, and
hence the more informative such admixed populations in the high-resolution
gene mapping practice.