Nl. Kaplan et al., MARKER SELECTION FOR THE TRANSMISSION DISEQUILIBRIUM TEST, IN RECENTLY ADMIXED POPULATIONS/, American journal of human genetics, 62(3), 1998, pp. 703-712
Recent admixture between genetically differentiated populations can re
sult in high levels of association between alleles at loci that are le
ss than or equal to 10 cM apart. The transmission/disequilibrium test
(TDT) proposed by Spielman et al. (1993) can be a powerful test of lin
kage between disease and marker loci in the presence of association an
d therefore could be a useful test of linkage in admired populations.
The degree of association between alleles at two loci depends on the d
ifferences in allele frequencies, at the two loci, in the founding pop
ulations; therefore, the choice of marker is important. For a multiall
elic marker, one strategy that may improve the power of the TDT is to
group marker alleles within a locus, on the basis of information about
the founding populations and the admired population, thereby collapsi
ng the marker into one with fewer alleles. We ha cie examined the cons
equences of collapsing a microsatellite into a two-allele marker, when
two founding populations are assumed for the admired population, and
have found that if there is random mating in the admired population, t
hen typically there is a collapsing for which the power of the TDT is
greater than that for the original microsatellite marker. A method is
presented for finding the optimal collapsing that has minimal dependen
ce on the disease and that uses estimates either of marker allele freq
uencies in the two founding populations or of marker allele frequencie
s in the current, admired population and in one of the founding popula
tions. Furthermore, this optimal collapsing is not always the collapsi
ng with the largest difference in allele frequencies in the founding p
opulations. To demonstrate this strategy, we considered a recent data
set, published previously, that provides frequency estimates for 30 mi
crosatellites in 13 populations.