We used sib-pair linkage analysis as part of an epidemiologic approach
to solving Problem 2 of the GAW10 data set of nuclear families. We re
coded the quantitative trait Q1 into a dichotomous trait using Q1 grea
ter than or equal to 40 as the cut-point. In a case-control design of
sib-pair analysis, the affected siblings of the proband were the case
subjects and the unaffected siblings were the control subjects. Case a
nd control subjects were compared with respect to the number of allele
s at one or more loci (0,1,2) that were identical-by-descent (IBD) wit
h those of the proband. Odds ratios (ORs) and 95% confidence intervals
(95% CI) were then computed with subjects sharing no alleles (share-0
) serving as the reference group. Significantly high ORs were taken as
indication of linkage between a marker locus and a suspected disease-
susceptibility locus. The case-control sib-pair analysis identified ma
rker D5G15 as associated with disease susceptibility (OR of sharing tw
o alleles [share-2] = 7.7 [95% CI 2.5-23.9]). Our results were consist
ent with the results from Kruglyak and Lander's method of complete mul
tipoint sib-pair analysis for linkage. For the marker (D5G15) identifi
ed through sib-pair analysis, we examined the effects of other covaria
tes and evaluated gene-environment interaction using conditional logis
tic regression. (C) 1997 Wiley-Liss, Inc.