Cystic fibrosis (CF) is a monogenic disease due to mutations in the
CFTR gene. Yet, variability in CF disease presentation is presumed to be affected by modifier genes, such as those recently demonstrated
for the pulmonary aspect. Here, we conduct a modifier gene study for meconium ileus (MI), an intestinal obstruction that occurs
in 16–20% of CF newborns, providing linkage and association results from large family and case–control samples. Linkage analysis
of modifier traits is different than linkage analysis of primary traits on which a sample was ascertained. Here, we articulate
a source of confounding unique to modifier gene studies and provide an example of how one might overcome the confounding in
the context of linkage studies. Our linkage analysis provided evidence of a MI locus on chromosome 12p13.3, which was segregating
in up to 80% of MI families with at least one affected offspring (HLOD = 2.9). Fine mapping of the 12p13.3 region in a large
case–control sample of pancreatic insufficient Canadian CF patients with and without MI pointed to the involvement of
ADIPOR2 in MI (
p = 0.002). This marker was substantially out of Hardy–Weinberg equilibrium in the cases only, and provided evidence of a cohort
effect. The association with rs9300298 in the
ADIPOR2 gene at the 12p13.3 locus was replicated in an independent sample of CF families. A protective locus, using the phenotype
of no-MI, mapped to 4q13.3 (HLOD = 3.19), with substantial heterogeneity. A candidate gene in the region,
SLC4A4, provided preliminary evidence of association (
p = 0.002), warranting further follow-up studies. Our linkage approach was used to direct our fine-mapping studies, which uncovered
two potential modifier genes worthy of follow-up.