Background
Identity-by-descent (IBD) mapping using empirical estimates of IBD
allele sharing may be useful for studies of complex traits in founder
populations, where hidden relationships may augment the inherent genetic
information that can be used for localization.
Methods and Results
Through IBD mapping, using ~400,000 SNPs, of serum lipid
profiles we identified a major linkage signal for triglycerides (TG) in
1,007 Pima Indians (LOD=9.23, p=3.5×10−11 on
chromosome 11q). In subsequent fine-mapping and replication association
studies in ~7,500 Amerindians, we determined that this signal
reflects effects of a loss-of-function Ala43Thr substitution in
APOC3 (rs147210663) and 3 established functional SNPs
in APOA5. The association with rs147210663 was particularly
strong; each copy of the Thr allele conferred 42% lower TG
(β=−0.92±0.059 SD unit,
p=9.6×10−55 in 4,668 Pimas and 2,793
Southwest Amerindians combined). The Thr allele is extremely rare in most
global populations, but has a frequency of 2.5% in Pimas. We further
demonstrated that 3 APOA5 SNPs with established functional
impact could explain the association with the most well-replicated SNP
(rs964184) for TG identified by genome-wide association studies (GWAS).
Collectively these 4 SNPs account for 6.9% of variation in TG in
Pimas (and 4.1% in Southwest Amerindians), and their inclusion in
the original linkage model reduced the linkage signal to virtually null.
Conclusions
APOC3/APOA5 constitutes a major locus for serum
triglycerides in Amerindians, especially the Pimas, and these results
provide an empirical example for the concept that population-based linkage
analysis is a useful strategy to identify complex trait variants.