Nature Communications · 2014 · 110 citations · 49 references
MedicineGeneticsMolecular GeneticsEpidemiologyGenetic EpidemiologyHuman GeneticsCardiovascular DiseaseCardiovascular GenomicsGenetic RiskGenome-wide Association StudiesGenotype-phenotype Association AnalysisHigh-risk Population IdentificationGenetic Risk VariantsGenome-wide Association Study DesignHigh-fat Meal StudyLipid-associated Gene DiscoveryObesity SusceptibilityPositive SelectionPositive Selection MarkersRisk Gene Variants
Dyslipidemia and obesity are especially prevalent in populations with Amerindian backgrounds, such as Mexican–Americans, which predispose these populations to cardiovascular disease. Here we design an approach, known as the cross-population allele screen (CPAS), which we conduct prior to a genome-wide association study (GWAS) in 19,273 Europeans and Mexicans, in order to identify Amerindian risk genes in Mexicans. Utilizing CPAS to restrict the GWAS input variants to only those differing in frequency between the two populations, we identify novel Amerindian lipid genes, receptor-related orphan receptor alpha (RORA) and salt-inducible kinase 3 (SIK3), and three loci previously unassociated with dyslipidemia or obesity. We also detect lipoprotein lipase (LPL) and apolipoprotein A5 (APOA5) harbouring specific Amerindian signatures of risk variants and haplotypes. Notably, we observe that SIK3 and one novel lipid locus underwent positive selection in Mexicans. Furthermore, after a high-fat meal, the SIK3 risk variant carriers display high triglyceride levels. These findings suggest that Amerindian-specific genetic architecture leads to a higher incidence of dyslipidemia and obesity in modern Mexicans. Dyslipidemia and obesity have a high prevalence in populations with Amerindian backgrounds, such as Mexican–Americans. Here, the authors design an approach to identify Amerindian risk genes in Mexicans and identify five genomic loci, which include RORA and SIK3that may contribute to the risk of dyslipidemia and obesity in Amerindian populations.
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An integrated map of genetic variation from 1,092 human genomes