PLoS Genetics (Jun 2011)

Genetic determinants of lipid traits in diverse populations from the population architecture using genomics and epidemiology (PAGE) study.

  • Logan Dumitrescu,
  • Cara L Carty,
  • Kira Taylor,
  • Fredrick R Schumacher,
  • Lucia A Hindorff,
  • José L Ambite,
  • Garnet Anderson,
  • Lyle G Best,
  • Kristin Brown-Gentry,
  • Petra Bůžková,
  • Christopher S Carlson,
  • Barbara Cochran,
  • Shelley A Cole,
  • Richard B Devereux,
  • Dave Duggan,
  • Charles B Eaton,
  • Myriam Fornage,
  • Nora Franceschini,
  • Jeff Haessler,
  • Barbara V Howard,
  • Karen C Johnson,
  • Sandra Laston,
  • Laurence N Kolonel,
  • Elisa T Lee,
  • Jean W MacCluer,
  • Teri A Manolio,
  • Sarah A Pendergrass,
  • Miguel Quibrera,
  • Ralph V Shohet,
  • Lynne R Wilkens,
  • Christopher A Haiman,
  • Loïc Le Marchand,
  • Steven Buyske,
  • Charles Kooperberg,
  • Kari E North,
  • Dana C Crawford

DOI
https://doi.org/10.1371/journal.pgen.1002138
Journal volume & issue
Vol. 7, no. 6
p. e1002138

Abstract

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For the past five years, genome-wide association studies (GWAS) have identified hundreds of common variants associated with human diseases and traits, including high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and triglyceride (TG) levels. Approximately 95 loci associated with lipid levels have been identified primarily among populations of European ancestry. The Population Architecture using Genomics and Epidemiology (PAGE) study was established in 2008 to characterize GWAS-identified variants in diverse population-based studies. We genotyped 49 GWAS-identified SNPs associated with one or more lipid traits in at least two PAGE studies and across six racial/ethnic groups. We performed a meta-analysis testing for SNP associations with fasting HDL-C, LDL-C, and ln(TG) levels in self-identified European American (~20,000), African American (~9,000), American Indian (~6,000), Mexican American/Hispanic (~2,500), Japanese/East Asian (~690), and Pacific Islander/Native Hawaiian (~175) adults, regardless of lipid-lowering medication use. We replicated 55 of 60 (92%) SNP associations tested in European Americans at p<0.05. Despite sufficient power, we were unable to replicate ABCA1 rs4149268 and rs1883025, CETP rs1864163, and TTC39B rs471364 previously associated with HDL-C and MAFB rs6102059 previously associated with LDL-C. Based on significance (p<0.05) and consistent direction of effect, a majority of replicated genotype-phentoype associations for HDL-C, LDL-C, and ln(TG) in European Americans generalized to African Americans (48%, 61%, and 57%), American Indians (45%, 64%, and 77%), and Mexican Americans/Hispanics (57%, 56%, and 86%). Overall, 16 associations generalized across all three populations. For the associations that did not generalize, differences in effect sizes, allele frequencies, and linkage disequilibrium offer clues to the next generation of association studies for these traits.