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Genetic Variation in ABCG1 and Association with Lipid Phenotypes in MESA. Stephen Rich, Ph.D. Lynn Hedrick, Ph.D. University of Virginia. ABCG1 and Atherosclerosis. Members of the ATP-binding cassette transporter family (ABC transporters) regulate cholesterol efflux
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Genetic Variation in ABCG1 and Association with Lipid Phenotypes in MESA Stephen Rich, Ph.D. Lynn Hedrick, Ph.D. University of Virginia
ABCG1 and Atherosclerosis • Members of the ATP-binding cassette transporter family (ABC transporters) regulate cholesterol efflux • Contributes to foam cell formation • Contributes to development of atherosclerotic lesions • ABCA1 and ABCG1 regulate cellular lipid metabolism in macrophages • ABCA1 mediates cholesterol efflux to lipid-free apoA-I • ABCG1 mediates cholesterol efflux to HDL • ABCG1 plays a role in lipid metabolism and atherosclerosis • Expression is regulated by chronic glucose exposure in type 2 diabetes model (db/db mouse) (Mauldin 2006) • Decreased ABCG1 function increases foam cell formation and atherosclerosis risk (Mauldin 2006) • Western diet-fed mice resulting from crossing ABCG1 transgenic mice with LDLr-KO mice have increased atherosclerotic lesion area and increased MCP-1 and TNF-a plasma levels (Basso 2006)
ABCG1 Molecular Structure 3 4 2 5 6 1 C LL N B A S ABCG1 is expressed in macrophages; it functions in RCT to HDL; dimerizes for function ABC JPM
Research Hypotheses • Primary • Variation in ABCG1 contributes to the observed variation in levels of HDL • Variation in ABCG1 influence the distribution of HDL particle size • Secondary • Variation in ABCG1 are not associated with other measures of lipids • Variation in ABCG1 is associated with variation in markers of subclinical atherosclerosis (IMT, CAC), independent of HDL
LD Structure of ABCG1 INTRON 1 INTRON 2 INTRON 5 I-8 I-11 I-14
Analytic Plan • Outcome Variables: Lipid phenotypes • Total Cholesterol • HDL domain • HDL cholesterol • HDL particles, HDL size • Large HDL, Medium HDL, Small HDL • IDL, VLDL particles, VLDL size, remnant-like particles • LDL domain • LDL cholesterol • LDL particles, LDL size • Large LDL, Small LDL, Very Small LDL • Triglyceride level • Predictor Variables: ABCG1 SNPs (and ABCG1 haplotypes) • Covariates: Age, sex, site of ascertainment, diabetes status, smoking, ethnicity (for pooled analysis)
1/1 1/2 2/2 Association Analysis of SNPs with Quantitative Traits Significance under 2-df model; then test AD, Add, AR models (add model fits here) % Trait
ABCG1 in MESA • Selection of SNPs • HapMap data for EUC • Minor allele frequency (MAF) > 0.05, r2 threshold of 0.8 • High Illumina genotyping ‘designability’ score • Repeat for other ethnic groups and develop combined SNP list • For ABCG1, 40 haplotype-tagging SNPs identified and genotyped • MAF ranged from 0.026 (rs8129752) to 0.496 (rs492338) • Average inter-SNP distance of 2.7kb • Significant (P < 0.001) deviations from Hardy-Weinberg Equilibrium • All groups pooled, 9 out of HWE • rs1378577, rs8129752, rs8127716, rs225444, rs225371, rs225393, rs425215, rs3788010, rs1541290 • EUA: none • AFA: none • CHN: none, but 5 SNPs monomorphic • HIS: 2 out of HWE • rs225412, rs235371
Association of ABCG1 SNPs with Lipid Phenotypes (all groups) Int 1 Int 2 I5 I8 I11 Total Cholesterol HDL HDL Particles Large HDL Medium HDL Small HDL HDL Size IDL 0.05 < P < 0.01 LDL P < 0.01 LDL Particles Large LDL Small LDL Excludes those 9 SNPs out of HWE (P<0.001) Very Small LDL LDL Size • P-values determined from 2-df test of association • Model adjusts for age, sex, center, diabetes status, pack-yrs smoking VLDL Particles VLDL Size Remnant-like Particles Triglycerides
Association of ABCG1 SNPs with Lipid Phenotypes (EUC, AFA, HIS) Int 1 Int 2 I5 I8 I11 Total Cholesterol HDL HDL Particles Large HDL Medium HDL Small HDL HDL Size 0.05 < P < 0.01 IDL P < 0.01 LDL LDL Particles Large LDL Excludes CHN SNPs and SNPs out of HWE (P<0.001) Small LDL Very Small LDL LDL Size • P-values determined from 2-df test of association • Model adjusts for age, sex, center, diabetes status, pack-yrs smoking VLDL Particles VLDL Size Remnant-like Particles Triglycerides
Effect of ABCG1 SNP rs6586298 P = 0.008 2579 237 31 P = 0.007 P = 0.06 Model adjusts for age, sex, center, diabetes status, pack-yrs smoking
Summary • In all populations, there is evidence of association of SNPs in ABCG1 with phenotypes relating to HDL and LDL, but not IDL, VLDL remnant-like particles, triglycerides, or total cholesterol • There are differences in association between ABCG1 SNPs by ethnic group, with limited association in the CHN population • In the non-CHN populations, • there is strong evidence of association of SNPs in intron 1 and intron 2 with HDL, HDL size and HDL particles • There is evidence of association of SNPs in intron 2 with IDL • There is evidence of association of SNPs in introns 8 and 11 with HDL level and particles • SNPs in intron 11 appear to be highly associated with VLDL particles and VLDL size • LDL phenotypes continue to show weak association with ABCG1 SNPs
Summary and Conclusions • These results are preliminary • Additional covariates in the models • Use of haplotypes in the analyses • A number of ABCG1 SNPs exhibited significant association with HDL phenotypes • ABCG1 SNP associations with lipid phenotypes are, for the most part, ethnic-specific (not observed in CHN) • Future studies include • Genotyping additional SNPs that occur in exons • Characterizing ABCG1 variants in replicate MESA samples • Extending associated SNP studies to model systems • Cellular • Mouse