Genome-wide association for abdominal subcutaneous and visceral adipose reveals a novel locus for visceral fat in women.
- Authors
- Fox, Caroline S; Liu, Yongmei; White, Charles C; Feitosa, Mary; Smith, Albert V; Heard-Costa, Nancy; Lohman, Kurt; GIANT Consortium; MAGIC Consortium; GLGC Consortium; Johnson, Andrew D; Foster, Meredith C; Greenawalt, Danielle M; Griffin, Paula; Ding, Jinghong; Newman, Anne B; Tylavsky, Fran; Miljkovic, Iva; Kritchevsky, Stephen B; Launer, Lenore; Garcia, Melissa; Eiriksdottir, Gudny; Carr, J Jeffrey; Gudnason, Vilmunder; Harris, Tamara B; Cupples, L Adrienne; Borecki, Ingrid B
- Year
- 2012
- Journal
- PLoS genetics
- PMID
- 22589738
- DOI
- 10.1371/journal.pgen.1002695
- PMCID
- PMC3349734
Body fat distribution, particularly centralized obesity, is associated with metabolic risk above and beyond total adiposity. We performed genome-wide association of abdominal adipose depots quantified using computed tomography (CT) to uncover novel loci for body fat distribution among participants of European ancestry. Subcutaneous and visceral fat were quantified in 5,560 women and 4,997 men from 4 population-based studies. Genome-wide genotyping was performed using standard arrays and imputed to ~2.5 million Hapmap SNPs. Each study performed a genome-wide association analysis of subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), VAT adjusted for body mass index, and VAT/SAT ratio (a metric of the propensity to store fat viscerally as compared to subcutaneously) in the overall sample and in women and men separately. A weighted z-score meta-analysis was conducted. For the VAT/SAT ratio, our most significant p-value was rs11118316 at LYPLAL1 gene (p = 3.1 Γ 10E-09), previously identified in association with waist-hip ratio. For SAT, the most significant SNP was in the FTO gene (p = 5.9 Γ 10E-08). Given the known gender differences in body fat distribution, we performed sex-specific analyses. Our most significant finding was for VAT in women, rs1659258 near THNSL2 (p = 1.6 Γ 10-08), but not men (p = 0.75). Validation of this SNP in the GIANT consortium data demonstrated a similar sex-specific pattern, with observed significance in women (p = 0.006) but not men (p = 0.24) for BMI and waist circumference (p = 0.04 [women], p = 0.49 [men]). Finally, we interrogated our data for the 14 recently published loci for body fat distribution (measured by waist-hip ratio adjusted for BMI); associations were observed at 7 of these loci. In contrast, we observed associations at only 7/32 loci previously identified in association with BMI; the majority of overlap was observed with SAT. Genome-wide association for visceral and subcutaneous fat revealed a SNP for VAT in women. More refined phenotypes for body composition and fat distribution can detect new loci not previously uncovered in large-scale GWAS of anthropometric traits.
Association of rs1659258 in all 4 discovery cohorts.Results are shown modeled per copy of the trait-increasing A allele. Within each study, data presented represent the beta coefficient indexed to the standard error. Bars represent 95% confidence intervals. VATSAT is the VAT/SAT ratio, and VATaBMI is VAT-adjusted-for-BMI.
| Name | Type |
|---|---|
| 14 loci local | variant |
| abdominal adipose depots local | phenotype |
| abdominal adipose tissue | phenotype |
| abdominal adiposity traits local | phenotype |
| abdominal fat distribution local | phenotype |
| Abdominal subcutaneous adipose tissue local | phenotype |
| abdominal subcutaneous fat local | phenotype |
| Abdominal subcutaneous fat local | phenotype |
| adipose depots in abdomen local | phenotype |
| adipose depots in thigh local | phenotype |
| adipose tissue | phenotype |
| adipose tissue density local | phenotype |
| adipose traits local | phenotype |
| adiposity | phenotype |
| adiposity phenotypes local | phenotype |
| African American | cohort |
| age | phenotype |
| AGES local | cohort |
| AGES-Reykjavik local | cohort |
| AGES-Reykjavik study local | cohort |
| AGES-Reykjavik Study local | cohort |
| aging | phenotype |
| alcohol | phenotype |
| anthropometric measurements local | phenotype |
| anthropometric traits | phenotype |
| Aortic calcium local | phenotype |
| Atherosclerosis Risk in Communities Study local | cohort |
| black participants | cohort |
| blood samples | cohort |
| BMI | phenotype |
| body composition | phenotype |
| Body Fat Distribution Phenotypes local | phenotype |
| body mass index | phenotype |
| Body mass index (BMI) | phenotype |
| body percent fat local | phenotype |
| C2orf51 local | gene |
| CARDIA | cohort |
| Cardiometabolic outcomes local | phenotype |
| cardiometabolic risk local | phenotype |
| cardiometabolic risk factors local | phenotype |
| cardiovascular disease | phenotype |
| Cardiovascular disease (CVD) local | phenotype |
| Caucasians | cohort |
| central fat distribution local | phenotype |
| central obesity | phenotype |
| cerebellum | anatomy |
| CEU | cohort |
| CEU HapMap individuals local | cohort |
| CHD | gene |
| Computed tomography (CT) local | drug |
| coronary calcification | phenotype |
| cortex | anatomy |
| discovery GWAS | cohort |
| EIF2AK3 local | gene |
| European ancestry | cohort |
| FABP1 | gene |
| Family Heart Study local | cohort |
| family members | cohort |
| fasting glucose | phenotype |
| fat distribution | phenotype |
| fatty acid disposal local | phenotype |
| fatty acids | drug |
| fatty liver | phenotype |
| fibroblast local | cohort |
| first principal component local | phenotype |
| FOXI3 local | gene |
| Framingham Heart Study | cohort |
| Free fatty acid flux local | phenotype |
| FTO | gene |
| full sample | cohort |
| Gastric bypass eQTL dataset local | cohort |
| generalized adiposity local | phenotype |
| genetic variants | cohort |
| gene transcript levels local | phenotype |
| GIANT | cohort |
| GIANT consortium | cohort |
| GLGC local | cohort |
| Global Lipids Genetics Consortium local | cohort |
| glucose metabolism | phenotype |
| glycemic phenotype | phenotype |
| GWAS | cohort |
| HapMap3 | cohort |
| HapMap CEU LCL local | cohort |
| HapMap LCL from 3 populations local | cohort |
| HDL cholesterol | phenotype |
| Health ABC local | cohort |
| hip circumference | phenotype |
| incident functional limitation local | phenotype |
| Insulin metabolism local | phenotype |
| IRS1 | gene |
| IRS1 SNP local | variant |
| LCL | gene |
| lead SNP | cohort |
| lead SNP in GIANT local | variant |
| leukocytes local | cohort |
| leukocytes from patients with Celiac disease local | cohort |
| lipid metabolism | phenotype |
| lipid phenotype local | phenotype |
| liver | anatomy |
| low-density lipoprotein local | phenotype |
| lymphoblastoid cell lines (LCL) from children with asthma local | cohort |
| lymphocytes local | cohort |
| LYPlAL1 | gene |
| LYPLAL1 locus SNP local | variant |
| MACH v1.0.15/16 local | drug |
| MAGIC local | cohort |
| MAGIC consortium local | cohort |
| MDCT Study local | cohort |
| men | cohort |
| MESA | cohort |
| metabolic risk factor profiles local | phenotype |
| Metabolic risk factor profiles local | phenotype |
| NEGR1 | gene |
| NISCH local | gene |
| NISCH-STAB1 locus local | variant |
| Non-oxidative free fatty acid disposal local | phenotype |
| NRXN3 | gene |
| obesity | phenotype |
| offspring | cohort |
| osteoblasts local | cohort |
| participants | cohort |
| peripheral blood monocytes | cohort |
| Phase 2 HapMap SNPs local | variant |
| Phase II CEU HapMap individuals local | cohort |
| physical activity | phenotype |
| Pima Indian local | cohort |
| prefrontal cortex | anatomy |
| primary visual cortex | anatomy |
| radiation exposure local | drug |
| Reykjavik-cohort local | cohort |
| Reykjavik-study local | cohort |
| risk factor | phenotype |
| Roux-en-Y gastric bypass cohort local | cohort |
| Roux-en-Y gastric bypass patients local | cohort |
| rs11118316 local | variant |
| rs1659258 local | variant |
| rs4846567 local | variant |
| SAT local | drug |
| SAT local | phenotype |
| sex | phenotype |
| sex-and-cohort specific residuals local | phenotype |
| skin | drug |
| smoking | phenotype |
| smoking history | phenotype |
| SMYD1 local | gene |
| STAB1 local | gene |
| study cohort | cohort |
| subcutaneous adipose tissue local | phenotype |
| Subcutaneous adipose tissue local | phenotype |
| Subcutaneous adipose tissue (SAT) local | phenotype |
| subcutaneous fat local | phenotype |
| Subcutaneous fat local | phenotype |
| subjects | cohort |
| T cell local | cohort |
| Third Generation cohort local | cohort |
| THNSL2 local | gene |
| total cholesterol | phenotype |
| triglycerides | phenotype |
| unrelated individuals | cohort |
| Utah Health Family Tree Study local | cohort |
| validated SNP local | variant |
| VAT local | drug |
| VAT adjusted for BMI local | phenotype |
| VAT-adjusted-for-BMI local | phenotype |
| VAT area local | phenotype |
| VAT/SAT ratio local | phenotype |
| visceral adipose tissue | phenotype |
| Visceral adipose tissue (VAT) local | phenotype |
| Visceral adipose tissue (VAT) in women local | phenotype |
| Volumetric adipose tissue measurement local | phenotype |
| waist circumference | phenotype |
| waist-hip-ratio local | phenotype |
| waist-hip ratio adjusted for BMI | phenotype |
| Waist-hip-ratio (WHR) local | phenotype |
| waist-to-hip ratio | phenotype |
| weight-related health conditions local | phenotype |
| white participants | cohort |
| WHR-adjusted-for-BMI local | phenotype |
| women | cohort |
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