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Association of genetic variation with systolic and diastolic blood pressure among African Americans: the Candidate Gene Association Resource study
Fox, Ervin R; Young, J Hunter; Li, Yali; Dreisbach, Albert W; Keating, Brendan J; Musani, Solomon K; Liu, Kiang; Morrison, Alanna C; Ganesh, Santhi; Kutlar, Abdullah; Ramachandran, Vasan S; Polak, Josef F; Fabsitz, Richard R; Dries, Daniel L; Farlow, Deborah N; Redline, Susan; Adeyemo, Adebowale; Hirschorn, Joel N; Sun, Yan V; Wyatt, Sharon B; Penman, Alan D; Palmas, Walter; Rotter, Jerome I; Townsend, Raymond R; Doumatey, Ayo P; Tayo, Bamidele O; Mosley, Thomas H Jr; Lyon, Helen N; Kang, Sun J; Rotimi, Charles N; Cooper, Richard S; Franceschini, Nora; Curb, J David; Martin, Lisa W; Eaton, Charles B; Kardia, Sharon L R; Taylor, Herman A; Caulfield, Mark J; Ehret, Georg B; Johnson, Toby; Chakravarti, Aravinda; Zhu, Xiaofeng; Levy, Daniel
The prevalence of hypertension in African Americans (AAs) is higher than in other US groups; yet, few have performed genome-wide association studies (GWASs) in AA. Among people of European descent, GWASs have identified genetic variants at 13 loci that are associated with blood pressure. It is unknown if these variants confer susceptibility in people of African ancestry. Here, we examined genome-wide and candidate gene associations with systolic blood pressure (SBP) and diastolic blood pressure (DBP) using the Candidate Gene Association Resource (CARe) consortium consisting of 8591 AAs. Genotypes included genome-wide single-nucleotide polymorphism (SNP) data utilizing the Affymetrix 6.0 array with imputation to 2.5 million HapMap SNPs and candidate gene SNP data utilizing a 50K cardiovascular gene-centric array (ITMAT-Broad-CARe [IBC] array). For Affymetrix data, the strongest signal for DBP was rs10474346 (P= 3.6 x 10(-8)) located near GPR98 and ARRDC3. For SBP, the strongest signal was rs2258119 in C21orf91 (P= 4.7 x 10(-8)). The top IBC association for SBP was rs2012318 (P= 6.4 x 10(-6)) near SLC25A42 and for DBP was rs2523586 (P= 1.3 x 10(-6)) near HLA-B. None of the top variants replicated in additional AA (n = 11 882) or European-American (n = 69 899) cohorts. We replicated previously reported European-American blood pressure SNPs in our AA samples (SH2B3, P= 0.009; TBX3-TBX5, P= 0.03; and CSK-ULK3, P= 0.0004). These genetic loci represent the best evidence of genetic influences on SBP and DBP in AAs to date. More broadly, this work supports that notion that blood pressure among AAs is a trait with genetic underpinnings but also with significant complexity.
PMCID:3090190
PMID: 21378095
ISSN: 1460-2083
CID: 2747322
Genome-wide association study of coronary heart disease and its risk factors in 8,090 African Americans: the NHLBI CARe Project
Lettre, Guillaume; Palmer, Cameron D; Young, Taylor; Ejebe, Kenechi G; Allayee, Hooman; Benjamin, Emelia J; Bennett, Franklyn; Bowden, Donald W; Chakravarti, Aravinda; Dreisbach, Al; Farlow, Deborah N; Folsom, Aaron R; Fornage, Myriam; Forrester, Terrence; Fox, Ervin; Haiman, Christopher A; Hartiala, Jaana; Harris, Tamara B; Hazen, Stanley L; Heckbert, Susan R; Henderson, Brian E; Hirschhorn, Joel N; Keating, Brendan J; Kritchevsky, Stephen B; Larkin, Emma; Li, Mingyao; Rudock, Megan E; McKenzie, Colin A; Meigs, James B; Meng, Yang A; Mosley, Tom H; Newman, Anne B; Newton-Cheh, Christopher H; Paltoo, Dina N; Papanicolaou, George J; Patterson, Nick; Post, Wendy S; Psaty, Bruce M; Qasim, Atif N; Qu, Liming; Rader, Daniel J; Redline, Susan; Reilly, Muredach P; Reiner, Alexander P; Rich, Stephen S; Rotter, Jerome I; Liu, Yongmei; Shrader, Peter; Siscovick, David S; Tang, W H Wilson; Taylor, Herman A; Tracy, Russell P; Vasan, Ramachandran S; Waters, Kevin M; Wilks, Rainford; Wilson, James G; Fabsitz, Richard R; Gabriel, Stacey B; Kathiresan, Sekar; Boerwinkle, Eric
Coronary heart disease (CHD) is the leading cause of mortality in African Americans. To identify common genetic polymorphisms associated with CHD and its risk factors (LDL- and HDL-cholesterol (LDL-C and HDL-C), hypertension, smoking, and type-2 diabetes) in individuals of African ancestry, we performed a genome-wide association study (GWAS) in 8,090 African Americans from five population-based cohorts. We replicated 17 loci previously associated with CHD or its risk factors in Caucasians. For five of these regions (CHD: CDKN2A/CDKN2B; HDL-C: FADS1-3, PLTP, LPL, and ABCA1), we could leverage the distinct linkage disequilibrium (LD) patterns in African Americans to identify DNA polymorphisms more strongly associated with the phenotypes than the previously reported index SNPs found in Caucasian populations. We also developed a new approach for association testing in admixed populations that uses allelic and local ancestry variation. Using this method, we discovered several loci that would have been missed using the basic allelic and global ancestry information only. Our conclusions suggest that no major loci uniquely explain the high prevalence of CHD in African Americans. Our project has developed resources and methods that address both admixture- and SNP-association to maximize power for genetic discovery in even larger African-American consortia.
PMCID:3037413
PMID: 21347282
ISSN: 1553-7404
CID: 2747332
An integrated expression phenotype mapping approach defines common variants in LEP, ALOX15 and CAPNS1 associated with induction of IL-6
Fairfax, Benjamin P; Vannberg, Fredrik O; Radhakrishnan, Jayachandran; Hakonarson, Hakon; Keating, Brendan J; Hill, Adrian V S; Knight, Julian C
Interleukin-6 (IL-6) is an important modulator of inflammation and immunity whose dysregulation is associated with a number of disease states. There is evidence of significant heritability in inter-individual variation in IL6 gene expression but the genetic variants responsible for this remain to be defined. We adopted a combined approach of mapping protein and expression quantitative trait loci in peripheral blood mononuclear cells using high-density single-nucleotide polymorphism (SNP) typing for approximately 2000 loci implicated in cardiovascular, metabolic and inflammatory syndromes to show that common SNP markers and haplotypes of LEP (encoding leptin) associate with a 1.7- to 2-fold higher level of lipopolysaccharide (LPS)-induced IL-6 expression. We subsequently demonstrate that basal leptin expression significantly correlates with LPS-induced IL-6 expression and that the same variants at LEP which associate with IL-6 expression are also major determinants of leptin expression in these cells. We find that variation involving two other genomic regions, CAPNS1 (encoding calpain small subunit 1) and ALOX15 (encoding arachidonate 15-lipoxygenase), show significant association with IL-6 expression. Although this may be a subset of all such trans-acting effects, we find that the same ALOX15 variants are associated with induced expression of tumour necrosis factor and IL-1beta consistent with a broader role in acute inflammation for ALOX15. This study provides evidence of novel genetic determinants of IL-6 production with implications for understanding susceptibility to inflammatory disease processes and insight into cross talk between metabolic and inflammatory pathways. It also provides proof of concept for use of an integrated expression phenotype mapping approach.
PMCID:2807371
PMID: 19942621
ISSN: 1460-2083
CID: 5477732
Common variants in HSPB7 and FRMD4B associated with advanced heart failure
Cappola, Thomas P; Li, Mingyao; He, Jing; Ky, Bonnie; Gilmore, Joan; Qu, Liming; Keating, Brendan; Reilly, Muredach; Kim, Cecelia E; Glessner, Joseph; Frackelton, Edward; Hakonarson, Hakon; Syed, Faisel; Hindes, Anna; Matkovich, Scot J; Cresci, Sharon; Dorn, Gerald W
BACKGROUND:Heart failure results from abnormalities in multiple biological processes that contribute to cardiac dysfunction. We tested the hypothesis that inherited variation in genes of known importance to cardiovascular biology would thus contribute to heart failure risk. METHODS AND RESULTS/RESULTS:We used the ITMAT/Broad/CARe cardiovascular single-nucleotide polymorphism array to screen referral populations of patients with advanced heart failure for variants in approximately 2000 genes of predicted importance to cardiovascular biology. Our design was a 2-stage case-control study. In stage 1, genotypes in Caucasian patients with heart failure (n=1590; ejection fraction, 32+/-16%) were compared with those in unaffected controls (n=577; ejection fraction, 67+/-8%) who were recruited from the same referral centers. Associations were tested for independent replication in stage 2 (308 cases and 2314 controls). Two intronic single-nucleotide polymorphisms showed replicated associations with all-cause heart failure as follows: rs1739843 in HSPB7 (combined P=3.09x10(-6)) and rs6787362 in FRMD4B (P=6.09x10(-6)). For both single-nucleotide polymorphisms, the minor allele was protective. In subgroup analyses, rs1739843 associated with both ischemic and nonischemic heart failure, whereas rs6787362 associated principally with ischemic heart failure. Linkage disequilibrium surrounding rs1739843 suggested that the causal variant resides in a region containing HSPB7 and a neighboring gene, CLCNKA, whereas the causal variant near rs6787362 is probably within FRMD4B. Allele frequencies for these single-nucleotide polymorphisms were substantially different in African Americans (635 cases and 714 controls) and showed no association with heart failure in this population. CONCLUSIONS:Our findings identify regions containing HSPB7 and FRMD4B as novel susceptibility loci for advanced heart failure. More broadly, in an era of genome-wide association studies, we demonstrate how knowledge of candidate genes can be leveraged as a complementary strategy to discern the genetics of complex disorders.
PMCID:2957840
PMID: 20124441
ISSN: 1942-3268
CID: 5477742
Candidate gene association resource (CARe): design, methods, and proof of concept
Musunuru, Kiran; Lettre, Guillaume; Young, Taylor; Farlow, Deborah N; Pirruccello, James P; Ejebe, Kenechi G; Keating, Brendan J; Yang, Qiong; Chen, Ming-Huei; Lapchyk, Nina; Crenshaw, Andrew; Ziaugra, Liuda; Rachupka, Anthony; Benjamin, Emelia J; Cupples, L Adrienne; Fornage, Myriam; Fox, Ervin R; Heckbert, Susan R; Hirschhorn, Joel N; Newton-Cheh, Christopher; Nizzari, Marcia M; Paltoo, Dina N; Papanicolaou, George J; Patel, Sanjay R; Psaty, Bruce M; Rader, Daniel J; Redline, Susan; Rich, Stephen S; Rotter, Jerome I; Taylor, Herman A; Tracy, Russell P; Vasan, Ramachandran S; Wilson, James G; Kathiresan, Sekar; Fabsitz, Richard R; Boerwinkle, Eric; Gabriel, Stacey B
BACKGROUND:The National Heart, Lung, and Blood Institute's Candidate Gene Association Resource (CARe), a planned cross-cohort analysis of genetic variation in cardiovascular, pulmonary, hematologic, and sleep-related traits, comprises >40,000 participants representing 4 ethnic groups in 9 community-based cohorts. The goals of CARe include the discovery of new variants associated with traits using a candidate gene approach and the discovery of new variants using the genome-wide association mapping approach specifically in African Americans. METHODS AND RESULTS/RESULTS:CARe has assembled DNA samples for >40,000 individuals self-identified as European American, African American, Hispanic, or Chinese American, with accompanying data on hundreds of phenotypes that have been standardized and deposited in the CARe Phenotype Database. All participants were genotyped for 7 single-nucleotide polymorphisms (SNPs) selected based on prior association evidence. We performed association analyses relating each of these SNPs to lipid traits, stratified by sex and ethnicity, and adjusted for age and age squared. In at least 2 of the ethnic groups, SNPs near CETP, LIPC, and LPL strongly replicated for association with high-density lipoprotein cholesterol concentrations, PCSK9 with low-density lipoprotein cholesterol levels, and LPL and APOA5 with serum triglycerides. Notably, some SNPs showed varying effect sizes and significance of association in different ethnic groups. CONCLUSIONS:The CARe Pilot Study validates the operational framework for phenotype collection, SNP genotyping, and analytic pipeline of the CARe project and validates the planned candidate gene study of approximately 2000 biological candidate loci in all participants and genome-wide association study in approximately 8000 African American participants. CARe will serve as a valuable resource for the scientific community.
PMCID:3048024
PMID: 20400780
ISSN: 1942-3268
CID: 5477752
The role of height-associated loci identified in genome wide association studies in the determination of pediatric stature
Zhao, Jianhua; Li, Mingyao; Bradfield, Jonathan P; Zhang, Haitao; Mentch, Frank D; Wang, Kai; Sleiman, Patrick M; Kim, Cecilia E; Glessner, Joseph T; Hou, Cuiping; Keating, Brendan J; Thomas, Kelly A; Garris, Maria L; Deliard, Sandra; Frackelton, Edward C; Otieno, F George; Chiavacci, Rosetta M; Berkowitz, Robert I; Hakonarson, Hakon; Grant, Struan F A
BACKGROUND:Human height is considered highly heritable and correlated with certain disorders, such as type 2 diabetes and cancer. Despite environmental influences, genetic factors are known to play an important role in stature determination. A number of genetic determinants of adult height have already been established through genome wide association studies. METHODS:To examine 51 single nucleotide polymorphisms (SNPs) corresponding to the 46 previously reported genomic loci for height in 8,184 European American children with height measurements. We leveraged genotyping data from our ongoing GWA study of height variation in children in order to query the 51 SNPs in this pediatric cohort. RESULTS:Sixteen of these SNPs yielded at least nominally significant association to height, representing fifteen different loci including EFEMP1-PNPT1, GPR126, C6orf173, SPAG17, Histone class 1, HLA class III and GDF5-UQCC. Other loci revealed no evidence for association, including HMGA1 and HMGA2. For the 16 associated variants, the genotype score explained 1.64% of the total variation for height z-score. CONCLUSION/CONCLUSIONS:Among 46 loci that have been reported to associate with adult height to date, at least 15 also contribute to the determination of height in childhood.
PMCID:2894790
PMID: 20546612
ISSN: 1471-2350
CID: 5477762
Leprosy and the adaptation of human toll-like receptor 1
Wong, Sunny H; Gochhait, Sailesh; Malhotra, Dheeraj; Pettersson, Fredrik H; Teo, Yik Y; Khor, Chiea C; Rautanen, Anna; Chapman, Stephen J; Mills, Tara C; Srivastava, Amit; Rudko, Aleksey; Freidin, Maxim B; Puzyrev, Valery P; Ali, Shafat; Aggarwal, Shweta; Chopra, Rupali; Reddy, Belum S N; Garg, Vijay K; Roy, Suchismita; Meisner, Sarah; Hazra, Sunil K; Saha, Bibhuti; Floyd, Sian; Keating, Brendan J; Kim, Cecilia; Fairfax, Benjamin P; Knight, Julian C; Hill, Philip C; Adegbola, Richard A; Hakonarson, Hakon; Fine, Paul E M; Pitchappan, Ramasamy M; Bamezai, Rameshwar N K; Hill, Adrian V S; Vannberg, Fredrik O
Leprosy is an infectious disease caused by the obligate intracellular pathogen Mycobacterium leprae and remains endemic in many parts of the world. Despite several major studies on susceptibility to leprosy, few genomic loci have been replicated independently. We have conducted an association analysis of more than 1,500 individuals from different case-control and family studies, and observed consistent associations between genetic variants in both TLR1 and the HLA-DRB1/DQA1 regions with susceptibility to leprosy (TLR1 I602S, case-control P = 5.7 x 10(-8), OR = 0.31, 95% CI = 0.20-0.48, and HLA-DQA1 rs1071630, case-control P = 4.9 x 10(-14), OR = 0.43, 95% CI = 0.35-0.54). The effect sizes of these associations suggest that TLR1 and HLA-DRB1/DQA1 are major susceptibility genes in susceptibility to leprosy. Further population differentiation analysis shows that the TLR1 locus is extremely differentiated. The protective dysfunctional 602S allele is rare in Africa but expands to become the dominant allele among individuals of European descent. This supports the hypothesis that this locus may be under selection from mycobacteria or other pathogens that are recognized by TLR1 and its co-receptors. These observations provide insight into the long standing host-pathogen relationship between human and mycobacteria and highlight the key role of the TLR pathway in infectious diseases.
PMCID:2895660
PMID: 20617178
ISSN: 1553-7374
CID: 5477772
Association of the vitamin D metabolism gene CYP24A1 with coronary artery calcification
Shen, Haiqing; Bielak, Lawrence F; Ferguson, Jane F; Streeten, Elizabeth A; Yerges-Armstrong, Laura M; Liu, Jie; Post, Wendy; O'Connell, Jeffery R; Hixson, James E; Kardia, Sharon L R; Sun, Yan V; Jhun, Min A; Wang, Xuexia; Mehta, Nehal N; Li, Mingyao; Koller, Daniel L; Hakonarson, Hakan; Keating, Brendan J; Rader, Daniel J; Shuldiner, Alan R; Peyser, Patricia A; Reilly, Muredach P; Mitchell, Braxton D
OBJECTIVE:The vitamin D endocrine system is essential for calcium homeostasis, and low levels of vitamin D metabolites have been associated with cardiovascular disease risk. We hypothesized that DNA sequence variation in genes regulating vitamin D metabolism and signaling pathways might influence variation in coronary artery calcification (CAC). METHODS AND RESULTS/RESULTS:We genotyped single-nucleotide polymorphisms (SNPs) in GC, CYP27B1, CYP24A1, and VDR and tested their association with CAC quantity, as measured by electron beam computed tomography. Initial association studies were carried out in a discovery sample comprising 697 Amish subjects, and SNPs nominally associated with CAC quantity (4 SNPs in CYP24A1, P=0.008 to 0.00003) were then tested for association with CAC quantity in 2 independent cohorts of subjects of white European ancestry (Genetic Epidemiology Network of Arteriopathy study [n=916] and the Penn Coronary Artery Calcification sample [n=2061]). One of the 4 SNPs, rs2762939, was associated with CAC quantity in both the Genetic Epidemiology Network of Arteriopathy (P=0.007) and Penn Coronary Artery Calcification (P=0.01) studies. In all 3 populations, the rs2762939 C allele was associated with lower CAC quantity. Metaanalysis for the association of this SNP with CAC quantity across all 3 studies yielded a P value of 2.9×10(-6). CONCLUSIONS:A common SNP in the CYP24A1 gene was associated with CAC quantity in 3 independent populations. This result suggests a role for vitamin D metabolism in the development of CAC quantity.
PMID: 20847308
ISSN: 1524-4636
CID: 5477782
Comprehensive Candidate Gene Association Study of Peripheral Arterial Disease in Type 2 Diabetes [Meeting Abstract]
Eraso, Luis H.; Ferguson, Jane; Mehta, Nehal N.; Li, Mingyao; Keating, Brendan; Mohler, Emile R., III; Reilly, Muredach P.
ISI:000283234800470
ISSN: 1079-5642
CID: 5479052
Gene-Centric Approach Identifies New and Known Loci for Factor VIII Activity and Von Willebrand Factor Antigen In the Candidate Gene Association Resource (CARe) Consortium [Meeting Abstract]
Tang, Weihong; Cushman, Mary; Basu, Saonli; Green, David; Reiner, Alexander P.; Delaney, Joseph A.; Lange, Leslie A.; Smith, Nicholas L.; Tracy, Russell P.; Wilson, James G.; Tofler, Geoffrey; Yang, Qiong; Keating, Brendan J.; Taylor, Herman; Jacobs, David; O\Donnell, Christopher J.; Folsom, Aaron R.
ISI:000289662200807
ISSN: 0006-4971
CID: 5479062