Genome-wide admixture and association study of subclinical atherosclerosis in the Women’s Interagency HIV Study (WIHS)

Cardiovascular disease (CVD) is a major comorbidity among HIV-infected individuals. Common carotid artery intima-media thickness (cCIMT) is a valid and reliable subclinical measure of atherosclerosis and is known to predict CVD. We performed genome-wide association (GWA) and admixture analysis among 682 HIV-positive and 288 HIV-negative Black, non-Hispanic women from the Women’s Interagency HIV study (WIHS) cohort using a combined and stratified analysis approach. We found some suggestive associations but none of the SNPs reached genome-wide statistical significance in our GWAS analysis. The top GWAS SNPs were rs2280828 in the region intergenic to mediator complex subunit 30 and exostosin glycosyltransferase 1 (MED30 | EXT1) among all women, rs2907092 in the catenin delta 2 (CTNND2) gene among HIV-positive women, and rs7529733 in the region intergenic to family with sequence similarity 5, member C and regulator of G-protein signaling 18 (FAM5C | RGS18) genes among HIV-negative women. The most significant local European ancestry associations were in the region intergenic to the zinc finger and SCAN domain containing 5D gene and NADH: ubiquinone oxidoreductase complex assembly factor 1 (ZSCAN5D | NDUF1) pseudogene on chromosome 19 among all women, in the region intergenic to vomeronasal 1 receptor 6 pseudogene and zinc finger protein 845 (VN1R6P | ZNF845) gene on chromosome 19 among HIV-positive women, and in the region intergenic to the SEC23-interacting protein and phosphatidic acid phosphatase type 2 domain containing 1A (SEC23IP | PPAPDC1A) genes located on chromosome 10 among HIV-negative women. A number of previously identified SNP associations with cCIMT were also observed and included rs2572204 in the ryanodine receptor 3 (RYR3) and an admixture region in the secretion-regulating guanine nucleotide exchange factor (SERGEF) gene. We report several SNPs and gene regions in the GWAS and admixture analysis, some of which are common across HIV-positive and HIV-negative women as demonstrated using meta-analysis, and also across the two analytic approaches (i.e., GWA and admixture). These findings suggest that local European ancestry plays an important role in genetic associations of cCIMT among black women from WIHS along with other environmental factors that are related to CVD and may also be triggered by HIV. These findings warrant confirmation in independent samples.

[1]  Jasmin Divers,et al.  Admixture Mapping of Subclinical Atherosclerosis and Subsequent Clinical Events Among African Americans in 2 Large Cohort Studies , 2017, Circulation. Cardiovascular genetics.

[2]  N. Limdi,et al.  Local Ancestry and Clinical Cardiovascular Events Among African Americans From the Atherosclerosis Risk in Communities Study , 2017, Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease.

[3]  F. Kronenberg,et al.  Linkage and Association Analysis Identifies TRAF1 Influencing Common Carotid Intima–Media Thickness , 2016, Stroke.

[4]  Min A. Jhun,et al.  Multiethnic Exome-Wide Association Study of Subclinical Atherosclerosis , 2016, Circulation. Cardiovascular genetics.

[5]  D. Kwiatkowski,et al.  Environmental Correlation Analysis for Genes Associated with Protection against Malaria , 2016, Molecular biology and evolution.

[6]  H. Chiou,et al.  Associations of lipid-related genetic markers with elevated carotid intima-media thickness in middle-age adults and elders. , 2015, International journal of cardiology.

[7]  Qunyuan Zhang,et al.  Admixture mapping of coronary artery calcification in African Americans from the NHLBI family heart study , 2015, BMC Genetics.

[8]  J. Kastelein,et al.  Loss of Function in Heparan Sulfate Elongation Genes EXT1 and EXT 2 Results in Improved Nitric Oxide Bioavailability and Endothelial Function , 2014, Journal of the American Heart Association.

[9]  K. Hirata,et al.  Family with Sequence Similarity 5, Member C (FAM5C) Increases Leukocyte Adhesion Molecules in Vascular Endothelial Cells: Implication in Vascular Inflammation , 2014, PloS one.

[10]  B. Clotet,et al.  Characterization of the Influence of Mediator Complex in HIV-1 Transcription* , 2014, The Journal of Biological Chemistry.

[11]  D. Stram,et al.  The Role of Local Ancestry Adjustment in Association Studies Using Admixed Populations , 2014, Genetic epidemiology.

[12]  Stephanie A. Santorico,et al.  Use of admixture and association for detection of quantitative trait loci in the Type 2 Diabetes Genetic Exploration by Next-Generation Sequencing in Ethnic Samples (T2D-GENES) study , 2014, BMC Proceedings.

[13]  C. Napoli,et al.  The roles of mediator complex in cardiovascular diseases. , 2014, Biochimica et biophysica acta.

[14]  R. Gibbs,et al.  Sequencing of 2 Subclinical Atherosclerosis Candidate Regions in 3669 Individuals: Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium Targeted Sequencing Study , 2014, Circulation. Cardiovascular genetics.

[15]  Mardge H. Cohen,et al.  RYR3 gene variants in subclinical atherosclerosis among HIV-infected women in the Women's Interagency HIV Study (WIHS). , 2014, Atherosclerosis.

[16]  N. Tanaka,et al.  Higher cardiorespiratory fitness attenuates the risk of atherosclerosis associated with ADRB3 Trp64Arg polymorphism , 2014, European Journal of Applied Physiology.

[17]  D. Arnett,et al.  HIV, inflammation, and calcium in atherosclerosis. , 2014, Arteriosclerosis, thrombosis, and vascular biology.

[18]  J. Brooks,et al.  Updates of Lifetime Costs of Care and Quality-of-Life Estimates for HIV-Infected Persons in the United States: Late Versus Early Diagnosis and Entry Into Care , 2013, Journal of acquired immune deficiency syndromes.

[19]  V. Triant Cardiovascular Disease and HIV Infection , 2013, Current HIV/AIDS Reports.

[20]  Carolyn M. Brown,et al.  Hospitalizations for cardiovascular disease in African Americans and whites with HIV/AIDS. , 2013, Population health management.

[21]  T. Lehtimäki,et al.  Evidence HDAC9 Genetic Variant Associated With Ischemic Stroke Increases Risk via Promoting Carotid Atherosclerosis , 2013, Stroke.

[22]  Mardge H. Cohen,et al.  Tenofovir Use and Urinary Biomarkers Among HIV-Infected Women in the Women's Interagency HIV Study (WIHS) , 2013, Journal of acquired immune deficiency syndromes.

[23]  Eugene I. Drigalenko,et al.  Genetic Architecture of Carotid Artery Intima-Media Thickness in Mexican Americans , 2013, Circulation. Cardiovascular genetics.

[24]  J. Currier,et al.  Ultrasonographic measures of cardiovascular disease risk in antiretroviral treatment-naive individuals with HIV infection , 2013, AIDS.

[25]  Yan V. Sun,et al.  Genome-Wide Association Study of Cardiac Structure and Systolic Function in African Americans: The Candidate Gene Association Resource (CARe) Study , 2013, Circulation. Cardiovascular genetics.

[26]  V. Vaccarino,et al.  Leukotriene A4 hydrolase haplotype, diet and atherosclerosis: a twin study. , 2013, Atherosclerosis.

[27]  Mardge H. Cohen,et al.  Underlying genetic structure impacts the association between CYP2B6 polymorphisms and response to efavirenz and nevirapine , 2012, AIDS.

[28]  J. Meigs,et al.  Comparison of Ischemic Stroke Incidence in HIV-Infected and Non–HIV-Infected Patients in a US Health Care System , 2012, Journal of acquired immune deficiency syndromes.

[29]  L. Kingsley,et al.  Replication of RYR3 gene polymorphism association with cIMT among HIV-infected whites , 2012, AIDS.

[30]  Kai Wang,et al.  wANNOVAR: annotating genetic variants for personal genomes via the web , 2012, Journal of Medical Genetics.

[31]  Pedro C. Avila,et al.  Fast and accurate inference of local ancestry in Latino populations , 2012, Bioinform..

[32]  Carolyn M. Brown,et al.  Cardiovascular Disease in Blacks with HIV/AIDS in the United States: A Systematic Review of the Literature , 2012, The open AIDS journal.

[33]  G. Elia,et al.  Regulator of G-protein signaling 18 integrates activating and inhibitory signaling in platelets. , 2012, Blood.

[34]  Xiaofeng Zhu,et al.  Power Comparison of Admixture Mapping and Direct Association Analysis in Genome‐Wide Association Studies , 2012, Genetic epidemiology.

[35]  R. Sacco,et al.  Fine Mapping Study Reveals Novel Candidate Genes for Carotid Intima-Media Thickness in Dominican Republican Families , 2012, Circulation. Cardiovascular genetics.

[36]  E. Boerwinkle,et al.  Common carotid artery intima-media thickness is as good as carotid intima-media thickness of all carotid artery segments in improving prediction of coronary heart disease risk in the Atherosclerosis Risk in Communities (ARIC) study. , 2012, European heart journal.

[37]  R. Sacco,et al.  Fine Mapping Study Reveals Novel Candidate Genes for Carotid Intima-Media Thickness in Dominican Families , 2012 .

[38]  Daniel Shriner,et al.  Joint Ancestry and Association Testing in Admixed Individuals , 2011, PLoS Comput. Biol..

[39]  W. Rathmann,et al.  Meta-analysis of genome-wide association studies from the CHARGE consortium identifies common variants associated with carotid intima media thickness and plaque , 2011, Nature Genetics.

[40]  J. Connell,et al.  Genotype at the P554L Variant of the Hexose-6 Phosphate Dehydrogenase Gene Is Associated with Carotid Intima-Medial Thickness , 2011, PloS one.

[41]  J. Pankow,et al.  Associations of SNPs in ADIPOQ and Subclinical Cardiovascular Disease in the Multi‐Ethnic Study of Atherosclerosis (MESA) , 2011, Obesity.

[42]  Gary K. Chen,et al.  Enhanced Statistical Tests for GWAS in Admixed Populations: Assessment using African Americans from CARe and a Breast Cancer Consortium , 2011, PLoS genetics.

[43]  Donald W. Bowden,et al.  Genome-Wide Association Study of Coronary Heart Disease and Its Risk Factors in 8,090 African Americans: The NHLBI CARe Project , 2011, PLoS genetics.

[44]  Xiaofeng Zhu,et al.  Interrogating local population structure for fine mapping in genome-wide association studies , 2010, Bioinform..

[45]  Dimitra K. Georgiou,et al.  Ryanodine receptors: structure, expression, molecular details, and function in calcium release. , 2010, Cold Spring Harbor perspectives in biology.

[46]  J. Phair,et al.  Association Between Human Immunodeficiency Virus Infection and Stiffness of the Common Carotid Artery , 2010, Stroke.

[47]  R. Kronmal,et al.  Associations of antiretroviral drug use and HIV-specific risk factors with carotid intima–media thickness , 2010, AIDS.

[48]  C. Winkler,et al.  Admixture mapping comes of age. , 2010, Annual review of genomics and human genetics.

[49]  D. Costagliola,et al.  No evidence for a polyomavirus association or aetiology in AIDS-associated nonsmall cell lung cancer , 2010, AIDS.

[50]  J. Polak,et al.  A genome-wide association study of carotid atherosclerosis in HIV-infected men , 2010, AIDS.

[51]  L. Debusk,et al.  Heterozygous deficiency of δ-catenin impairs pathological angiogenesis , 2010, The Journal of Experimental Medicine.

[52]  R. Kronmal,et al.  Preclinical atherosclerosis due to HIV infection: carotid intima-medial thickness measurements from the FRAM study , 2009, AIDS.

[53]  T. Buchanan,et al.  Replication of calpain-10 genetic association with carotid intima-media thickness. , 2009, Atherosclerosis.

[54]  Mardge H. Cohen,et al.  CYP1A1 genotype modifies the impact of smoking on effectiveness of HAART among women. , 2009, AIDS education and prevention : official publication of the International Society for AIDS Education.

[55]  J. Dartigues,et al.  Fractalkine Receptor/Ligand Genetic Variants and Carotid Intima-Media Thickness , 2009, Stroke.

[56]  C. Zweier,et al.  New Mutations of EXT1 and EXT2 Genes in German Patients with Multiple Osteochondromas , 2009, Annals of human genetics.

[57]  R. Sacco,et al.  Segment-Specific Genetic Effects on Carotid Intima-Media Thickness: The Northern Manhattan Study , 2008, Stroke.

[58]  A. Sharrett,et al.  Low CD4+ T-cell count as a major atherosclerosis risk factor in HIV-infected women and men , 2008, AIDS.

[59]  Vincent Mooser,et al.  Genetic and functional association of FAM5C with myocardial infarction , 2008, BMC Medical Genetics.

[60]  R. Touyz Transient receptor potential melastatin 6 and 7 channels, magnesium transport, and vascular biology: implications in hypertension. , 2008, American journal of physiology. Heart and circulatory physiology.

[61]  H. Steinmetz,et al.  Both long-term HIV infection and highly active antiretroviral therapy are independent risk factors for early carotid atherosclerosis. , 2008, Atherosclerosis.

[62]  P. Amouyel,et al.  Association of OAZ1 Gene Polymorphisms With Subclinical and Clinical Vascular Events , 2007, Arteriosclerosis, thrombosis, and vascular biology.

[63]  J. Murabito,et al.  Genome-wide association study for subclinical atherosclerosis in major arterial territories in the NHLBI's Framingham Heart Study , 2007, BMC Medical Genetics.

[64]  E. Boerwinkle,et al.  Influence of nitric oxide synthase gene polymorphism (G894T) on carotid artery intima-media thickness in adults: the Bogalusa Heart Study. , 2007, Journal of the American Society of Hypertension : JASH.

[65]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[66]  B. Kofler,et al.  The galanin peptide family: receptor pharmacology, pleiotropic biological actions, and implications in health and disease. , 2007, Pharmacology & therapeutics.

[67]  Hang Lee,et al.  Increased acute myocardial infarction rates and cardiovascular risk factors among patients with human immunodeficiency virus disease. , 2007, The Journal of clinical endocrinology and metabolism.

[68]  P. Amouyel,et al.  Association of arginase 1 gene polymorphisms with the risk of myocardial infarction and common carotid intima–media thickness , 2007, Journal of Medical Genetics.

[69]  Matthias W. Lorenz,et al.  Prediction of Clinical Cardiovascular Events With Carotid Intima-Media Thickness: A Systematic Review and Meta-Analysis , 2007, Circulation.

[70]  A. Hofman,et al.  The α-Adducin Gene Is Associated With Macrovascular Complications and Mortality in Patients With Type 2 Diabetes , 2006, Diabetes.

[71]  D. Reich,et al.  Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.

[72]  R. Hegele,et al.  Genetic determinants of carotid ultrasound traits , 2006, Current atherosclerosis reports.

[73]  B. Coll,et al.  HIV-infected patients with lipodystrophy have higher rates of carotid atherosclerosis: the role of monocyte chemoattractant protein-1. , 2006, Cytokine.

[74]  A. Hofman,et al.  The alpha-adducin gene is associated with macrovascular complications and mortality in patients with type 2 diabetes. , 2006, Diabetes.

[75]  B. Coll,et al.  The stromal derived factor-1 mutated allele (SDF1-3′A) is associated with a lower incidence of atherosclerosis in HIV-infected patients , 2005, AIDS.

[76]  M. Young,et al.  The Women's Interagency HIV Study: an Observational Cohort Brings Clinical Sciences to the Bench , 2005, Clinical Diagnostic Laboratory Immunology.

[77]  K. Taylor,et al.  A Genome-Wide Scan for Carotid Artery Intima-Media Thickness: The Mexican-American Coronary Artery Disease Family Study , 2005, Stroke.

[78]  Alexander F. Wilson,et al.  Genetics of ultrasonographic carotid atherosclerosis. , 2004, Arteriosclerosis, thrombosis, and vascular biology.

[79]  Scott M. Williams,et al.  A high-density admixture map for disease gene discovery in african americans. , 2004, American journal of human genetics.

[80]  Jeffrey N. Martin,et al.  Progression of Atherosclerosis as Assessed by Carotid Intima-Media Thickness in Patients With HIV Infection , 2004, Circulation.

[81]  Terrence S. Furey,et al.  The UCSC Table Browser data retrieval tool , 2004, Nucleic Acids Res..

[82]  G. Cooke,et al.  Toll-like receptor 4 polymorphisms and atherogenesis. , 2002, The New England journal of medicine.

[83]  S. Azen,et al.  Estrogen in the prevention of atherosclerosis. A randomized, double-blind, placebo-controlled trial. , 2001, Annals of internal medicine.

[84]  R H Selzer,et al.  Improved common carotid elasticity and intima-media thickness measurements from computer analysis of sequential ultrasound frames. , 2001, Atherosclerosis.

[85]  K. Roeder,et al.  Genomic Control for Association Studies , 1999, Biometrics.

[86]  D. Martindale,et al.  The putative tumour suppressor EXT1 alters the expression of cell-surface heparan sulfate , 1998, Nature Genetics.

[87]  Joseph Feldman,et al.  The Women's Interagency HIV Study , 1998 .

[88]  A. Algra,et al.  Reproducibility of in vivo carotid intima-media thickness measurements: a review. , 1997, Stroke.

[89]  C. Mittal,et al.  Calcium-dependent inhibition of constitutive nitric oxide synthase. , 1994, Biochemical and biophysical research communications.

[90]  O. Hill A Twin Study , 1968, British Journal of Psychiatry.