Loci identified by a genome‐wide association study of carotid artery stenosis in the eMERGE network

Carotid artery atherosclerotic disease (CAAD) is a risk factor for stroke. We used a genome‐wide association (GWAS) approach to discover genetic variants associated with CAAD in participants in the electronic Medical Records and Genomics (eMERGE) Network. We identified adult CAAD cases with unilateral or bilateral carotid artery stenosis and controls without evidence of stenosis from electronic health records at eight eMERGE sites. We performed GWAS with a model adjusting for age, sex, study site, and genetic principal components of ancestry. In eMERGE we found 1793 CAAD cases and 17,958 controls. Two loci reached genome‐wide significance, on chr6 in LPA (rs10455872, odds ratio [OR] (95% confidence interval [CI]) = 1.50 (1.30–1.73), p = 2.1 × 10−8) and on chr7, an intergenic single nucleotide variant (SNV; rs6952610, OR (95% CI) = 1.25 (1.16–1.36), p = 4.3 × 10−8). The chr7 association remained significant in the presence of the LPA SNV as a covariate. The LPA SNV was also associated with coronary heart disease (CHD; 4199 cases and 11,679 controls) in this study (OR (95% CI) = 1.27 (1.13–1.43), p = 5 × 10−5) but the chr7 SNV was not (OR (95% CI) = 1.03 (0.97–1.09), p = .37). Both variants replicated in UK Biobank. Elevated lipoprotein(a) concentrations ([Lp(a)]) and LPA variants associated with elevated [Lp(a)] have previously been associated with CAAD and CHD, including rs10455872. With electronic health record phenotypes in eMERGE and UKB, we replicated a previously known association and identified a novel locus associated with CAAD.

[1]  W. Guan,et al.  Race-Based Differences in Lipoprotein(a)-Associated Risk of Carotid Atherosclerosis: The Multi-Ethnic Study of Atherosclerosis , 2019, Arteriosclerosis, thrombosis, and vascular biology.

[2]  Matthew S. Lebo,et al.  The eMERGE genotype set of 83,717 subjects imputed to ~40 million variants genome wide and association with the herpes zoster medical record phenotype , 2018, Genetic epidemiology.

[3]  George Hripcsak,et al.  LPA Variants Are Associated With Residual Cardiovascular Risk in Patients Receiving Statins , 2018, Circulation.

[4]  D. Tárnoki,et al.  Carotid Artery Atherosclerosis: A Review on Heritability and Genetics , 2018, Twin Research and Human Genetics.

[5]  James R. Staley,et al.  Association of LPA Variants With Risk of Coronary Disease and the Implications for Lipoprotein(a)-Lowering Therapies: A Mendelian Randomization Analysis , 2018, JAMA cardiology.

[6]  B. Nordestgaard,et al.  Advances in lipid-lowering therapy through gene-silencing technologies , 2018, Nature Reviews Cardiology.

[7]  Lars G Fritsche,et al.  Efficiently controlling for case-control imbalance and sample relatedness in large-scale genetic association studies , 2017, Nature Genetics.

[8]  Sherri Rose,et al.  Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings , 2017, J. Am. Medical Informatics Assoc..

[9]  J. Danesh,et al.  Association analyses based on false discovery rate implicate new loci for coronary artery disease , 2017, Nature Genetics.

[10]  M. Hoshino,et al.  Neuronal Migration and AUTS2 Syndrome , 2017, Brain sciences.

[11]  A. Khera,et al.  Genetics of coronary artery disease: discovery, biology and clinical translation , 2017, Nature Reviews Genetics.

[12]  Gonçalo R. Abecasis,et al.  Phenotypic Characterization of Genetically Lowered Human Lipoprotein(a) Levels. , 2016, Journal of the American College of Cardiology.

[13]  Alan M. Kwong,et al.  Next-generation genotype imputation service and methods , 2016, Nature Genetics.

[14]  Shane A. McCarthy,et al.  Reference-based phasing using the Haplotype Reference Consortium panel , 2016, Nature Genetics.

[15]  J. Schuurs-Hoeijmakers,et al.  A detailed clinical analysis of 13 patients with AUTS2 syndrome further delineates the phenotypic spectrum and underscores the behavioural phenotype , 2016, Journal of Medical Genetics.

[16]  Identifi cation of additional risk loci for stroke and small vessel disease : a meta-analysis of genome-wide association , 2016 .

[17]  J. Danesh,et al.  A comprehensive 1000 Genomes-based genome-wide association meta-analysis of coronary artery disease , 2016 .

[18]  P. Elliott,et al.  UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age , 2015, PLoS medicine.

[19]  T. Warnow,et al.  Phylogenomic analyses data of the avian phylogenomics project , 2015, GigaScience.

[20]  Carson C Chow,et al.  Second-generation PLINK: rising to the challenge of larger and richer datasets , 2014, GigaScience.

[21]  J. Haines,et al.  eMERGEing progress in genomics—the first seven years , 2014, Front. Genet..

[22]  Pankaj Sharma,et al.  Shared Genetic Susceptibility to Ischemic Stroke and Coronary Artery Disease: A Genome-Wide Analysis of Common Variants , 2014, Stroke.

[23]  A. Khera,et al.  Lipoprotein(a) Concentrations, Rosuvastatin Therapy, and Residual Vascular Risk: An Analysis From the JUPITER Trial (Justification for the Use of Statins in Prevention An Intervention Trial Evaluating Rosuvastatin) , 2013, Circulation.

[24]  Jean-François Zagury,et al.  Haplotype estimation using sequencing reads. , 2013, American journal of human genetics.

[25]  O. Melander,et al.  Are 25 SNPs from the CARDIoGRAM study associated with ischaemic stroke? , 2013, European journal of neurology.

[26]  Melissa A. Basford,et al.  The Electronic Medical Records and Genomics (eMERGE) Network: past, present, and future , 2013, Genetics in Medicine.

[27]  Rex L. Chisholm At the Interface between Medical Informatics and Personalized Medicine: The eMERGE Network Experience , 2013, Healthcare informatics research.

[28]  O. Delaneau,et al.  Supplementary Information for ‘ Improved whole chromosome phasing for disease and population genetic studies ’ , 2012 .

[29]  Data production leads,et al.  An integrated encyclopedia of DNA elements in the human genome , 2012 .

[30]  ENCODEConsortium,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[31]  P. Ridker,et al.  Genetic Determinants of Statin-Induced Low-Density Lipoprotein Cholesterol Reduction: The Justification for the Use of Statins in Prevention: An Intervention Trial Evaluating Rosuvastatin (JUPITER) Trial , 2012, Circulation. Cardiovascular genetics.

[32]  Suzette J. Bielinski,et al.  Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study , 2012, J. Am. Medical Informatics Assoc..

[33]  Manolis Kellis,et al.  HaploReg: a resource for exploring chromatin states, conservation, and regulatory motif alterations within sets of genetically linked variants , 2011, Nucleic Acids Res..

[34]  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.

[35]  M. Rieder,et al.  Variation in LPA Is Associated with Lp(a) Levels in Three Populations from the Third National Health and Nutrition Examination Survey , 2011, PloS one.

[36]  Gail P Jarvik,et al.  Genetic Variation in LPAL2, LPA, and PLG Predicts Plasma Lipoprotein(a) Level and Carotid Artery Disease Risk , 2011, Stroke.

[37]  Wendy A. Wolf,et al.  The eMERGE Network: A consortium of biorepositories linked to electronic medical records data for conducting genomic studies , 2011, BMC Medical Genomics.

[38]  Jin Fan,et al.  Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease , 2010, J. Am. Medical Informatics Assoc..

[39]  Alkes L. Price,et al.  New approaches to population stratification in genome-wide association studies , 2010, Nature Reviews Genetics.

[40]  Marylyn D. Ritchie,et al.  PheWAS: demonstrating the feasibility of a phenome-wide scan to discover gene–disease associations , 2010, Bioinform..

[41]  R. Collins,et al.  Genetic variants associated with Lp(a) lipoprotein level and coronary disease. , 2009, The New England journal of medicine.

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

[43]  B. Trask,et al.  Identification of a novel gene on chromosome 7q11.2 interrupted by a translocation breakpoint in a pair of autistic twins. , 2002, Genomics.

[44]  D. Strandness,et al.  Carotid artery duplex scanning , 1987, Journal of clinical ultrasound : JCU.