RDL logo
About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User Guide
​
​
Sign inGet started
​
​

About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User Guide

Sign inGet started
RDL logo

Verified research datasets. Instant access. Built for collaboration.

Navigation

About

Aims and Scope

Advisory Board Members

More

Who We Are?

Add Raw Data

User Guide

Legal

Privacy Policy

Terms of Service

Support

Got an issue? Email us directly.

Email: info@rawdatalibrary.netOpen Mail App
​
​

© 2025 Raw Data Library. All rights reserved.
PrivacyTerms
  1. Raw Data Library
  2. /
  3. Publications
  4. /
  5. Multiethnic Exome-Wide Association Study of Subclinical Atherosclerosis

Verified authors • Institutional access • DOI aware
50,000+ researchers120,000+ datasets90% satisfaction
Article
English
2016

Multiethnic Exome-Wide Association Study of Subclinical Atherosclerosis

0 Datasets

0 Files

English
2016
Circulation Cardiovascular Genetics
Vol 9 (6)
DOI: 10.1161/circgenetics.116.001572

Get instant academic access to this publication’s datasets.

Create free accountHow it works

Frequently asked questions

Is access really free for academics and students?

Yes. After verification, you can browse and download datasets at no cost. Some premium assets may require author approval.

How is my data protected?

Files are stored on encrypted storage. Access is restricted to verified users and all downloads are logged.

Can I request additional materials?

Yes, message the author after sign-up to request supplementary files or replication code.

Advance your research today

Join 50,000+ researchers worldwide. Get instant access to peer-reviewed datasets, advanced analytics, and global collaboration tools.

Get free academic accessLearn more
✓ Immediate verification • ✓ Free institutional access • ✓ Global collaboration
Access Research Data

Join our academic network to download verified datasets and collaborate with researchers worldwide.

Get Free Access
Institutional SSO
Secure
This PDF is not available in different languages.
No localized PDFs are currently available.
Frits R. Rosendaal
Frits R. Rosendaal

Leiden University

Verified
Pradeep Natarajan
Joshua C. Bis
Lawrence F. Bielak
+97 more

Abstract

The burden of subclinical atherosclerosis in asymptomatic individuals is heritable and associated with elevated risk of developing clinical coronary heart disease. We sought to identify genetic variants in protein-coding regions associated with subclinical atherosclerosis and the risk of subsequent coronary heart disease.We studied a total of 25 109 European ancestry and African ancestry participants with coronary artery calcification (CAC) measured by cardiac computed tomography and 52 869 participants with common carotid intima-media thickness measured by ultrasonography within the CHARGE Consortium (Cohorts for Heart and Aging Research in Genomic Epidemiology). Participants were genotyped for 247 870 DNA sequence variants (231 539 in exons) across the genome. A meta-analysis of exome-wide association studies was performed across cohorts for CAC and carotid intima-media thickness. APOB p.Arg3527Gln was associated with 4-fold excess CAC (P=3×10-10). The APOE ε2 allele (p.Arg176Cys) was associated with both 22.3% reduced CAC (P=1×10-12) and 1.4% reduced carotid intima-media thickness (P=4×10-14) in carriers compared with noncarriers. In secondary analyses conditioning on low-density lipoprotein cholesterol concentration, the ε2 protective association with CAC, although attenuated, remained strongly significant. Additionally, the presence of ε2 was associated with reduced risk for coronary heart disease (odds ratio 0.77; P=1×10-11).Exome-wide association meta-analysis demonstrates that protein-coding variants in APOB and APOE associate with subclinical atherosclerosis. APOE ε2 represents the first significant association for multiple subclinical atherosclerosis traits across multiple ethnicities, as well as clinical coronary heart disease.

How to cite this publication

Pradeep Natarajan, Joshua C. Bis, Lawrence F. Bielak, Amanda J. Cox, Marcus Dörr, Mary F. Feitosa, Nora Franceschini, Xiuqing Guo, Shih-Jen Hwang, Aaron Isaacs, Min A. Jhun, Maryam Kavousi, Ruifang Li‐Gao, Leo‐Pekka Lyytikäinen, Riccardo E. Marioni, Ulf Schminke, Nathan O. Stitziel, Hayato Tada, Jessica van Setten, Albert V. Smith, Dina Vojinović, Lisa R. Yanek, Jie Yao, Laura M. Yerges-Armstrong, Najaf Amin, Usman Baber, Ingrid B. Borecki, J. Jeffrey Carr, Yii-Der Ida Chen, L. Adrienne Cupples, Pim A. de Jong, Harry J. de Koning, Bob D. de Vos, Ayşe Demirkan, Valentı́n Fuster, Oscar H. Franco, Mark O. Goodarzi, Tamara B. Harris, Susan R. Heckbert, Gerardo Heiss, Udo Hoffmann, Albert Hofman, Ivana Išgum, J. Wouter Jukema, Mika Kähönen, Sharon L. R. Kardia, Brian G. Kral, Lenore J. Launer, Joseph M. Massaro, Roxana Mehran, Braxton D. Mitchell, Thomas H. Mosley, Renée de Mutsert, Anne B. Newman, Khanh-Dung H. Nguyen, Kari E. North, Jeffrey R. O’Connell, Matthijs Oudkerk, James S. Pankow, Gina M. Peloso, Wendy S. Post, Michael A. Province, Laura M. Raffield, Olli T. Raitakari, Dermot F. Reilly, Fernando Rivadeneira, Frits R. Rosendaal, Samantha Sartori, Kent D. Taylor, Alexander Teumer, Stella Trompet, Stephen T. Turner, André G. Uitterlinden, Dhananjay Vaidya, Aad van der Lugt, Uwe Völker, Joanna M. Wardlaw, Christina L. Wassel, Stefan Weiß, Mary K. Wojczynski, Diane M. Becker, Lewis C. Becker, Eric Boerwinkle, Donald W. Bowden, Ian J. Deary, Abbas Dehghan, Stephan B. Felix, Vilmundur Guðnason, Terho Lehtimäki, Rasika A. Mathias, Dennis O. Mook‐Kanamori, Bruce M. Psaty, Daniel J. Rader, Jerome I. Rotter, James G. Wilson, Cornelia M. van Duijn, Henry Völzke, Sekar Kathiresan, Patricia A. Peyser, Christopher J. O’Donnell (2016). Multiethnic Exome-Wide Association Study of Subclinical Atherosclerosis. Circulation Cardiovascular Genetics, 9(6), pp. 511-520, DOI: 10.1161/circgenetics.116.001572.

Related publications

Why join Raw Data Library?

Quality

Datasets shared by verified academics with rich metadata and previews.

Control

Authors choose access levels; downloads are logged for transparency.

Free for Academia

Students and faculty get instant access after verification.

Publication Details

Type

Article

Year

2016

Authors

100

Datasets

0

Total Files

0

Language

English

Journal

Circulation Cardiovascular Genetics

DOI

10.1161/circgenetics.116.001572

Join Research Community

Access datasets from 50,000+ researchers worldwide with institutional verification.

Get Free Access