Literature DB >> 21211616

Genetic basis of autoantibody positive and negative rheumatoid arthritis risk in a multi-ethnic cohort derived from electronic health records.

Fina Kurreeman1, Katherine Liao, Lori Chibnik, Brendan Hickey, Eli Stahl, Vivian Gainer, Gang Li, Lynn Bry, Scott Mahan, Kristin Ardlie, Brian Thomson, Peter Szolovits, Susanne Churchill, Shawn N Murphy, Tianxi Cai, Soumya Raychaudhuri, Isaac Kohane, Elizabeth Karlson, Robert M Plenge.   

Abstract

Discovering and following up on genetic associations with complex phenotypes require large patient cohorts. This is particularly true for patient cohorts of diverse ancestry and clinically relevant subsets of disease. The ability to mine the electronic health records (EHRs) of patients followed as part of routine clinical care provides a potential opportunity to efficiently identify affected cases and unaffected controls for appropriate-sized genetic studies. Here, we demonstrate proof-of-concept that it is possible to use EHR data linked with biospecimens to establish a multi-ethnic case-control cohort for genetic research of a complex disease, rheumatoid arthritis (RA). In 1,515 EHR-derived RA cases and 1,480 controls matched for both genetic ancestry and disease-specific autoantibodies (anti-citrullinated protein antibodies [ACPA]), we demonstrate that the odds ratios and aggregate genetic risk score (GRS) of known RA risk alleles measured in individuals of European ancestry within our EHR cohort are nearly identical to those derived from a genome-wide association study (GWAS) of 5,539 autoantibody-positive RA cases and 20,169 controls. We extend this approach to other ethnic groups and identify a large overlap in the GRS among individuals of European, African, East Asian, and Hispanic ancestry. We also demonstrate that the distribution of a GRS based on 28 non-HLA risk alleles in ACPA+ cases partially overlaps with ACPA- subgroup of RA cases. Our study demonstrates that the genetic basis of rheumatoid arthritis risk is similar among cases of diverse ancestry divided into subsets based on ACPA status and emphasizes the utility of linking EHR clinical data with biospecimens for genetic studies.

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Year:  2011        PMID: 21211616      PMCID: PMC3014362          DOI: 10.1016/j.ajhg.2010.12.007

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  37 in total

1.  Regulation of anti-cyclic citrullinated peptide antibodies in rheumatoid arthritis: contrasting effects of HLA-DR3 and the shared epitope alleles.

Authors:  Patricia Irigoyen; Annette T Lee; Mark H Wener; Wentian Li; Marlena Kern; Franak Batliwalla; Raymond F Lum; Elena Massarotti; Michael Weisman; Claire Bombardier; Elaine F Remmers; Daniel L Kastner; Michael F Seldin; Lindsey A Criswell; Peter K Gregersen
Journal:  Arthritis Rheum       Date:  2005-12

2.  UK Biobank: bank on it.

Authors:  Lyle J Palmer
Journal:  Lancet       Date:  2007-06-16       Impact factor: 79.321

Review 3.  The road to genome-wide association studies.

Authors:  Leonid Kruglyak
Journal:  Nat Rev Genet       Date:  2008-02-19       Impact factor: 53.242

4.  PLINK: a tool set for whole-genome association and population-based linkage analyses.

Authors:  Shaun Purcell; Benjamin Neale; Kathe Todd-Brown; Lori Thomas; Manuel A R Ferreira; David Bender; Julian Maller; Pamela Sklar; Paul I W de Bakker; Mark J Daly; Pak C Sham
Journal:  Am J Hum Genet       Date:  2007-07-25       Impact factor: 11.025

5.  Replication of putative candidate-gene associations with rheumatoid arthritis in >4,000 samples from North America and Sweden: association of susceptibility with PTPN22, CTLA4, and PADI4.

Authors:  Robert M Plenge; Leonid Padyukov; Elaine F Remmers; Shaun Purcell; Annette T Lee; Elizabeth W Karlson; Frederick Wolfe; Daniel L Kastner; Lars Alfredsson; David Altshuler; Peter K Gregersen; Lars Klareskog; John D Rioux
Journal:  Am J Hum Genet       Date:  2005-11-01       Impact factor: 11.025

6.  Novel association in chromosome 4q27 region with rheumatoid arthritis and confirmation of type 1 diabetes point to a general risk locus for autoimmune diseases.

Authors:  Alexandra Zhernakova; Behrooz Z Alizadeh; Marianna Bevova; Miek A van Leeuwen; Marieke J H Coenen; Barbara Franke; Lude Franke; Marcel D Posthumus; David A van Heel; Gerrit van der Steege; Timothy R D J Radstake; Pilar Barrera; Bart O Roep; Bobby P C Koeleman; Cisca Wijmenga
Journal:  Am J Hum Genet       Date:  2007-10-24       Impact factor: 11.025

7.  TRAF1-C5 as a risk locus for rheumatoid arthritis--a genomewide study.

Authors:  Robert M Plenge; Mark Seielstad; Leonid Padyukov; Annette T Lee; Elaine F Remmers; Bo Ding; Anthony Liew; Houman Khalili; Alamelu Chandrasekaran; Leela R L Davies; Wentian Li; Adrian K S Tan; Carine Bonnard; Rick T H Ong; Anbupalam Thalamuthu; Sven Pettersson; Chunyu Liu; Chao Tian; Wei V Chen; John P Carulli; Evan M Beckman; David Altshuler; Lars Alfredsson; Lindsey A Criswell; Christopher I Amos; Michael F Seldin; Daniel L Kastner; Lars Klareskog; Peter K Gregersen
Journal:  N Engl J Med       Date:  2007-09-05       Impact factor: 91.245

8.  Rheumatoid arthritis association at 6q23.

Authors:  Wendy Thomson; Anne Barton; Xiayi Ke; Steve Eyre; Anne Hinks; John Bowes; Rachelle Donn; Deborah Symmons; Samantha Hider; Ian N Bruce; Anthony G Wilson; Ioanna Marinou; Ann Morgan; Paul Emery; Angela Carter; Sophia Steer; Lynne Hocking; David M Reid; Paul Wordsworth; Pille Harrison; David Strachan; Jane Worthington
Journal:  Nat Genet       Date:  2007-11-04       Impact factor: 38.330

9.  Discerning the ancestry of European Americans in genetic association studies.

Authors:  Alkes L Price; Johannah Butler; Nick Patterson; Cristian Capelli; Vincenzo L Pascali; Francesca Scarnicci; Andres Ruiz-Linares; Leif Groop; Angelica A Saetta; Penelope Korkolopoulou; Uri Seligsohn; Alicja Waliszewska; Christine Schirmer; Kristin Ardlie; Alexis Ramos; James Nemesh; Lori Arbeitman; David B Goldstein; David Reich; Joel N Hirschhorn
Journal:  PLoS Genet       Date:  2007-11-19       Impact factor: 5.917

10.  A candidate gene approach identifies the TRAF1/C5 region as a risk factor for rheumatoid arthritis.

Authors:  Fina A S Kurreeman; Leonid Padyukov; Rute B Marques; Steven J Schrodi; Maria Seddighzadeh; Gerrie Stoeken-Rijsbergen; Annette H M van der Helm-van Mil; Cornelia F Allaart; Willem Verduyn; Jeanine Houwing-Duistermaat; Lars Alfredsson; Ann B Begovich; Lars Klareskog; Tom W J Huizinga; Rene E M Toes
Journal:  PLoS Med       Date:  2007-09       Impact factor: 11.069

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  65 in total

1.  A translational engine at the national scale: informatics for integrating biology and the bedside.

Authors:  Isaac S Kohane; Susanne E Churchill; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2011-11-10       Impact factor: 4.497

2.  Meta-analysis of genetic polymorphisms in granulomatosis with polyangiitis (Wegener's) reveals shared susceptibility loci with rheumatoid arthritis.

Authors:  Sharon A Chung; Gang Xie; Delnaz Roshandel; Richard Sherva; Jeffrey C Edberg; Megan Kravitz; Paul F Dellaripa; Gary S Hoffman; Alfred D Mahr; Philip Seo; Ulrich Specks; Robert F Spiera; E William St Clair; John H Stone; Robert M Plenge; Katherine A Siminovitch; Peter A Merkel; Paul A Monach
Journal:  Arthritis Rheum       Date:  2012-10

Review 3.  Intelligent use and clinical benefits of electronic health records in rheumatoid arthritis.

Authors:  Robert J Carroll; Anne E Eyler; Joshua C Denny
Journal:  Expert Rev Clin Immunol       Date:  2015-02-08       Impact factor: 4.473

Review 4.  Electronic medical records as a tool in clinical pharmacology: opportunities and challenges.

Authors:  D M Roden; H Xu; J C Denny; R A Wilke
Journal:  Clin Pharmacol Ther       Date:  2012-06       Impact factor: 6.875

Review 5.  Using electronic health records to drive discovery in disease genomics.

Authors:  Isaac S Kohane
Journal:  Nat Rev Genet       Date:  2011-05-18       Impact factor: 53.242

Review 6.  Genetics, environment, and gene-environment interactions in the development of systemic rheumatic diseases.

Authors:  Jeffrey A Sparks; Karen H Costenbader
Journal:  Rheum Dis Clin North Am       Date:  2014-09-02       Impact factor: 2.670

7.  Meta-analysis identifies nine new loci associated with rheumatoid arthritis in the Japanese population.

Authors:  Yukinori Okada; Chikashi Terao; Katsunori Ikari; Yuta Kochi; Koichiro Ohmura; Akari Suzuki; Takahisa Kawaguchi; Eli A Stahl; Fina A S Kurreeman; Nao Nishida; Hiroko Ohmiya; Keiko Myouzen; Meiko Takahashi; Tetsuji Sawada; Yuichi Nishioka; Masao Yukioka; Tsukasa Matsubara; Shigeyuki Wakitani; Ryota Teshima; Shigeto Tohma; Kiyoshi Takasugi; Kota Shimada; Akira Murasawa; Shigeru Honjo; Keitaro Matsuo; Hideo Tanaka; Kazuo Tajima; Taku Suzuki; Takuji Iwamoto; Yoshiya Kawamura; Hisashi Tanii; Yuji Okazaki; Tsukasa Sasaki; Peter K Gregersen; Leonid Padyukov; Jane Worthington; Katherine A Siminovitch; Mark Lathrop; Atsuo Taniguchi; Atsushi Takahashi; Katsushi Tokunaga; Michiaki Kubo; Yusuke Nakamura; Naoyuki Kamatani; Tsuneyo Mimori; Robert M Plenge; Hisashi Yamanaka; Shigeki Momohara; Ryo Yamada; Fumihiko Matsuda; Kazuhiko Yamamoto
Journal:  Nat Genet       Date:  2012-03-25       Impact factor: 38.330

8.  Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease.

Authors:  Ashwin N Ananthakrishnan; Andrew Cagan; Vivian S Gainer; Su-Chun Cheng; Tianxi Cai; Peter Szolovits; Stanley Y Shaw; Susanne Churchill; Elizabeth W Karlson; Shawn N Murphy; Isaac Kohane; Katherine P Liao
Journal:  J Crohns Colitis       Date:  2014-02-19       Impact factor: 9.071

Review 9.  Strategies to predict rheumatoid arthritis development in at-risk populations.

Authors:  Elizabeth W Karlson; Dirkjan van Schaardenburg; Annette H van der Helm-van Mil
Journal:  Rheumatology (Oxford)       Date:  2014-08-04       Impact factor: 7.580

10.  Association between low density lipoprotein and rheumatoid arthritis genetic factors with low density lipoprotein levels in rheumatoid arthritis and non-rheumatoid arthritis controls.

Authors:  Katherine P Liao; Dorothée Diogo; Jing Cui; Tianxi Cai; Yukinori Okada; Vivian S Gainer; Shawn N Murphy; Namrata Gupta; Daniel Mirel; Ashwin N Ananthakrishnan; Peter Szolovits; Stanley Y Shaw; Soumya Raychaudhuri; Susanne Churchill; Isaac Kohane; Elizabeth W Karlson; Robert M Plenge
Journal:  Ann Rheum Dis       Date:  2013-05-28       Impact factor: 19.103

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