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      Functional Variants in NFKBIE and RTKN2 Involved in Activation of the NF-κB Pathway Are Associated with Rheumatoid Arthritis in Japanese

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          Abstract

          Rheumatoid arthritis is an autoimmune disease with a complex etiology, leading to inflammation of synovial tissue and joint destruction. Through a genome-wide association study (GWAS) and two replication studies in the Japanese population (7,907 cases and 35,362 controls), we identified two gene loci associated with rheumatoid arthritis susceptibility ( NFKBIE at 6p21.1, rs2233434, odds ratio (OR) = 1.20, P = 1.3×10 −15; RTKN2 at 10q21.2, rs3125734, OR = 1.20, P = 4.6×10 −9). In addition to two functional non-synonymous SNPs in NFKBIE, we identified candidate causal SNPs with regulatory potential in NFKBIE and RTKN2 gene regions by integrating in silico analysis using public genome databases and subsequent in vitro analysis. Both of these genes are known to regulate the NF-κB pathway, and the risk alleles of the genes were implicated in the enhancement of NF-κB activity in our analyses. These results suggest that the NF-κB pathway plays a role in pathogenesis and would be a rational target for treatment of rheumatoid arthritis.

          Author Summary

          Rheumatoid arthritis (RA) is a chronic autoimmune disease affecting approximately 1% of the general adult population. More than 30 susceptibility loci for RA have been identified through genome-wide association studies (GWAS), but the disease-causal variants at most loci remain unknown. Here, we performed replication studies of the candidate loci of our previous GWAS using Japanese cohorts and identified variants in NFKBIE and RTKN2 gene loci that were associated with RA. To search for causal variants in both gene regions, we first examined non-synonymous (ns)SNPs that alter amino-acid sequences. As NFKBIE and RTKN2 are known to be involved in the NF-κB pathway, we evaluated the effects of nsSNPs on NF-κB activity. Next, we screened in silico variants that may regulate gene transcription using publicly available epigenetic databases and subsequently evaluated their regulatory potential using in vitro assays. As a result, we identified multiple candidate causal variants in NFKBIE (2 nsSNPs and 1 regulatory SNP) and RTKN2 (2 regulatory SNPs), indicating that our integrated in silico and in vitro approach is useful for the identification of causal variants in the post–GWAS era.

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          Most cited references25

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          The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis.

          The revised criteria for the classification of rheumatoid arthritis (RA) were formulated from a computerized analysis of 262 contemporary, consecutively studied patients with RA and 262 control subjects with rheumatic diseases other than RA (non-RA). The new criteria are as follows: 1) morning stiffness in and around joints lasting at least 1 hour before maximal improvement; 2) soft tissue swelling (arthritis) of 3 or more joint areas observed by a physician; 3) swelling (arthritis) of the proximal interphalangeal, metacarpophalangeal, or wrist joints; 4) symmetric swelling (arthritis); 5) rheumatoid nodules; 6) the presence of rheumatoid factor; and 7) radiographic erosions and/or periarticular osteopenia in hand and/or wrist joints. Criteria 1 through 4 must have been present for at least 6 weeks. Rheumatoid arthritis is defined by the presence of 4 or more criteria, and no further qualifications (classic, definite, or probable) or list of exclusions are required. In addition, a "classification tree" schema is presented which performs equally as well as the traditional (4 of 7) format. The new criteria demonstrated 91-94% sensitivity and 89% specificity for RA when compared with non-RA rheumatic disease control subjects.
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            Genotype imputation.

            Genotype imputation is now an essential tool in the analysis of genome-wide association scans. This technique allows geneticists to accurately evaluate the evidence for association at genetic markers that are not directly genotyped. Genotype imputation is particularly useful for combining results across studies that rely on different genotyping platforms but also increases the power of individual scans. Here, we review the history and theoretical underpinnings of the technique. To illustrate performance of the approach, we summarize results from several gene mapping studies. Finally, we preview the role of genotype imputation in an era when whole genome resequencing is becoming increasingly common.
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              Common regulatory variation impacts gene expression in a cell type-dependent manner.

              Studies correlating genetic variation to gene expression facilitate the interpretation of common human phenotypes and disease. As functional variants may be operating in a tissue-dependent manner, we performed gene expression profiling and association with genetic variants (single-nucleotide polymorphisms) on three cell types of 75 individuals. We detected cell type-specific genetic effects, with 69 to 80% of regulatory variants operating in a cell type-specific manner, and identified multiple expressive quantitative trait loci (eQTLs) per gene, unique or shared among cell types and positively correlated with the number of transcripts per gene. Cell type-specific eQTLs were found at larger distances from genes and at lower effect size, similar to known enhancers. These data suggest that the complete regulatory variant repertoire can only be uncovered in the context of cell-type specificity.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS Genet
                PLoS Genet
                plos
                plosgen
                PLoS Genetics
                Public Library of Science (San Francisco, USA )
                1553-7390
                1553-7404
                September 2012
                September 2012
                13 September 2012
                : 8
                : 9
                : e1002949
                Affiliations
                [1 ]Laboratory for Autoimmune Diseases, Center for Genomic Medicine (CGM), RIKEN, Yokohama, Japan
                [2 ]Department of Allergy and Rheumatology, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan
                [3 ]Laboratory for Statistical Analysis, CGM, RIKEN, Yokohama, Japan
                [4 ]Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
                [5 ]Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
                [6 ]Institute of Rheumatology, Tokyo Women's Medical University, Tokyo, Japan
                [7 ]Laboratory for Medical Informatics, CGM, RIKEN, Yokohama, Japan
                [8 ]Laboratory for Genotyping Development, CGM, RIKEN, Yokohama, Japan
                [9 ]CREST Program, Japan Science and Technology Agency, Kawaguchi, Saitama, Japan
                [10 ]Institut National de la Sant? et de la Recherche M?dicale (INSERM), Unit? U852, Kyoto University Graduate School of Medicine, Kyoto, Japan
                [11 ]Laboratory for International Alliance, CGM, RIKEN, Yokohama, Japan
                [12 ]Unit of Statistical Genetics, Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
                [13 ]Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
                The Wellcome Trust Sanger Institute, United Kingdom
                Author notes

                The authors have declared that no competing interests exist.

                Conceived and designed the experiments: K Myouzen, Y Kochi, Y Okada, C Terao, K Ikari, K Ohmura, R Yamada, K Yamamoto. Performed the experiments: K Myouzen, Y Kochi, C Terao, A Suzuki, K Ikari, K Ohmura. Analyzed the data: K Myouzen, Y Kochi, Y Okada, C Terao, T Tsunoda, A Takahashi, R Yamada. Contributed reagents/materials/analysis tools: M Kubo, A Taniguchi, F Matsuda, K Ohmura, S Momohara, T Mimori, H Yamanaka, N Kamatani, Y Nakamura. Wrote the paper: K Myouzen, Y Kochi, Y Okada, C Terao, K Yamamoto.

                Article
                PGENETICS-D-12-00798
                10.1371/journal.pgen.1002949
                3441678
                23028356
                f5254f9a-6773-4257-89e4-6aeeab64a36a
                Copyright @ 2012

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 31 March 2012
                : 12 July 2012
                Page count
                Pages: 13
                Funding
                This work was conducted as a part of the BioBank Japan Project that was supported by the Ministry of Education, Culture, Sports, Sciences, and Technology of the Japanese government. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology
                Genetics
                Gene Expression
                Histone Modification
                Chromatin
                Human Genetics
                Genetic Association Studies
                Genome-Wide Association Studies
                Genetics of Disease
                Immunology
                Immune Cells
                B Cells
                T Cells
                Autoimmunity
                Medicine
                Rheumatology
                Rheumatoid Arthritis

                Genetics
                Genetics

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