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Genetics of rheumatoid arthritis contributes to biology and drug discovery

A major challenge in human genetics is to devise a systematic strategy to integrate disease-associated variants with diverse genomic and biological datasets to provide insight into disease pathogenesis and guide drug discovery for complex traits such as rheumatoid arthritis (RA)(1). Here, we perform...

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Autores principales: Okada, Yukinori, Wu, Di, Trynka, Gosia, Raj, Towfique, Terao, Chikashi, Ikari, Katsunori, Kochi, Yuta, Ohmura, Koichiro, Suzuki, Akari, Yoshida, Shinji, Graham, Robert R., Manoharan, Arun, Ortmann, Ward, Bhangale, Tushar, Denny, Joshua C., Carroll, Robert J., Eyler, Anne E., Greenberg, Jeffrey D., Kremer, Joel M., Pappas, Dimitrios A., Jiang, Lei, Yin, Jian, Ye, Lingying, Su, Ding-Feng, Yang, Jian, Xie, Gang, Keystone, Ed, Westra, Harm-Jan, Esko, Tõnu, Metspalu, Andres, Zhou, Xuezhong, Gupta, Namrata, Mirel, Daniel, Stahl, Eli A., Diogo, Dorothée, Cui, Jing, Liao, Katherine, Guo, Michael H., Myouzen, Keiko, Kawaguchi, Takahisa, Coenen, Marieke J.H., van Riel, Piet L.C.M., van de Laar, Mart A.F.J., Guchelaar, Henk-Jan, Huizinga, Tom W.J., Dieudé, Philippe, Mariette, Xavier, Bridges, S. Louis, Zhernakova, Alexandra, Toes, Rene E.M., Tak, Paul P., Miceli-Richard, Corinne, Bang, So-Young, Lee, Hye-Soon, Martin, Javier, Gonzalez-Gay, Miguel A., Rodriguez-Rodriguez, Luis, Rantapää-Dahlqvist, Solbritt, Ärlestig, Lisbeth, Choi, Hyon K., Kamatani, Yoichiro, Galan, Pilar, Lathrop, Mark, Eyre, Steve, Bowes, John, Barton, Anne, de Vries, Niek, Moreland, Larry W., Criswell, Lindsey A., Karlson, Elizabeth W., Taniguchi, Atsuo, Yamada, Ryo, Kubo, Michiaki, Liu, Jun S., Bae, Sang-Cheol, Worthington, Jane, Padyukov, Leonid, Klareskog, Lars, Gregersen, Peter K., Raychaudhuri, Soumya, Stranger, Barbara E., De Jager, Philip L., Franke, Lude, Visscher, Peter M., Brown, Matthew A., Yamanaka, Hisashi, Mimori, Tsuneyo, Takahashi, Atsushi, Xu, Huji, Behrens, Timothy W., Siminovitch, Katherine A., Momohara, Shigeki, Matsuda, Fumihiko, Yamamoto, Kazuhiko, Plenge, Robert M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3944098/
https://www.ncbi.nlm.nih.gov/pubmed/24390342
http://dx.doi.org/10.1038/nature12873
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author Okada, Yukinori
Wu, Di
Trynka, Gosia
Raj, Towfique
Terao, Chikashi
Ikari, Katsunori
Kochi, Yuta
Ohmura, Koichiro
Suzuki, Akari
Yoshida, Shinji
Graham, Robert R.
Manoharan, Arun
Ortmann, Ward
Bhangale, Tushar
Denny, Joshua C.
Carroll, Robert J.
Eyler, Anne E.
Greenberg, Jeffrey D.
Kremer, Joel M.
Pappas, Dimitrios A.
Jiang, Lei
Yin, Jian
Ye, Lingying
Su, Ding-Feng
Yang, Jian
Xie, Gang
Keystone, Ed
Westra, Harm-Jan
Esko, Tõnu
Metspalu, Andres
Zhou, Xuezhong
Gupta, Namrata
Mirel, Daniel
Stahl, Eli A.
Diogo, Dorothée
Cui, Jing
Liao, Katherine
Guo, Michael H.
Myouzen, Keiko
Kawaguchi, Takahisa
Coenen, Marieke J.H.
van Riel, Piet L.C.M.
van de Laar, Mart A.F.J.
Guchelaar, Henk-Jan
Huizinga, Tom W.J.
Dieudé, Philippe
Mariette, Xavier
Bridges, S. Louis
Zhernakova, Alexandra
Toes, Rene E.M.
Tak, Paul P.
Miceli-Richard, Corinne
Bang, So-Young
Lee, Hye-Soon
Martin, Javier
Gonzalez-Gay, Miguel A.
Rodriguez-Rodriguez, Luis
Rantapää-Dahlqvist, Solbritt
Ärlestig, Lisbeth
Choi, Hyon K.
Kamatani, Yoichiro
Galan, Pilar
Lathrop, Mark
Eyre, Steve
Bowes, John
Barton, Anne
de Vries, Niek
Moreland, Larry W.
Criswell, Lindsey A.
Karlson, Elizabeth W.
Taniguchi, Atsuo
Yamada, Ryo
Kubo, Michiaki
Liu, Jun S.
Bae, Sang-Cheol
Worthington, Jane
Padyukov, Leonid
Klareskog, Lars
Gregersen, Peter K.
Raychaudhuri, Soumya
Stranger, Barbara E.
De Jager, Philip L.
Franke, Lude
Visscher, Peter M.
Brown, Matthew A.
Yamanaka, Hisashi
Mimori, Tsuneyo
Takahashi, Atsushi
Xu, Huji
Behrens, Timothy W.
Siminovitch, Katherine A.
Momohara, Shigeki
Matsuda, Fumihiko
Yamamoto, Kazuhiko
Plenge, Robert M.
author_facet Okada, Yukinori
Wu, Di
Trynka, Gosia
Raj, Towfique
Terao, Chikashi
Ikari, Katsunori
Kochi, Yuta
Ohmura, Koichiro
Suzuki, Akari
Yoshida, Shinji
Graham, Robert R.
Manoharan, Arun
Ortmann, Ward
Bhangale, Tushar
Denny, Joshua C.
Carroll, Robert J.
Eyler, Anne E.
Greenberg, Jeffrey D.
Kremer, Joel M.
Pappas, Dimitrios A.
Jiang, Lei
Yin, Jian
Ye, Lingying
Su, Ding-Feng
Yang, Jian
Xie, Gang
Keystone, Ed
Westra, Harm-Jan
Esko, Tõnu
Metspalu, Andres
Zhou, Xuezhong
Gupta, Namrata
Mirel, Daniel
Stahl, Eli A.
Diogo, Dorothée
Cui, Jing
Liao, Katherine
Guo, Michael H.
Myouzen, Keiko
Kawaguchi, Takahisa
Coenen, Marieke J.H.
van Riel, Piet L.C.M.
van de Laar, Mart A.F.J.
Guchelaar, Henk-Jan
Huizinga, Tom W.J.
Dieudé, Philippe
Mariette, Xavier
Bridges, S. Louis
Zhernakova, Alexandra
Toes, Rene E.M.
Tak, Paul P.
Miceli-Richard, Corinne
Bang, So-Young
Lee, Hye-Soon
Martin, Javier
Gonzalez-Gay, Miguel A.
Rodriguez-Rodriguez, Luis
Rantapää-Dahlqvist, Solbritt
Ärlestig, Lisbeth
Choi, Hyon K.
Kamatani, Yoichiro
Galan, Pilar
Lathrop, Mark
Eyre, Steve
Bowes, John
Barton, Anne
de Vries, Niek
Moreland, Larry W.
Criswell, Lindsey A.
Karlson, Elizabeth W.
Taniguchi, Atsuo
Yamada, Ryo
Kubo, Michiaki
Liu, Jun S.
Bae, Sang-Cheol
Worthington, Jane
Padyukov, Leonid
Klareskog, Lars
Gregersen, Peter K.
Raychaudhuri, Soumya
Stranger, Barbara E.
De Jager, Philip L.
Franke, Lude
Visscher, Peter M.
Brown, Matthew A.
Yamanaka, Hisashi
Mimori, Tsuneyo
Takahashi, Atsushi
Xu, Huji
Behrens, Timothy W.
Siminovitch, Katherine A.
Momohara, Shigeki
Matsuda, Fumihiko
Yamamoto, Kazuhiko
Plenge, Robert M.
author_sort Okada, Yukinori
collection PubMed
description A major challenge in human genetics is to devise a systematic strategy to integrate disease-associated variants with diverse genomic and biological datasets to provide insight into disease pathogenesis and guide drug discovery for complex traits such as rheumatoid arthritis (RA)(1). Here, we performed a genome-wide association study (GWAS) meta-analysis in a total of >100,000 subjects of European and Asian ancestries (29,880 RA cases and 73,758 controls), by evaluating ~10 million single nucleotide polymorphisms (SNPs). We discovered 42 novel RA risk loci at a genome-wide level of significance, bringing the total to 101(2–4). We devised an in-silico pipeline using established bioinformatics methods based on functional annotation(5), cis-acting expression quantitative trait loci (cis-eQTL)(6), and pathway analyses(7–9) – as well as novel methods based on genetic overlap with human primary immunodeficiency (PID), hematological cancer somatic mutations and knock-out mouse phenotypes – to identify 98 biological candidate genes at these 101 risk loci. We demonstrate that these genes are the targets of approved therapies for RA, and further suggest that drugs approved for other indications may be repurposed for the treatment of RA. Together, this comprehensive genetic study sheds light on fundamental genes, pathways and cell types that contribute to RA pathogenesis, and provides empirical evidence that the genetics of RA can provide important information for drug discovery.
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spelling pubmed-39440982014-08-20 Genetics of rheumatoid arthritis contributes to biology and drug discovery Okada, Yukinori Wu, Di Trynka, Gosia Raj, Towfique Terao, Chikashi Ikari, Katsunori Kochi, Yuta Ohmura, Koichiro Suzuki, Akari Yoshida, Shinji Graham, Robert R. Manoharan, Arun Ortmann, Ward Bhangale, Tushar Denny, Joshua C. Carroll, Robert J. Eyler, Anne E. Greenberg, Jeffrey D. Kremer, Joel M. Pappas, Dimitrios A. Jiang, Lei Yin, Jian Ye, Lingying Su, Ding-Feng Yang, Jian Xie, Gang Keystone, Ed Westra, Harm-Jan Esko, Tõnu Metspalu, Andres Zhou, Xuezhong Gupta, Namrata Mirel, Daniel Stahl, Eli A. Diogo, Dorothée Cui, Jing Liao, Katherine Guo, Michael H. Myouzen, Keiko Kawaguchi, Takahisa Coenen, Marieke J.H. van Riel, Piet L.C.M. van de Laar, Mart A.F.J. Guchelaar, Henk-Jan Huizinga, Tom W.J. Dieudé, Philippe Mariette, Xavier Bridges, S. Louis Zhernakova, Alexandra Toes, Rene E.M. Tak, Paul P. Miceli-Richard, Corinne Bang, So-Young Lee, Hye-Soon Martin, Javier Gonzalez-Gay, Miguel A. Rodriguez-Rodriguez, Luis Rantapää-Dahlqvist, Solbritt Ärlestig, Lisbeth Choi, Hyon K. Kamatani, Yoichiro Galan, Pilar Lathrop, Mark Eyre, Steve Bowes, John Barton, Anne de Vries, Niek Moreland, Larry W. Criswell, Lindsey A. Karlson, Elizabeth W. Taniguchi, Atsuo Yamada, Ryo Kubo, Michiaki Liu, Jun S. Bae, Sang-Cheol Worthington, Jane Padyukov, Leonid Klareskog, Lars Gregersen, Peter K. Raychaudhuri, Soumya Stranger, Barbara E. De Jager, Philip L. Franke, Lude Visscher, Peter M. Brown, Matthew A. Yamanaka, Hisashi Mimori, Tsuneyo Takahashi, Atsushi Xu, Huji Behrens, Timothy W. Siminovitch, Katherine A. Momohara, Shigeki Matsuda, Fumihiko Yamamoto, Kazuhiko Plenge, Robert M. Nature Article A major challenge in human genetics is to devise a systematic strategy to integrate disease-associated variants with diverse genomic and biological datasets to provide insight into disease pathogenesis and guide drug discovery for complex traits such as rheumatoid arthritis (RA)(1). Here, we performed a genome-wide association study (GWAS) meta-analysis in a total of >100,000 subjects of European and Asian ancestries (29,880 RA cases and 73,758 controls), by evaluating ~10 million single nucleotide polymorphisms (SNPs). We discovered 42 novel RA risk loci at a genome-wide level of significance, bringing the total to 101(2–4). We devised an in-silico pipeline using established bioinformatics methods based on functional annotation(5), cis-acting expression quantitative trait loci (cis-eQTL)(6), and pathway analyses(7–9) – as well as novel methods based on genetic overlap with human primary immunodeficiency (PID), hematological cancer somatic mutations and knock-out mouse phenotypes – to identify 98 biological candidate genes at these 101 risk loci. We demonstrate that these genes are the targets of approved therapies for RA, and further suggest that drugs approved for other indications may be repurposed for the treatment of RA. Together, this comprehensive genetic study sheds light on fundamental genes, pathways and cell types that contribute to RA pathogenesis, and provides empirical evidence that the genetics of RA can provide important information for drug discovery. 2013-12-25 2014-02-20 /pmc/articles/PMC3944098/ /pubmed/24390342 http://dx.doi.org/10.1038/nature12873 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Okada, Yukinori
Wu, Di
Trynka, Gosia
Raj, Towfique
Terao, Chikashi
Ikari, Katsunori
Kochi, Yuta
Ohmura, Koichiro
Suzuki, Akari
Yoshida, Shinji
Graham, Robert R.
Manoharan, Arun
Ortmann, Ward
Bhangale, Tushar
Denny, Joshua C.
Carroll, Robert J.
Eyler, Anne E.
Greenberg, Jeffrey D.
Kremer, Joel M.
Pappas, Dimitrios A.
Jiang, Lei
Yin, Jian
Ye, Lingying
Su, Ding-Feng
Yang, Jian
Xie, Gang
Keystone, Ed
Westra, Harm-Jan
Esko, Tõnu
Metspalu, Andres
Zhou, Xuezhong
Gupta, Namrata
Mirel, Daniel
Stahl, Eli A.
Diogo, Dorothée
Cui, Jing
Liao, Katherine
Guo, Michael H.
Myouzen, Keiko
Kawaguchi, Takahisa
Coenen, Marieke J.H.
van Riel, Piet L.C.M.
van de Laar, Mart A.F.J.
Guchelaar, Henk-Jan
Huizinga, Tom W.J.
Dieudé, Philippe
Mariette, Xavier
Bridges, S. Louis
Zhernakova, Alexandra
Toes, Rene E.M.
Tak, Paul P.
Miceli-Richard, Corinne
Bang, So-Young
Lee, Hye-Soon
Martin, Javier
Gonzalez-Gay, Miguel A.
Rodriguez-Rodriguez, Luis
Rantapää-Dahlqvist, Solbritt
Ärlestig, Lisbeth
Choi, Hyon K.
Kamatani, Yoichiro
Galan, Pilar
Lathrop, Mark
Eyre, Steve
Bowes, John
Barton, Anne
de Vries, Niek
Moreland, Larry W.
Criswell, Lindsey A.
Karlson, Elizabeth W.
Taniguchi, Atsuo
Yamada, Ryo
Kubo, Michiaki
Liu, Jun S.
Bae, Sang-Cheol
Worthington, Jane
Padyukov, Leonid
Klareskog, Lars
Gregersen, Peter K.
Raychaudhuri, Soumya
Stranger, Barbara E.
De Jager, Philip L.
Franke, Lude
Visscher, Peter M.
Brown, Matthew A.
Yamanaka, Hisashi
Mimori, Tsuneyo
Takahashi, Atsushi
Xu, Huji
Behrens, Timothy W.
Siminovitch, Katherine A.
Momohara, Shigeki
Matsuda, Fumihiko
Yamamoto, Kazuhiko
Plenge, Robert M.
Genetics of rheumatoid arthritis contributes to biology and drug discovery
title Genetics of rheumatoid arthritis contributes to biology and drug discovery
title_full Genetics of rheumatoid arthritis contributes to biology and drug discovery
title_fullStr Genetics of rheumatoid arthritis contributes to biology and drug discovery
title_full_unstemmed Genetics of rheumatoid arthritis contributes to biology and drug discovery
title_short Genetics of rheumatoid arthritis contributes to biology and drug discovery
title_sort genetics of rheumatoid arthritis contributes to biology and drug discovery
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3944098/
https://www.ncbi.nlm.nih.gov/pubmed/24390342
http://dx.doi.org/10.1038/nature12873
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