Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset
ObjectivesTo find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets.MethodsWe performed a genome-wide association study (GWAS) of 31 313 RA cases (68% seropositive) and ~1 million controls from Northwestern Europe. We searched for caus...
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Veröffentlicht in: | Annals of the rheumatic diseases 2022, Vol.81 (8), p.1085-1095 |
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creator | Saevarsdottir, Saedis Stefansdottir, Lilja Sulem, Patrick Thorleifsson, Gudmar Rutsdottir, Gudrun Glintborg, Bente Westerlind, Helga Grondal, Gerdur Loft, Isabella C Sorensen, Signe Bek Brink, Mikael Ärlestig, Lisbeth Arnthorsson, Asgeir Orn Bank, Steffen Bjorkman, Lena I Ellingsen, Torkell Erikstrup, Christian Frei, Oleksandr Gjertsson, Inger Gudbjartsson, Daniel F Gudjonsson, Sigurjon A Halldorsson, Gisli H Hillert, Jan Hogdall, Estrid Jacobsen, Søren Jensen, Dorte Vendelbo Jonsson, Helgi Kockum, Ingrid Kristensen, Salome Kristjansdottir, Helga Larsen, Margit H Hauge, Ellen-Margrethe Loft, Anne G Ludviksson, Bjorn R Lund, Sigrun H Markusson, Thorsteinn Masson, Gisli Melsted, Pall Moore, Kristjan H S Munk, Heidi Nielsen, Kaspar R Norddahl, Gudmundur L Oddsson, Asmundur Olafsdottir, Thorunn A Olsson, Tomas Hørslev-Petersen, Kim Rognvaldsson, Solvi Sanner, Helga Silberberg, Gilad N Stefansson, Hreinn Sørensen, Erik Sørensen, Inge J Turesson, Carl Bergman, Thomas Alfredsson, Lars Kvien, Tore K Brunak, Søren Steinsson, Kristján Andersen, Vibeke Rantapää-Dahlqvist, Solbritt Hetland, Merete Lund Klareskog, Lars Askling, Johan Padyukov, Leonid Pedersen, Ole BV Jonsdottir, Ingileif Stefansson, Kari Andersen, Steffen Banasik, Karina Brunak, Søren Burgdorf, Kristoffer Hansen, Thomas Folkmann Hjalgrim, Henrik Jemec, Gregor Jennum, Poul Johansson, Pär Ingemar Nielsen, Kasper Rene Nyegaard, Mette Brun, Mie Topholm Pedersen, Ole Birger Mikkelsen, Susan Dinh, Khoa Manh Ostrowski, Sisse Rye Werge, Thomas Gudbjartsson, Daniel Stefansson, Kari Stefánsson, Hreinn Þorsteinsdóttir, Unnur Larsen, Margit Anita Hørup Didriksen, Maria Sækmose, Susanne Andersen, Paal Skytt Dessau, Ram Benny Andersen, Malene Rohr Hoffmann, Hans Jürgen Brasen, Claus Lohman Askling, Johan Kastbom, Alf Rantapaa-Dahlqvist, Solbritt Turesson, Carl |
description | ObjectivesTo find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets.MethodsWe performed a genome-wide association study (GWAS) of 31 313 RA cases (68% seropositive) and ~1 million controls from Northwestern Europe. We searched for causal genes outside the HLA-locus through effect on coding, mRNA expression in several tissues and/or levels of plasma proteins (SomaScan) and did network analysis (Qiagen).ResultsWe found 25 sequence variants for RA overall, 33 for seropositive and 2 for seronegative RA, altogether 37 sequence variants at 34 non-HLA loci, of which 15 are novel. Genomic, transcriptomic and proteomic analysis of these yielded 25 causal genes in seropositive RA and additional two overall. Most encode proteins in the network of interferon-alpha/beta and IL-12/23 that signal through the JAK/STAT-pathway. Highlighting those with largest effect on seropositive RA, a rare missense variant in STAT4 (rs140675301-A) that is independent of reported non-coding STAT4-variants, increases the risk of seropositive RA 2.27-fold (p=2.1×10−9), more than the rs2476601-A missense variant in PTPN22 (OR=1.59, p=1.3×10−160). STAT4 rs140675301-A replaces hydrophilic glutamic acid with hydrophobic valine (Glu128Val) in a conserved, surface-exposed loop. A stop-mutation (rs76428106-C) in FLT3 increases seropositive RA risk (OR=1.35, p=6.6×10−11). Independent missense variants in TYK2 (rs34536443-C, rs12720356-C, rs35018800-A, latter two novel) associate with decreased risk of seropositive RA (ORs=0.63–0.87, p=10−9–10−27) and decreased plasma levels of interferon-alpha/beta receptor 1 that signals through TYK2/JAK1/STAT4.ConclusionSequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce. |
doi_str_mv | 10.1136/annrheumdis-2021-221754 |
format | Article |
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Stefansdottir, Lilja ; Sulem, Patrick ; Thorleifsson, Gudmar ; Rutsdottir, Gudrun ; Glintborg, Bente ; Westerlind, Helga ; Grondal, Gerdur ; Loft, Isabella C ; Sorensen, Signe Bek ; Brink, Mikael ; Ärlestig, Lisbeth ; Arnthorsson, Asgeir Orn ; Bank, Steffen ; Bjorkman, Lena I ; Ellingsen, Torkell ; Erikstrup, Christian ; Frei, Oleksandr ; Gjertsson, Inger ; Gudbjartsson, Daniel F ; Gudjonsson, Sigurjon A ; Halldorsson, Gisli H ; Hillert, Jan ; Hogdall, Estrid ; Jacobsen, Søren ; Jensen, Dorte Vendelbo ; Jonsson, Helgi ; Kockum, Ingrid ; Kristensen, Salome ; Kristjansdottir, Helga ; Larsen, Margit H ; Hauge, Ellen-Margrethe ; Loft, Anne G ; Ludviksson, Bjorn R ; Lund, Sigrun H ; Markusson, Thorsteinn ; Masson, Gisli ; Melsted, Pall ; Moore, Kristjan H S ; Munk, Heidi ; Nielsen, Kaspar R ; Norddahl, Gudmundur L ; Oddsson, Asmundur ; Olafsdottir, Thorunn A ; Olsson, Tomas ; Hørslev-Petersen, Kim ; Rognvaldsson, Solvi ; Sanner, Helga ; Silberberg, Gilad N ; Stefansson, Hreinn ; Sørensen, Erik ; Sørensen, Inge J ; Turesson, Carl ; Bergman, Thomas ; Alfredsson, Lars ; Kvien, Tore K ; Brunak, Søren ; Steinsson, Kristján ; Andersen, Vibeke ; Rantapää-Dahlqvist, Solbritt ; Hetland, Merete Lund ; Klareskog, Lars ; Askling, Johan ; Padyukov, Leonid ; Pedersen, Ole BV ; Jonsdottir, Ingileif ; Stefansson, Kari ; Andersen, Steffen ; Banasik, Karina ; Brunak, Søren ; Burgdorf, Kristoffer ; Hansen, Thomas Folkmann ; Hjalgrim, Henrik ; Jemec, Gregor ; Jennum, Poul ; Johansson, Pär Ingemar ; Nielsen, Kasper Rene ; Nyegaard, Mette ; Brun, Mie Topholm ; Pedersen, Ole Birger ; Mikkelsen, Susan ; Dinh, Khoa Manh ; Ostrowski, Sisse Rye ; Werge, Thomas ; Gudbjartsson, Daniel ; Stefansson, Kari ; Stefánsson, Hreinn ; Þorsteinsdóttir, Unnur ; Larsen, Margit Anita Hørup ; Didriksen, Maria ; Sækmose, Susanne ; Andersen, Paal Skytt ; Dessau, Ram Benny ; Andersen, Malene Rohr ; Hoffmann, Hans Jürgen ; Brasen, Claus Lohman ; Askling, Johan ; Kastbom, Alf ; Rantapaa-Dahlqvist, Solbritt ; Turesson, Carl</creator><creatorcontrib>Saevarsdottir, Saedis ; Stefansdottir, Lilja ; Sulem, Patrick ; Thorleifsson, Gudmar ; Rutsdottir, Gudrun ; Glintborg, Bente ; Westerlind, Helga ; Grondal, Gerdur ; Loft, Isabella C ; Sorensen, Signe Bek ; Brink, Mikael ; Ärlestig, Lisbeth ; Arnthorsson, Asgeir Orn ; Bank, Steffen ; Bjorkman, Lena I ; Ellingsen, Torkell ; Erikstrup, Christian ; Frei, Oleksandr ; Gjertsson, Inger ; Gudbjartsson, Daniel F ; Gudjonsson, Sigurjon A ; Halldorsson, Gisli H ; Hillert, Jan ; Hogdall, Estrid ; Jacobsen, Søren ; Jensen, Dorte Vendelbo ; Jonsson, Helgi ; Kockum, Ingrid ; Kristensen, Salome ; Kristjansdottir, Helga ; Larsen, Margit H ; Hauge, Ellen-Margrethe ; Loft, Anne G ; Ludviksson, Bjorn R ; Lund, Sigrun H ; Markusson, Thorsteinn ; Masson, Gisli ; Melsted, Pall ; Moore, Kristjan H S ; Munk, Heidi ; Nielsen, Kaspar R ; Norddahl, Gudmundur L ; Oddsson, Asmundur ; Olafsdottir, Thorunn A ; Olsson, Tomas ; Hørslev-Petersen, Kim ; Rognvaldsson, Solvi ; Sanner, Helga ; Silberberg, Gilad N ; Stefansson, Hreinn ; Sørensen, Erik ; Sørensen, Inge J ; Turesson, Carl ; Bergman, Thomas ; Alfredsson, Lars ; Kvien, Tore K ; Brunak, Søren ; Steinsson, Kristján ; Andersen, Vibeke ; Rantapää-Dahlqvist, Solbritt ; Hetland, Merete Lund ; Klareskog, Lars ; Askling, Johan ; Padyukov, Leonid ; Pedersen, Ole BV ; Jonsdottir, Ingileif ; Stefansson, Kari ; Andersen, Steffen ; Banasik, Karina ; Brunak, Søren ; Burgdorf, Kristoffer ; Hansen, Thomas Folkmann ; Hjalgrim, Henrik ; Jemec, Gregor ; Jennum, Poul ; Johansson, Pär Ingemar ; Nielsen, Kasper Rene ; Nyegaard, Mette ; Brun, Mie Topholm ; Pedersen, Ole Birger ; Mikkelsen, Susan ; Dinh, Khoa Manh ; Ostrowski, Sisse Rye ; Werge, Thomas ; Gudbjartsson, Daniel ; Stefansson, Kari ; Stefánsson, Hreinn ; Þorsteinsdóttir, Unnur ; Larsen, Margit Anita Hørup ; Didriksen, Maria ; Sækmose, Susanne ; Andersen, Paal Skytt ; Dessau, Ram Benny ; Andersen, Malene Rohr ; Hoffmann, Hans Jürgen ; Brasen, Claus Lohman ; Askling, Johan ; Kastbom, Alf ; Rantapaa-Dahlqvist, Solbritt ; Turesson, Carl ; Members of the DBDS Genomic Consortium ; Danish RA Genetics Working Group ; Swedish Rheumatology Quality Register Biobank Study Group (SRQb) ; DBDS Genomic Consortium ; The Danish RA Genetics Working Group ; The Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</creatorcontrib><description>ObjectivesTo find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets.MethodsWe performed a genome-wide association study (GWAS) of 31 313 RA cases (68% seropositive) and ~1 million controls from Northwestern Europe. We searched for causal genes outside the HLA-locus through effect on coding, mRNA expression in several tissues and/or levels of plasma proteins (SomaScan) and did network analysis (Qiagen).ResultsWe found 25 sequence variants for RA overall, 33 for seropositive and 2 for seronegative RA, altogether 37 sequence variants at 34 non-HLA loci, of which 15 are novel. Genomic, transcriptomic and proteomic analysis of these yielded 25 causal genes in seropositive RA and additional two overall. Most encode proteins in the network of interferon-alpha/beta and IL-12/23 that signal through the JAK/STAT-pathway. Highlighting those with largest effect on seropositive RA, a rare missense variant in STAT4 (rs140675301-A) that is independent of reported non-coding STAT4-variants, increases the risk of seropositive RA 2.27-fold (p=2.1×10−9), more than the rs2476601-A missense variant in PTPN22 (OR=1.59, p=1.3×10−160). STAT4 rs140675301-A replaces hydrophilic glutamic acid with hydrophobic valine (Glu128Val) in a conserved, surface-exposed loop. A stop-mutation (rs76428106-C) in FLT3 increases seropositive RA risk (OR=1.35, p=6.6×10−11). Independent missense variants in TYK2 (rs34536443-C, rs12720356-C, rs35018800-A, latter two novel) associate with decreased risk of seropositive RA (ORs=0.63–0.87, p=10−9–10−27) and decreased plasma levels of interferon-alpha/beta receptor 1 that signals through TYK2/JAK1/STAT4.ConclusionSequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce.</description><identifier>ISSN: 0003-4967</identifier><identifier>ISSN: 1468-2060</identifier><identifier>EISSN: 1468-2060</identifier><identifier>DOI: 10.1136/annrheumdis-2021-221754</identifier><identifier>PMID: 35470158</identifier><language>eng</language><publisher>England: BMJ Publishing Group Ltd and European League Against Rheumatism</publisher><subject>Arthritis, Rheumatoid - genetics ; association ; autoantibodies ; Autoimmunitet och inflammation ; Autoimmunity and Inflammation ; Biobanks ; cells ; classification ; Clinical Medicine ; criteria ; DNA-binding ; fms ; Gene expression ; Genes ; genetic ; Genetic Predisposition to Disease - genetics ; Genetics ; Genome-wide association studies ; Genome-Wide Association Study ; Genomes ; Glutamic acid ; Humans ; Hydrophobicity ; inhibitor ; Interferon-alpha ; Interleukin 12 ; Janus kinase ; Janus Kinases - genetics ; Klinisk medicin ; Medical and Health Sciences ; Medicin och hälsovetenskap ; Plasma levels ; Plasma proteins ; polymorphism ; polymorphism, genetic ; Population ; Protein Tyrosine Phosphatase, Non-Receptor Type 22 - genetics ; Protein-tyrosine-phosphatase ; Proteins ; Proteomics ; Reumatologi och inflammation ; Rheumatoid Arthritis ; Rheumatology ; Rheumatology and Autoimmunity ; Signal Transduction - genetics ; STAT Transcription Factors - genetics ; stat4 ; Stat4 protein ; Transcriptomics ; Tyk2 protein ; Valine ; α-Interferon</subject><ispartof>Annals of the rheumatic diseases, 2022, Vol.81 (8), p.1085-1095</ispartof><rights>Author(s) (or their employer(s)) 2022. 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Mikael</creatorcontrib><creatorcontrib>Ärlestig, Lisbeth</creatorcontrib><creatorcontrib>Arnthorsson, Asgeir Orn</creatorcontrib><creatorcontrib>Bank, Steffen</creatorcontrib><creatorcontrib>Bjorkman, Lena I</creatorcontrib><creatorcontrib>Ellingsen, Torkell</creatorcontrib><creatorcontrib>Erikstrup, Christian</creatorcontrib><creatorcontrib>Frei, Oleksandr</creatorcontrib><creatorcontrib>Gjertsson, Inger</creatorcontrib><creatorcontrib>Gudbjartsson, Daniel F</creatorcontrib><creatorcontrib>Gudjonsson, Sigurjon A</creatorcontrib><creatorcontrib>Halldorsson, Gisli H</creatorcontrib><creatorcontrib>Hillert, Jan</creatorcontrib><creatorcontrib>Hogdall, Estrid</creatorcontrib><creatorcontrib>Jacobsen, Søren</creatorcontrib><creatorcontrib>Jensen, Dorte Vendelbo</creatorcontrib><creatorcontrib>Jonsson, Helgi</creatorcontrib><creatorcontrib>Kockum, Ingrid</creatorcontrib><creatorcontrib>Kristensen, Salome</creatorcontrib><creatorcontrib>Kristjansdottir, Helga</creatorcontrib><creatorcontrib>Larsen, Margit H</creatorcontrib><creatorcontrib>Hauge, Ellen-Margrethe</creatorcontrib><creatorcontrib>Loft, Anne G</creatorcontrib><creatorcontrib>Ludviksson, Bjorn R</creatorcontrib><creatorcontrib>Lund, Sigrun H</creatorcontrib><creatorcontrib>Markusson, Thorsteinn</creatorcontrib><creatorcontrib>Masson, Gisli</creatorcontrib><creatorcontrib>Melsted, Pall</creatorcontrib><creatorcontrib>Moore, Kristjan H S</creatorcontrib><creatorcontrib>Munk, Heidi</creatorcontrib><creatorcontrib>Nielsen, Kaspar R</creatorcontrib><creatorcontrib>Norddahl, Gudmundur L</creatorcontrib><creatorcontrib>Oddsson, Asmundur</creatorcontrib><creatorcontrib>Olafsdottir, Thorunn A</creatorcontrib><creatorcontrib>Olsson, Tomas</creatorcontrib><creatorcontrib>Hørslev-Petersen, Kim</creatorcontrib><creatorcontrib>Rognvaldsson, Solvi</creatorcontrib><creatorcontrib>Sanner, Helga</creatorcontrib><creatorcontrib>Silberberg, Gilad N</creatorcontrib><creatorcontrib>Stefansson, Hreinn</creatorcontrib><creatorcontrib>Sørensen, Erik</creatorcontrib><creatorcontrib>Sørensen, Inge J</creatorcontrib><creatorcontrib>Turesson, Carl</creatorcontrib><creatorcontrib>Bergman, Thomas</creatorcontrib><creatorcontrib>Alfredsson, Lars</creatorcontrib><creatorcontrib>Kvien, Tore K</creatorcontrib><creatorcontrib>Brunak, Søren</creatorcontrib><creatorcontrib>Steinsson, Kristján</creatorcontrib><creatorcontrib>Andersen, Vibeke</creatorcontrib><creatorcontrib>Rantapää-Dahlqvist, Solbritt</creatorcontrib><creatorcontrib>Hetland, Merete Lund</creatorcontrib><creatorcontrib>Klareskog, Lars</creatorcontrib><creatorcontrib>Askling, Johan</creatorcontrib><creatorcontrib>Padyukov, Leonid</creatorcontrib><creatorcontrib>Pedersen, Ole BV</creatorcontrib><creatorcontrib>Jonsdottir, Ingileif</creatorcontrib><creatorcontrib>Stefansson, Kari</creatorcontrib><creatorcontrib>Andersen, Steffen</creatorcontrib><creatorcontrib>Banasik, Karina</creatorcontrib><creatorcontrib>Brunak, Søren</creatorcontrib><creatorcontrib>Burgdorf, Kristoffer</creatorcontrib><creatorcontrib>Hansen, Thomas Folkmann</creatorcontrib><creatorcontrib>Hjalgrim, Henrik</creatorcontrib><creatorcontrib>Jemec, Gregor</creatorcontrib><creatorcontrib>Jennum, Poul</creatorcontrib><creatorcontrib>Johansson, Pär Ingemar</creatorcontrib><creatorcontrib>Nielsen, Kasper Rene</creatorcontrib><creatorcontrib>Nyegaard, Mette</creatorcontrib><creatorcontrib>Brun, Mie Topholm</creatorcontrib><creatorcontrib>Pedersen, Ole Birger</creatorcontrib><creatorcontrib>Mikkelsen, Susan</creatorcontrib><creatorcontrib>Dinh, Khoa Manh</creatorcontrib><creatorcontrib>Ostrowski, Sisse Rye</creatorcontrib><creatorcontrib>Werge, Thomas</creatorcontrib><creatorcontrib>Gudbjartsson, Daniel</creatorcontrib><creatorcontrib>Stefansson, Kari</creatorcontrib><creatorcontrib>Stefánsson, Hreinn</creatorcontrib><creatorcontrib>Þorsteinsdóttir, Unnur</creatorcontrib><creatorcontrib>Larsen, Margit Anita Hørup</creatorcontrib><creatorcontrib>Didriksen, Maria</creatorcontrib><creatorcontrib>Sækmose, Susanne</creatorcontrib><creatorcontrib>Andersen, Paal Skytt</creatorcontrib><creatorcontrib>Dessau, Ram Benny</creatorcontrib><creatorcontrib>Andersen, Malene Rohr</creatorcontrib><creatorcontrib>Hoffmann, Hans Jürgen</creatorcontrib><creatorcontrib>Brasen, Claus Lohman</creatorcontrib><creatorcontrib>Askling, Johan</creatorcontrib><creatorcontrib>Kastbom, Alf</creatorcontrib><creatorcontrib>Rantapaa-Dahlqvist, Solbritt</creatorcontrib><creatorcontrib>Turesson, Carl</creatorcontrib><creatorcontrib>Members of the DBDS Genomic Consortium</creatorcontrib><creatorcontrib>Danish RA Genetics Working Group</creatorcontrib><creatorcontrib>Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</creatorcontrib><creatorcontrib>DBDS Genomic Consortium</creatorcontrib><creatorcontrib>The Danish RA Genetics Working Group</creatorcontrib><creatorcontrib>The Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</creatorcontrib><title>Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset</title><title>Annals of the rheumatic diseases</title><addtitle>Ann Rheum Dis</addtitle><addtitle>Ann Rheum Dis</addtitle><description>ObjectivesTo find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets.MethodsWe performed a genome-wide association study (GWAS) of 31 313 RA cases (68% seropositive) and ~1 million controls from Northwestern Europe. We searched for causal genes outside the HLA-locus through effect on coding, mRNA expression in several tissues and/or levels of plasma proteins (SomaScan) and did network analysis (Qiagen).ResultsWe found 25 sequence variants for RA overall, 33 for seropositive and 2 for seronegative RA, altogether 37 sequence variants at 34 non-HLA loci, of which 15 are novel. Genomic, transcriptomic and proteomic analysis of these yielded 25 causal genes in seropositive RA and additional two overall. Most encode proteins in the network of interferon-alpha/beta and IL-12/23 that signal through the JAK/STAT-pathway. Highlighting those with largest effect on seropositive RA, a rare missense variant in STAT4 (rs140675301-A) that is independent of reported non-coding STAT4-variants, increases the risk of seropositive RA 2.27-fold (p=2.1×10−9), more than the rs2476601-A missense variant in PTPN22 (OR=1.59, p=1.3×10−160). STAT4 rs140675301-A replaces hydrophilic glutamic acid with hydrophobic valine (Glu128Val) in a conserved, surface-exposed loop. A stop-mutation (rs76428106-C) in FLT3 increases seropositive RA risk (OR=1.35, p=6.6×10−11). Independent missense variants in TYK2 (rs34536443-C, rs12720356-C, rs35018800-A, latter two novel) associate with decreased risk of seropositive RA (ORs=0.63–0.87, p=10−9–10−27) and decreased plasma levels of interferon-alpha/beta receptor 1 that signals through TYK2/JAK1/STAT4.ConclusionSequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce.</description><subject>Arthritis, Rheumatoid - genetics</subject><subject>association</subject><subject>autoantibodies</subject><subject>Autoimmunitet och inflammation</subject><subject>Autoimmunity and Inflammation</subject><subject>Biobanks</subject><subject>cells</subject><subject>classification</subject><subject>Clinical Medicine</subject><subject>criteria</subject><subject>DNA-binding</subject><subject>fms</subject><subject>Gene expression</subject><subject>Genes</subject><subject>genetic</subject><subject>Genetic Predisposition to Disease - genetics</subject><subject>Genetics</subject><subject>Genome-wide association studies</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Glutamic acid</subject><subject>Humans</subject><subject>Hydrophobicity</subject><subject>inhibitor</subject><subject>Interferon-alpha</subject><subject>Interleukin 12</subject><subject>Janus kinase</subject><subject>Janus Kinases - genetics</subject><subject>Klinisk medicin</subject><subject>Medical and Health Sciences</subject><subject>Medicin och hälsovetenskap</subject><subject>Plasma levels</subject><subject>Plasma proteins</subject><subject>polymorphism</subject><subject>polymorphism, genetic</subject><subject>Population</subject><subject>Protein Tyrosine Phosphatase, Non-Receptor Type 22 - genetics</subject><subject>Protein-tyrosine-phosphatase</subject><subject>Proteins</subject><subject>Proteomics</subject><subject>Reumatologi och inflammation</subject><subject>Rheumatoid Arthritis</subject><subject>Rheumatology</subject><subject>Rheumatology and Autoimmunity</subject><subject>Signal Transduction - genetics</subject><subject>STAT Transcription Factors - genetics</subject><subject>stat4</subject><subject>Stat4 protein</subject><subject>Transcriptomics</subject><subject>Tyk2 protein</subject><subject>Valine</subject><subject>α-Interferon</subject><issn>0003-4967</issn><issn>1468-2060</issn><issn>1468-2060</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>9YT</sourceid><sourceid>ACMMV</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>3HK</sourceid><sourceid>D8T</sourceid><recordid>eNqNk02P0zAQhiMEYkvhL7CRuBLwR-w4F6TV8ikVcVlxtRzHbtxN42I7RT3x15m03a_DFhRZScbP-47Hmsmyc4zeYUz5ezUMoTPjunWxIIjgghBcsfJJNsMlFxDi6Gk2QwjRoqx5dZa9iHEFv0hg8Tw7o6ysEGZilv35PvbJ-bXTMVeD6nfRxdzbfO-ukndtrkLqgksQ3znTtzGP5tdoBm3yrQpODSnmqVMp79TW5L0KS5Mba42GuB_y4OL1ZJg6A8LgNz6CF5BxbKJJL7NnVvXRvDq-59nV509Xl1-LxY8v3y4vFkVT1XUqDKsboTFRiEINoiSc06YlmmFmtbYl5aypFG8bVdm6UpiSWpUUwzXUhDFK51lxsI2_zWZs5Ca4tQo76ZWTx9A1fBlZMirgmWeLR_l-3MBqYE0CJNq2wrWWFmGQK0GlMFxJoxnBtlK21fZk-iXYQWi5d6OYs336t4_yH93PC-nDUo6jLAWr6enq7vD1KAmiBLP_43s3SiwYIiXwHw48wGvTajOkoPoHsoc7g-vk0m9lTapaUAIG5wcDDe2Q3CAHH5TESDAia87ZRLw5pggeuismufJjgIaMknAhJobx0xTnmHBWTrdX3WTzMQZjb0-KkZzGR94bHzmNjzyMDyhf3y_0VnczLwDQA9CsV3e5_2X7F2vcLck</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Saevarsdottir, Saedis</creator><creator>Stefansdottir, Lilja</creator><creator>Sulem, Patrick</creator><creator>Thorleifsson, Gudmar</creator><creator>Rutsdottir, Gudrun</creator><creator>Glintborg, Bente</creator><creator>Westerlind, Helga</creator><creator>Grondal, Gerdur</creator><creator>Loft, Isabella C</creator><creator>Sorensen, Signe Bek</creator><creator>Brink, Mikael</creator><creator>Ärlestig, Lisbeth</creator><creator>Arnthorsson, Asgeir Orn</creator><creator>Bank, Steffen</creator><creator>Bjorkman, Lena I</creator><creator>Ellingsen, Torkell</creator><creator>Erikstrup, Christian</creator><creator>Frei, Oleksandr</creator><creator>Gjertsson, Inger</creator><creator>Gudbjartsson, Daniel F</creator><creator>Gudjonsson, Sigurjon A</creator><creator>Halldorsson, Gisli H</creator><creator>Hillert, Jan</creator><creator>Hogdall, Estrid</creator><creator>Jacobsen, Søren</creator><creator>Jensen, Dorte Vendelbo</creator><creator>Jonsson, Helgi</creator><creator>Kockum, Ingrid</creator><creator>Kristensen, Salome</creator><creator>Kristjansdottir, Helga</creator><creator>Larsen, Margit H</creator><creator>Hauge, Ellen-Margrethe</creator><creator>Loft, Anne G</creator><creator>Ludviksson, Bjorn R</creator><creator>Lund, Sigrun H</creator><creator>Markusson, Thorsteinn</creator><creator>Masson, Gisli</creator><creator>Melsted, Pall</creator><creator>Moore, Kristjan H S</creator><creator>Munk, Heidi</creator><creator>Nielsen, Kaspar R</creator><creator>Norddahl, Gudmundur L</creator><creator>Oddsson, Asmundur</creator><creator>Olafsdottir, Thorunn A</creator><creator>Olsson, Tomas</creator><creator>Hørslev-Petersen, Kim</creator><creator>Rognvaldsson, Solvi</creator><creator>Sanner, Helga</creator><creator>Silberberg, Gilad N</creator><creator>Stefansson, Hreinn</creator><creator>Sørensen, Erik</creator><creator>Sørensen, Inge J</creator><creator>Turesson, Carl</creator><creator>Bergman, Thomas</creator><creator>Alfredsson, Lars</creator><creator>Kvien, Tore K</creator><creator>Brunak, Søren</creator><creator>Steinsson, Kristján</creator><creator>Andersen, Vibeke</creator><creator>Rantapää-Dahlqvist, Solbritt</creator><creator>Hetland, Merete Lund</creator><creator>Klareskog, Lars</creator><creator>Askling, Johan</creator><creator>Padyukov, Leonid</creator><creator>Pedersen, Ole BV</creator><creator>Jonsdottir, Ingileif</creator><creator>Stefansson, Kari</creator><creator>Andersen, Steffen</creator><creator>Banasik, Karina</creator><creator>Brunak, Søren</creator><creator>Burgdorf, Kristoffer</creator><creator>Hansen, Thomas Folkmann</creator><creator>Hjalgrim, Henrik</creator><creator>Jemec, Gregor</creator><creator>Jennum, Poul</creator><creator>Johansson, Pär Ingemar</creator><creator>Nielsen, Kasper Rene</creator><creator>Nyegaard, Mette</creator><creator>Brun, Mie Topholm</creator><creator>Pedersen, Ole Birger</creator><creator>Mikkelsen, Susan</creator><creator>Dinh, Khoa Manh</creator><creator>Ostrowski, Sisse Rye</creator><creator>Werge, Thomas</creator><creator>Gudbjartsson, Daniel</creator><creator>Stefansson, Kari</creator><creator>Stefánsson, Hreinn</creator><creator>Þorsteinsdóttir, Unnur</creator><creator>Larsen, Margit Anita Hørup</creator><creator>Didriksen, Maria</creator><creator>Sækmose, Susanne</creator><creator>Andersen, Paal Skytt</creator><creator>Dessau, Ram Benny</creator><creator>Andersen, Malene Rohr</creator><creator>Hoffmann, Hans Jürgen</creator><creator>Brasen, Claus Lohman</creator><creator>Askling, Johan</creator><creator>Kastbom, Alf</creator><creator>Rantapaa-Dahlqvist, Solbritt</creator><creator>Turesson, Carl</creator><general>BMJ Publishing Group Ltd and European League Against Rheumatism</general><general>Elsevier Limited</general><general>HighWire Press</general><general>BMJ Publishing 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analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset</title><author>Saevarsdottir, Saedis ; Stefansdottir, Lilja ; Sulem, Patrick ; Thorleifsson, Gudmar ; Rutsdottir, Gudrun ; Glintborg, Bente ; Westerlind, Helga ; Grondal, Gerdur ; Loft, Isabella C ; Sorensen, Signe Bek ; Brink, Mikael ; Ärlestig, Lisbeth ; Arnthorsson, Asgeir Orn ; Bank, Steffen ; Bjorkman, Lena I ; Ellingsen, Torkell ; Erikstrup, Christian ; Frei, Oleksandr ; Gjertsson, Inger ; Gudbjartsson, Daniel F ; Gudjonsson, Sigurjon A ; Halldorsson, Gisli H ; Hillert, Jan ; Hogdall, Estrid ; Jacobsen, Søren ; Jensen, Dorte Vendelbo ; Jonsson, Helgi ; Kockum, Ingrid ; Kristensen, Salome ; Kristjansdottir, Helga ; Larsen, Margit H ; Hauge, Ellen-Margrethe ; Loft, Anne G ; Ludviksson, Bjorn R ; Lund, Sigrun H ; Markusson, Thorsteinn ; Masson, Gisli ; Melsted, Pall ; Moore, Kristjan H S ; Munk, Heidi ; Nielsen, Kaspar R ; Norddahl, Gudmundur L ; Oddsson, Asmundur ; Olafsdottir, Thorunn A ; Olsson, Tomas ; Hørslev-Petersen, Kim ; Rognvaldsson, Solvi ; Sanner, Helga ; Silberberg, Gilad N ; Stefansson, Hreinn ; Sørensen, Erik ; Sørensen, Inge J ; Turesson, Carl ; Bergman, Thomas ; Alfredsson, Lars ; Kvien, Tore K ; Brunak, Søren ; Steinsson, Kristján ; Andersen, Vibeke ; Rantapää-Dahlqvist, Solbritt ; Hetland, Merete Lund ; Klareskog, Lars ; Askling, Johan ; Padyukov, Leonid ; Pedersen, Ole BV ; Jonsdottir, Ingileif ; Stefansson, Kari ; Andersen, Steffen ; Banasik, Karina ; Brunak, Søren ; Burgdorf, Kristoffer ; Hansen, Thomas Folkmann ; Hjalgrim, Henrik ; Jemec, Gregor ; Jennum, Poul ; Johansson, Pär Ingemar ; Nielsen, Kasper Rene ; Nyegaard, Mette ; Brun, Mie Topholm ; Pedersen, Ole Birger ; Mikkelsen, Susan ; Dinh, Khoa Manh ; Ostrowski, Sisse Rye ; Werge, Thomas ; Gudbjartsson, Daniel ; Stefansson, Kari ; Stefánsson, Hreinn ; Þorsteinsdóttir, Unnur ; Larsen, Margit Anita Hørup ; Didriksen, Maria ; Sækmose, Susanne ; Andersen, Paal Skytt ; Dessau, Ram Benny ; Andersen, Malene Rohr ; Hoffmann, Hans Jürgen ; Brasen, Claus Lohman ; Askling, Johan ; Kastbom, Alf ; Rantapaa-Dahlqvist, Solbritt ; Turesson, Carl</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b799t-e59b8c12a03008842663bd2c515fccf4365b7a6dba7f97a1329a431060925533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Arthritis, Rheumatoid - genetics</topic><topic>association</topic><topic>autoantibodies</topic><topic>Autoimmunitet och inflammation</topic><topic>Autoimmunity and Inflammation</topic><topic>Biobanks</topic><topic>cells</topic><topic>classification</topic><topic>Clinical Medicine</topic><topic>criteria</topic><topic>DNA-binding</topic><topic>fms</topic><topic>Gene expression</topic><topic>Genes</topic><topic>genetic</topic><topic>Genetic Predisposition to Disease - genetics</topic><topic>Genetics</topic><topic>Genome-wide association studies</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Glutamic acid</topic><topic>Humans</topic><topic>Hydrophobicity</topic><topic>inhibitor</topic><topic>Interferon-alpha</topic><topic>Interleukin 12</topic><topic>Janus kinase</topic><topic>Janus Kinases - genetics</topic><topic>Klinisk medicin</topic><topic>Medical and Health Sciences</topic><topic>Medicin och hälsovetenskap</topic><topic>Plasma levels</topic><topic>Plasma proteins</topic><topic>polymorphism</topic><topic>polymorphism, genetic</topic><topic>Population</topic><topic>Protein Tyrosine Phosphatase, Non-Receptor Type 22 - genetics</topic><topic>Protein-tyrosine-phosphatase</topic><topic>Proteins</topic><topic>Proteomics</topic><topic>Reumatologi och inflammation</topic><topic>Rheumatoid Arthritis</topic><topic>Rheumatology</topic><topic>Rheumatology and Autoimmunity</topic><topic>Signal Transduction - genetics</topic><topic>STAT Transcription Factors - genetics</topic><topic>stat4</topic><topic>Stat4 protein</topic><topic>Transcriptomics</topic><topic>Tyk2 protein</topic><topic>Valine</topic><topic>α-Interferon</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Saevarsdottir, Saedis</creatorcontrib><creatorcontrib>Stefansdottir, Lilja</creatorcontrib><creatorcontrib>Sulem, Patrick</creatorcontrib><creatorcontrib>Thorleifsson, Gudmar</creatorcontrib><creatorcontrib>Rutsdottir, Gudrun</creatorcontrib><creatorcontrib>Glintborg, Bente</creatorcontrib><creatorcontrib>Westerlind, Helga</creatorcontrib><creatorcontrib>Grondal, Gerdur</creatorcontrib><creatorcontrib>Loft, Isabella C</creatorcontrib><creatorcontrib>Sorensen, Signe Bek</creatorcontrib><creatorcontrib>Brink, Mikael</creatorcontrib><creatorcontrib>Ärlestig, Lisbeth</creatorcontrib><creatorcontrib>Arnthorsson, Asgeir Orn</creatorcontrib><creatorcontrib>Bank, Steffen</creatorcontrib><creatorcontrib>Bjorkman, Lena I</creatorcontrib><creatorcontrib>Ellingsen, Torkell</creatorcontrib><creatorcontrib>Erikstrup, Christian</creatorcontrib><creatorcontrib>Frei, Oleksandr</creatorcontrib><creatorcontrib>Gjertsson, Inger</creatorcontrib><creatorcontrib>Gudbjartsson, Daniel F</creatorcontrib><creatorcontrib>Gudjonsson, Sigurjon A</creatorcontrib><creatorcontrib>Halldorsson, Gisli H</creatorcontrib><creatorcontrib>Hillert, Jan</creatorcontrib><creatorcontrib>Hogdall, Estrid</creatorcontrib><creatorcontrib>Jacobsen, Søren</creatorcontrib><creatorcontrib>Jensen, Dorte Vendelbo</creatorcontrib><creatorcontrib>Jonsson, Helgi</creatorcontrib><creatorcontrib>Kockum, Ingrid</creatorcontrib><creatorcontrib>Kristensen, Salome</creatorcontrib><creatorcontrib>Kristjansdottir, Helga</creatorcontrib><creatorcontrib>Larsen, Margit H</creatorcontrib><creatorcontrib>Hauge, Ellen-Margrethe</creatorcontrib><creatorcontrib>Loft, Anne G</creatorcontrib><creatorcontrib>Ludviksson, Bjorn R</creatorcontrib><creatorcontrib>Lund, Sigrun H</creatorcontrib><creatorcontrib>Markusson, Thorsteinn</creatorcontrib><creatorcontrib>Masson, Gisli</creatorcontrib><creatorcontrib>Melsted, Pall</creatorcontrib><creatorcontrib>Moore, Kristjan H S</creatorcontrib><creatorcontrib>Munk, Heidi</creatorcontrib><creatorcontrib>Nielsen, Kaspar R</creatorcontrib><creatorcontrib>Norddahl, Gudmundur L</creatorcontrib><creatorcontrib>Oddsson, Asmundur</creatorcontrib><creatorcontrib>Olafsdottir, Thorunn A</creatorcontrib><creatorcontrib>Olsson, Tomas</creatorcontrib><creatorcontrib>Hørslev-Petersen, Kim</creatorcontrib><creatorcontrib>Rognvaldsson, Solvi</creatorcontrib><creatorcontrib>Sanner, Helga</creatorcontrib><creatorcontrib>Silberberg, Gilad N</creatorcontrib><creatorcontrib>Stefansson, Hreinn</creatorcontrib><creatorcontrib>Sørensen, Erik</creatorcontrib><creatorcontrib>Sørensen, Inge J</creatorcontrib><creatorcontrib>Turesson, Carl</creatorcontrib><creatorcontrib>Bergman, Thomas</creatorcontrib><creatorcontrib>Alfredsson, Lars</creatorcontrib><creatorcontrib>Kvien, Tore K</creatorcontrib><creatorcontrib>Brunak, Søren</creatorcontrib><creatorcontrib>Steinsson, Kristján</creatorcontrib><creatorcontrib>Andersen, Vibeke</creatorcontrib><creatorcontrib>Rantapää-Dahlqvist, Solbritt</creatorcontrib><creatorcontrib>Hetland, Merete Lund</creatorcontrib><creatorcontrib>Klareskog, Lars</creatorcontrib><creatorcontrib>Askling, Johan</creatorcontrib><creatorcontrib>Padyukov, Leonid</creatorcontrib><creatorcontrib>Pedersen, Ole BV</creatorcontrib><creatorcontrib>Jonsdottir, Ingileif</creatorcontrib><creatorcontrib>Stefansson, Kari</creatorcontrib><creatorcontrib>Andersen, Steffen</creatorcontrib><creatorcontrib>Banasik, Karina</creatorcontrib><creatorcontrib>Brunak, Søren</creatorcontrib><creatorcontrib>Burgdorf, Kristoffer</creatorcontrib><creatorcontrib>Hansen, Thomas Folkmann</creatorcontrib><creatorcontrib>Hjalgrim, Henrik</creatorcontrib><creatorcontrib>Jemec, Gregor</creatorcontrib><creatorcontrib>Jennum, Poul</creatorcontrib><creatorcontrib>Johansson, Pär Ingemar</creatorcontrib><creatorcontrib>Nielsen, Kasper Rene</creatorcontrib><creatorcontrib>Nyegaard, Mette</creatorcontrib><creatorcontrib>Brun, Mie Topholm</creatorcontrib><creatorcontrib>Pedersen, Ole Birger</creatorcontrib><creatorcontrib>Mikkelsen, Susan</creatorcontrib><creatorcontrib>Dinh, Khoa Manh</creatorcontrib><creatorcontrib>Ostrowski, Sisse Rye</creatorcontrib><creatorcontrib>Werge, Thomas</creatorcontrib><creatorcontrib>Gudbjartsson, Daniel</creatorcontrib><creatorcontrib>Stefansson, Kari</creatorcontrib><creatorcontrib>Stefánsson, Hreinn</creatorcontrib><creatorcontrib>Þorsteinsdóttir, Unnur</creatorcontrib><creatorcontrib>Larsen, Margit Anita Hørup</creatorcontrib><creatorcontrib>Didriksen, Maria</creatorcontrib><creatorcontrib>Sækmose, Susanne</creatorcontrib><creatorcontrib>Andersen, Paal Skytt</creatorcontrib><creatorcontrib>Dessau, Ram Benny</creatorcontrib><creatorcontrib>Andersen, Malene Rohr</creatorcontrib><creatorcontrib>Hoffmann, Hans Jürgen</creatorcontrib><creatorcontrib>Brasen, Claus Lohman</creatorcontrib><creatorcontrib>Askling, Johan</creatorcontrib><creatorcontrib>Kastbom, Alf</creatorcontrib><creatorcontrib>Rantapaa-Dahlqvist, Solbritt</creatorcontrib><creatorcontrib>Turesson, Carl</creatorcontrib><creatorcontrib>Members of the DBDS Genomic Consortium</creatorcontrib><creatorcontrib>Danish RA Genetics Working Group</creatorcontrib><creatorcontrib>Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</creatorcontrib><creatorcontrib>DBDS Genomic Consortium</creatorcontrib><creatorcontrib>The Danish RA Genetics Working Group</creatorcontrib><creatorcontrib>The Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</creatorcontrib><collection>BMJ Open Access Journals</collection><collection>BMJ Journals:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>STEM Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science 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universitet</collection><jtitle>Annals of the rheumatic diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Saevarsdottir, Saedis</au><au>Stefansdottir, Lilja</au><au>Sulem, Patrick</au><au>Thorleifsson, Gudmar</au><au>Rutsdottir, Gudrun</au><au>Glintborg, Bente</au><au>Westerlind, Helga</au><au>Grondal, Gerdur</au><au>Loft, Isabella C</au><au>Sorensen, Signe Bek</au><au>Brink, Mikael</au><au>Ärlestig, Lisbeth</au><au>Arnthorsson, Asgeir Orn</au><au>Bank, Steffen</au><au>Bjorkman, Lena I</au><au>Ellingsen, Torkell</au><au>Erikstrup, Christian</au><au>Frei, Oleksandr</au><au>Gjertsson, Inger</au><au>Gudbjartsson, Daniel F</au><au>Gudjonsson, Sigurjon A</au><au>Halldorsson, Gisli H</au><au>Hillert, Jan</au><au>Hogdall, Estrid</au><au>Jacobsen, Søren</au><au>Jensen, Dorte Vendelbo</au><au>Jonsson, Helgi</au><au>Kockum, Ingrid</au><au>Kristensen, Salome</au><au>Kristjansdottir, Helga</au><au>Larsen, Margit H</au><au>Hauge, Ellen-Margrethe</au><au>Loft, Anne G</au><au>Ludviksson, Bjorn R</au><au>Lund, Sigrun H</au><au>Markusson, Thorsteinn</au><au>Masson, Gisli</au><au>Melsted, Pall</au><au>Moore, Kristjan H S</au><au>Munk, Heidi</au><au>Nielsen, Kaspar R</au><au>Norddahl, Gudmundur L</au><au>Oddsson, Asmundur</au><au>Olafsdottir, Thorunn A</au><au>Olsson, Tomas</au><au>Hørslev-Petersen, Kim</au><au>Rognvaldsson, Solvi</au><au>Sanner, Helga</au><au>Silberberg, Gilad N</au><au>Stefansson, Hreinn</au><au>Sørensen, Erik</au><au>Sørensen, Inge J</au><au>Turesson, Carl</au><au>Bergman, Thomas</au><au>Alfredsson, Lars</au><au>Kvien, Tore K</au><au>Brunak, Søren</au><au>Steinsson, Kristján</au><au>Andersen, Vibeke</au><au>Rantapää-Dahlqvist, Solbritt</au><au>Hetland, Merete Lund</au><au>Klareskog, Lars</au><au>Askling, Johan</au><au>Padyukov, Leonid</au><au>Pedersen, Ole BV</au><au>Jonsdottir, Ingileif</au><au>Stefansson, Kari</au><au>Andersen, Steffen</au><au>Banasik, Karina</au><au>Brunak, Søren</au><au>Burgdorf, Kristoffer</au><au>Hansen, Thomas Folkmann</au><au>Hjalgrim, Henrik</au><au>Jemec, Gregor</au><au>Jennum, Poul</au><au>Johansson, Pär Ingemar</au><au>Nielsen, Kasper Rene</au><au>Nyegaard, Mette</au><au>Brun, Mie Topholm</au><au>Pedersen, Ole Birger</au><au>Mikkelsen, Susan</au><au>Dinh, Khoa Manh</au><au>Ostrowski, Sisse Rye</au><au>Werge, Thomas</au><au>Gudbjartsson, Daniel</au><au>Stefansson, Kari</au><au>Stefánsson, Hreinn</au><au>Þorsteinsdóttir, Unnur</au><au>Larsen, Margit Anita Hørup</au><au>Didriksen, Maria</au><au>Sækmose, Susanne</au><au>Andersen, Paal Skytt</au><au>Dessau, Ram Benny</au><au>Andersen, Malene Rohr</au><au>Hoffmann, Hans Jürgen</au><au>Brasen, Claus Lohman</au><au>Askling, Johan</au><au>Kastbom, Alf</au><au>Rantapaa-Dahlqvist, Solbritt</au><au>Turesson, Carl</au><aucorp>Members of the DBDS Genomic Consortium</aucorp><aucorp>Danish RA Genetics Working Group</aucorp><aucorp>Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</aucorp><aucorp>DBDS Genomic Consortium</aucorp><aucorp>The Danish RA Genetics Working Group</aucorp><aucorp>The Swedish Rheumatology Quality Register Biobank Study Group (SRQb)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset</atitle><jtitle>Annals of the rheumatic diseases</jtitle><stitle>Ann Rheum Dis</stitle><addtitle>Ann Rheum Dis</addtitle><date>2022</date><risdate>2022</risdate><volume>81</volume><issue>8</issue><spage>1085</spage><epage>1095</epage><pages>1085-1095</pages><issn>0003-4967</issn><issn>1468-2060</issn><eissn>1468-2060</eissn><abstract>ObjectivesTo find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets.MethodsWe performed a genome-wide association study (GWAS) of 31 313 RA cases (68% seropositive) and ~1 million controls from Northwestern Europe. We searched for causal genes outside the HLA-locus through effect on coding, mRNA expression in several tissues and/or levels of plasma proteins (SomaScan) and did network analysis (Qiagen).ResultsWe found 25 sequence variants for RA overall, 33 for seropositive and 2 for seronegative RA, altogether 37 sequence variants at 34 non-HLA loci, of which 15 are novel. Genomic, transcriptomic and proteomic analysis of these yielded 25 causal genes in seropositive RA and additional two overall. Most encode proteins in the network of interferon-alpha/beta and IL-12/23 that signal through the JAK/STAT-pathway. Highlighting those with largest effect on seropositive RA, a rare missense variant in STAT4 (rs140675301-A) that is independent of reported non-coding STAT4-variants, increases the risk of seropositive RA 2.27-fold (p=2.1×10−9), more than the rs2476601-A missense variant in PTPN22 (OR=1.59, p=1.3×10−160). STAT4 rs140675301-A replaces hydrophilic glutamic acid with hydrophobic valine (Glu128Val) in a conserved, surface-exposed loop. A stop-mutation (rs76428106-C) in FLT3 increases seropositive RA risk (OR=1.35, p=6.6×10−11). Independent missense variants in TYK2 (rs34536443-C, rs12720356-C, rs35018800-A, latter two novel) associate with decreased risk of seropositive RA (ORs=0.63–0.87, p=10−9–10−27) and decreased plasma levels of interferon-alpha/beta receptor 1 that signals through TYK2/JAK1/STAT4.ConclusionSequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce.</abstract><cop>England</cop><pub>BMJ Publishing Group Ltd and European League Against Rheumatism</pub><pmid>35470158</pmid><doi>10.1136/annrheumdis-2021-221754</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-9301-4844</orcidid><orcidid>https://orcid.org/0000-0002-2212-6283</orcidid><orcidid>https://orcid.org/0000-0003-4229-6818</orcidid><orcidid>https://orcid.org/0000-0003-3380-5342</orcidid><orcidid>https://orcid.org/0000-0001-8259-3863</orcidid><orcidid>https://orcid.org/0000-0002-5654-4993</orcidid><orcidid>https://orcid.org/0000-0003-0433-0616</orcidid><orcidid>https://orcid.org/0000-0001-5812-5234</orcidid><orcidid>https://orcid.org/0000-0001-9601-6186</orcidid><orcidid>https://orcid.org/0000-0001-9392-6184</orcidid><orcidid>https://orcid.org/0000-0002-3805-2290</orcidid><orcidid>https://orcid.org/0000-0003-0426-4962</orcidid><orcidid>https://orcid.org/0000-0002-8931-8482</orcidid><orcidid>https://orcid.org/0000-0002-0127-2863</orcidid><orcidid>https://orcid.org/0000-0001-7187-1477</orcidid><oa>free_for_read</oa></addata></record> |
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identifier | ISSN: 0003-4967 |
ispartof | Annals of the rheumatic diseases, 2022, Vol.81 (8), p.1085-1095 |
issn | 0003-4967 1468-2060 1468-2060 |
language | eng |
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source | SWEPUB Freely available online |
subjects | Arthritis, Rheumatoid - genetics association autoantibodies Autoimmunitet och inflammation Autoimmunity and Inflammation Biobanks cells classification Clinical Medicine criteria DNA-binding fms Gene expression Genes genetic Genetic Predisposition to Disease - genetics Genetics Genome-wide association studies Genome-Wide Association Study Genomes Glutamic acid Humans Hydrophobicity inhibitor Interferon-alpha Interleukin 12 Janus kinase Janus Kinases - genetics Klinisk medicin Medical and Health Sciences Medicin och hälsovetenskap Plasma levels Plasma proteins polymorphism polymorphism, genetic Population Protein Tyrosine Phosphatase, Non-Receptor Type 22 - genetics Protein-tyrosine-phosphatase Proteins Proteomics Reumatologi och inflammation Rheumatoid Arthritis Rheumatology Rheumatology and Autoimmunity Signal Transduction - genetics STAT Transcription Factors - genetics stat4 Stat4 protein Transcriptomics Tyk2 protein Valine α-Interferon |
title | Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
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