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
Hauptverfasser: 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, 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, 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, Kastbom, Alf, Rantapaa-Dahlqvist, Solbritt
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container_end_page 1095
container_issue 8
container_start_page 1085
container_title Annals of the rheumatic diseases
container_volume 81
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
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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. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.</rights><rights>2022 Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ . Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2022 Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ . Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>info:eu-repo/semantics/openAccess</rights><rights>Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. 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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 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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
recordid cdi_swepub_primary_oai_swepub_ki_se_453838
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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