Cargando…
Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset
OBJECTIVES: To find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets. METHODS: We performed a genome-wide association study (GWAS) of 31 313 RA cases (68% seropositive) and ~1 million controls from Northwestern Europe. We searched for...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279832/ https://www.ncbi.nlm.nih.gov/pubmed/35470158 http://dx.doi.org/10.1136/annrheumdis-2021-221754 |
_version_ | 1784746489906462720 |
---|---|
author | Saevarsdottir, Saedis Stefansdottir, Lilja Sulem, Patrick Thorleifsson, Gudmar Ferkingstad, Egil Rutsdottir, Gudrun Glintborg, Bente Westerlind, Helga Grondal, Gerdur Loft, Isabella C Sorensen, Signe Bek Lie, Benedicte A Brink, Mikael Ärlestig, Lisbeth Arnthorsson, Asgeir Orn Baecklund, Eva Banasik, Karina Bank, Steffen Bjorkman, Lena I Ellingsen, Torkell Erikstrup, Christian Frei, Oleksandr Gjertsson, Inger Gudbjartsson, Daniel F Gudjonsson, Sigurjon A Halldorsson, Gisli H Hendricks, Oliver Hillert, Jan Hogdall, Estrid Jacobsen, Søren Jensen, Dorte Vendelbo Jonsson, Helgi Kastbom, Alf Kockum, Ingrid Kristensen, Salome Kristjansdottir, Helga Larsen, Margit H Linauskas, Asta 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 Olason, Pall I Olsson, Tomas Ostrowski, Sisse Rye 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 Andreassen, Ole A Rantapää-Dahlqvist, Solbritt Hetland, Merete Lund Klareskog, Lars Askling, Johan Padyukov, Leonid Pedersen, Ole BV Thorsteinsdottir, Unnur Jonsdottir, Ingileif Stefansson, Kari |
author_facet | Saevarsdottir, Saedis Stefansdottir, Lilja Sulem, Patrick Thorleifsson, Gudmar Ferkingstad, Egil Rutsdottir, Gudrun Glintborg, Bente Westerlind, Helga Grondal, Gerdur Loft, Isabella C Sorensen, Signe Bek Lie, Benedicte A Brink, Mikael Ärlestig, Lisbeth Arnthorsson, Asgeir Orn Baecklund, Eva Banasik, Karina Bank, Steffen Bjorkman, Lena I Ellingsen, Torkell Erikstrup, Christian Frei, Oleksandr Gjertsson, Inger Gudbjartsson, Daniel F Gudjonsson, Sigurjon A Halldorsson, Gisli H Hendricks, Oliver Hillert, Jan Hogdall, Estrid Jacobsen, Søren Jensen, Dorte Vendelbo Jonsson, Helgi Kastbom, Alf Kockum, Ingrid Kristensen, Salome Kristjansdottir, Helga Larsen, Margit H Linauskas, Asta 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 Olason, Pall I Olsson, Tomas Ostrowski, Sisse Rye 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 Andreassen, Ole A Rantapää-Dahlqvist, Solbritt Hetland, Merete Lund Klareskog, Lars Askling, Johan Padyukov, Leonid Pedersen, Ole BV Thorsteinsdottir, Unnur Jonsdottir, Ingileif Stefansson, Kari |
author_sort | Saevarsdottir, Saedis |
collection | PubMed |
description | OBJECTIVES: To find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets. METHODS: We 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). RESULTS: We 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. CONCLUSION: Sequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce. |
format | Online Article Text |
id | pubmed-9279832 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-92798322022-08-01 Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset Saevarsdottir, Saedis Stefansdottir, Lilja Sulem, Patrick Thorleifsson, Gudmar Ferkingstad, Egil Rutsdottir, Gudrun Glintborg, Bente Westerlind, Helga Grondal, Gerdur Loft, Isabella C Sorensen, Signe Bek Lie, Benedicte A Brink, Mikael Ärlestig, Lisbeth Arnthorsson, Asgeir Orn Baecklund, Eva Banasik, Karina Bank, Steffen Bjorkman, Lena I Ellingsen, Torkell Erikstrup, Christian Frei, Oleksandr Gjertsson, Inger Gudbjartsson, Daniel F Gudjonsson, Sigurjon A Halldorsson, Gisli H Hendricks, Oliver Hillert, Jan Hogdall, Estrid Jacobsen, Søren Jensen, Dorte Vendelbo Jonsson, Helgi Kastbom, Alf Kockum, Ingrid Kristensen, Salome Kristjansdottir, Helga Larsen, Margit H Linauskas, Asta 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 Olason, Pall I Olsson, Tomas Ostrowski, Sisse Rye 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 Andreassen, Ole A Rantapää-Dahlqvist, Solbritt Hetland, Merete Lund Klareskog, Lars Askling, Johan Padyukov, Leonid Pedersen, Ole BV Thorsteinsdottir, Unnur Jonsdottir, Ingileif Stefansson, Kari Ann Rheum Dis Rheumatoid Arthritis OBJECTIVES: To find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets. METHODS: We 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). RESULTS: We 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. CONCLUSION: Sequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce. BMJ Publishing Group 2022-08 2022-04-25 /pmc/articles/PMC9279832/ /pubmed/35470158 http://dx.doi.org/10.1136/annrheumdis-2021-221754 Text en © 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. https://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/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Rheumatoid Arthritis Saevarsdottir, Saedis Stefansdottir, Lilja Sulem, Patrick Thorleifsson, Gudmar Ferkingstad, Egil Rutsdottir, Gudrun Glintborg, Bente Westerlind, Helga Grondal, Gerdur Loft, Isabella C Sorensen, Signe Bek Lie, Benedicte A Brink, Mikael Ärlestig, Lisbeth Arnthorsson, Asgeir Orn Baecklund, Eva Banasik, Karina Bank, Steffen Bjorkman, Lena I Ellingsen, Torkell Erikstrup, Christian Frei, Oleksandr Gjertsson, Inger Gudbjartsson, Daniel F Gudjonsson, Sigurjon A Halldorsson, Gisli H Hendricks, Oliver Hillert, Jan Hogdall, Estrid Jacobsen, Søren Jensen, Dorte Vendelbo Jonsson, Helgi Kastbom, Alf Kockum, Ingrid Kristensen, Salome Kristjansdottir, Helga Larsen, Margit H Linauskas, Asta 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 Olason, Pall I Olsson, Tomas Ostrowski, Sisse Rye 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 Andreassen, Ole A Rantapää-Dahlqvist, Solbritt Hetland, Merete Lund Klareskog, Lars Askling, Johan Padyukov, Leonid Pedersen, Ole BV Thorsteinsdottir, Unnur Jonsdottir, Ingileif Stefansson, Kari Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
title | Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
title_full | Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
title_fullStr | Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
title_full_unstemmed | Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
title_short | Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
title_sort | multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset |
topic | Rheumatoid Arthritis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279832/ https://www.ncbi.nlm.nih.gov/pubmed/35470158 http://dx.doi.org/10.1136/annrheumdis-2021-221754 |
work_keys_str_mv | AT saevarsdottirsaedis multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT stefansdottirlilja multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT sulempatrick multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT thorleifssongudmar multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT ferkingstadegil multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT rutsdottirgudrun multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT glintborgbente multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT westerlindhelga multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT grondalgerdur multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT loftisabellac multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT sorensensignebek multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT liebenedictea multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT brinkmikael multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT arlestiglisbeth multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT arnthorssonasgeirorn multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT baecklundeva multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT banasikkarina multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT banksteffen multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT bjorkmanlenai multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT ellingsentorkell multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT erikstrupchristian multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT freioleksandr multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT gjertssoninger multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT gudbjartssondanielf multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT gudjonssonsigurjona multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT halldorssongislih multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT hendricksoliver multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT hillertjan multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT hogdallestrid multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT jacobsensøren multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT jensendortevendelbo multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT jonssonhelgi multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT kastbomalf multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT kockumingrid multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT kristensensalome multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT kristjansdottirhelga multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT larsenmargith multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT linauskasasta multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT haugeellenmargrethe multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT loftanneg multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT ludvikssonbjornr multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT lundsigrunh multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT markussonthorsteinn multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT massongisli multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT melstedpall multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT moorekristjanhs multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT munkheidi multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT nielsenkasparr multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT norddahlgudmundurl multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT oddssonasmundur multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT olafsdottirthorunna multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT olasonpalli multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT olssontomas multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT ostrowskisisserye multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT hørslevpetersenkim multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT rognvaldssonsolvi multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT sannerhelga multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT silberberggiladn multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT stefanssonhreinn multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT sørensenerik multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT sørenseningej multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT turessoncarl multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT bergmanthomas multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT alfredssonlars multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT kvientorek multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT brunaksøren multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT steinssonkristjan multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT andersenvibeke multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT andreassenolea multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT rantapaadahlqvistsolbritt multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT hetlandmeretelund multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT klareskoglars multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT asklingjohan multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT padyukovleonid multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT pedersenolebv multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT thorsteinsdottirunnur multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT jonsdottiringileif multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT stefanssonkari multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset AT multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset |