Multiomics analysis of rheumatoid arthritis yields sequence variants that have large effects on risk of the seropositive subset.


Journal

Annals of the rheumatic diseases
ISSN: 1468-2060
Titre abrégé: Ann Rheum Dis
Pays: England
ID NLM: 0372355

Informations de publication

Date de publication:
08 2022
Historique:
received: 26 10 2021
accepted: 04 04 2022
pubmed: 27 4 2022
medline: 15 7 2022
entrez: 26 4 2022
Statut: ppublish

Résumé

To find causal genes for rheumatoid arthritis (RA) and its seropositive (RF and/or ACPA positive) and seronegative subsets. 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). 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 Sequence variants pointing to causal genes in the JAK/STAT pathway have largest effect on seropositive RA, while associations with seronegative RA remain scarce.

Identifiants

pubmed: 35470158
pii: annrheumdis-2021-221754
doi: 10.1136/annrheumdis-2021-221754
pmc: PMC9279832
doi:

Substances chimiques

Interferon-alpha 0
STAT Transcription Factors 0
Janus Kinases EC 2.7.10.2
PTPN22 protein, human EC 3.1.3.48
Protein Tyrosine Phosphatase, Non-Receptor Type 22 EC 3.1.3.48

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1085-1095

Subventions

Organisme : Medical Research Council
ID : MC_PC_17228
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_QA137853
Pays : United Kingdom

Investigateurs

Steffen Andersen (S)
Karina Banasik (K)
Søren Brunak (S)
Kristoffer Burgdorf (K)
Christian Erikstrup (C)
Thomas Folkmann Hansen (TF)
Henrik Hjalgrim (H)
Gregor Jemec (G)
Poul Jennum (P)
Pär Ingemar Johansson (PI)
Kasper Rene Nielsen (KR)
Mette Nyegaard (M)
Mie Topholm Brun (MT)
Ole Birger Pedersen (OB)
Susan Mikkelsen (S)
Khoa Manh Dinh (KM)
Erik Sørensen (E)
Henrik Ullum (H)
Sisse Rye Ostrowski (SR)
Thomas Werge (T)
Daniel Gudbjartsson (D)
Kari Stefansson (K)
Hreinn Stefánsson (H)
Unnur Þorsteinsdóttir (U)
Margit Anita Hørup Larsen (MAH)
Maria Didriksen (M)
Susanne Sækmose (S)
Paal Skytt Andersen (PS)
Ram Benny Dessau (RB)
Malene Rohr Andersen (MR)
Hans Jürgen Hoffmann (HJ)
Claus Lohman Brasen (CL)
Johan Askling (J)
Eva Baecklund (E)
Lena Bjorkman (L)
Alf Kastbom (A)
Solbritt Rantapaa-Dahlqvist (S)
Carl Turesson (C)

Informations de copyright

© 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.

Déclaration de conflit d'intérêts

Competing interests: Authors affiliated with deCODE Genetics/Amgen declare competing financial interests as employees. OAA is a consultant to HealthLytix. The following coauthors report the following but unrelated to the current report: Karolinska Institutet, with JA as principal investigator, has entered into agreements with the following entities, mainly but not exclusively for safety monitoring of rheumatology immunomodulators: Abbvie, BMS, Eli Lilly, Janssen, MSD, Pfizer, Roche, Samsung Bioepis and Sanofi, unrelated to the present study. SB has ownerships in Intomics A/S, Hoba Therapeutics Aps, Novo Nordisk A/S, Lundbeck A/S and managing board memberships in Proscion A/S and Intomics A/S. BG has received research grants from AbbVie, Bristol Myers-Squibb and Pfizer; OH has received research grants from AbbVie, Novartis and Pfizer, DVJ has received speaker and consultation fees from AbbVie, Janssen, Lilly, MSD, Novartis, Pfizer, Roche and UCB, AGL has received speaking and/or consulting fees from AbbVie, Janssen, Lilly, MSD, Novartis, Pfizer, Roche and UCB; and CT has received consulting fees from Roche, speaker fees from Abbvie, Bristol Myers-Squibb, Nordic Drugs, Pfizer and Roche, and an unrestricted grant from Bristol Myers-Squibb.

Références

Leukemia. 2019 Feb;33(2):299-312
pubmed: 30651634
Nat Rev Rheumatol. 2016 Jun;12(6):335-43
pubmed: 27098907
Nature. 2018 Jun;558(7708):73-79
pubmed: 29875488
Arthritis Res Ther. 2013;15(6):R209
pubmed: 24314260
J Investig Med. 2021 Feb 8;:
pubmed: 33558275
Ann Rheum Dis. 2011 Feb;70(2):259-65
pubmed: 21156761
Physiol Rev. 2019 Jul 1;99(3):1433-1466
pubmed: 31066629
Nat Rev Dis Primers. 2018 Feb 08;4:18001
pubmed: 29417936
N Engl J Med. 2020 Jan 16;382(3):211-221
pubmed: 31851795
Lancet. 2017 Jun 10;389(10086):2328-2337
pubmed: 28612747
Nature. 2020 Aug;584(7822):619-623
pubmed: 32581359
Nat Rev Drug Discov. 2017 Dec;16(12):843-862
pubmed: 29104284
BMJ Open. 2018 Feb 1;8(2):e019325
pubmed: 29391382
Ann Rheum Dis. 2019 Apr;78(4):446-453
pubmed: 30530827
Immunity. 2017 Feb 21;46(2):220-232
pubmed: 28228280
Ann Rheum Dis. 2015 Mar;74(3):e15
pubmed: 24532677
Nat Genet. 2015 May;47(5):435-44
pubmed: 25807286
Ann Rheum Dis. 2007 Aug;66(8):992-9
pubmed: 17223651
N Engl J Med. 2007 Sep 6;357(10):977-86
pubmed: 17804842
J Immunol. 2012 Oct 15;189(8):4123-34
pubmed: 22962687
Nature. 2014 Feb 20;506(7488):376-81
pubmed: 24390342
Int J Biol Sci. 2020 Mar 5;16(9):1575-1585
pubmed: 32226303
Nat Rev Mol Cell Biol. 2002 Sep;3(9):651-62
pubmed: 12209125
Nat Commun. 2017 Feb 27;8:14357
pubmed: 28240269
Front Immunol. 2019 May 29;10:1222
pubmed: 31191558
BMJ Open. 2019 Jun 9;9(6):e028401
pubmed: 31182452
Pharmacol Res. 2019 Sep;147:104392
pubmed: 31401212
Science. 1996 Aug 9;273(5276):794-7
pubmed: 8670419
Clin Epidemiol. 2016 Oct 25;8:737-742
pubmed: 27822121
Science. 1998 Feb 13;279(5353):1048-52
pubmed: 9461439
PLoS One. 2008;3(11):e3633
pubmed: 18982072
Arthritis Rheum. 1988 Mar;31(3):315-24
pubmed: 3358796
J Immunol. 2000 May 1;164(9):4659-64
pubmed: 10779770
Int J Epidemiol. 2015 Oct;44(5):1706-21
pubmed: 26286434
Autoimmun Rev. 2021 Mar;20(3):102750
pubmed: 33482338
Eur J Intern Med. 2020 Jan;71:101-103
pubmed: 31757580
Int J Epidemiol. 2016 Apr;45(2):382-8
pubmed: 27063603
EMBO J. 1996 Oct 15;15(20):5616-26
pubmed: 8896455
Nature. 2018 Oct;562(7726):203-209
pubmed: 30305743
Ann Rheum Dis. 2021 May;80(5):558-565
pubmed: 33310728
Nat Genet. 2016 Mar;48(3):314-7
pubmed: 26854916
Transl Psychiatry. 2019 Oct 17;9(1):258
pubmed: 31624239
Rheumatol Int. 2013 Nov;33(11):2757-61
pubmed: 23801380
Sci Transl Med. 2016 Nov 2;8(363):363ra149
pubmed: 27807284
Arthritis Rheum. 2010 Sep;62(9):2569-81
pubmed: 20872595
Ann Rheum Dis. 2018 Jul;77(7):1070-1077
pubmed: 29475858
Nat Genet. 2021 Dec;53(12):1712-1721
pubmed: 34857953
Ann Rheum Dis. 2020 Dec;79(12):1565-1571
pubmed: 32868391
Curr Pharm Des. 2015;21(2):130-41
pubmed: 25163744

Auteurs

Saedis Saevarsdottir (S)

deCODE genetics/Amgen, Reykjavik, Iceland saedis.saevarsdottir@decode.is kstefans@decode.is.
Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.
Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.
Department of Medicine, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Lilja Stefansdottir (L)

deCODE genetics/Amgen, Reykjavik, Iceland.

Patrick Sulem (P)

deCODE genetics/Amgen, Reykjavik, Iceland.

Gudmar Thorleifsson (G)

deCODE genetics/Amgen, Reykjavik, Iceland.

Egil Ferkingstad (E)

deCODE genetics/Amgen, Reykjavik, Iceland.

Gudrun Rutsdottir (G)

deCODE genetics/Amgen, Reykjavik, Iceland.

Bente Glintborg (B)

The DANBIO registry, the Danish Rheumatologic Biobank and Copenhagen Center for Arthritis Research (COPECARE), Centre for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark.
Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Helga Westerlind (H)

Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.

Gerdur Grondal (G)

Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.
Department of Medicine, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.
Center for Rheumatology Research, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Isabella C Loft (IC)

Department of Clinical Immunology, Zealand University Hospital, Køge, Denmark.

Signe Bek Sorensen (SB)

Molecular Diagnostics and Clinical Research Unit, IRS-Center Sonderjylland, University Hospital of Southern Denmark, Aabenraa, Denmark.

Benedicte A Lie (BA)

Department of Medical Genetics, University of Oslo, Oslo, Norway.
Oslo University Hospital, Oslo, Norway.

Mikael Brink (M)

Department of Public Health and Clinical Medicine, Rheumatology, Umeå University, Umeå, Sweden.

Lisbeth Ärlestig (L)

Department of Public Health and Clinical Medicine, Rheumatology, Umeå University, Umeå, Sweden.

Asgeir Orn Arnthorsson (AO)

deCODE genetics/Amgen, Reykjavik, Iceland.

Eva Baecklund (E)

Department of Medical Sciences, Section of Rheumatology, Uppsala University, Uppsala, Sweden.

Karina Banasik (K)

Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Steffen Bank (S)

Molecular Diagnostics and Clinical Research Unit, IRS-Center Sonderjylland, University Hospital of Southern Denmark, Aabenraa, Denmark.

Lena I Bjorkman (LI)

Department of Rheumatology and Inflammation research, University of Gothenburg, Gothenburg, Sweden.

Torkell Ellingsen (T)

OPEN Explorative Network, University of Southern Denmark, Odense, Denmark.
Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark.

Christian Erikstrup (C)

Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark.

Oleksandr Frei (O)

NORMENT Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway.

Inger Gjertsson (I)

Department of Rheumatology and Inflammation Research, Gothenburg University, Gothenburg, Sweden.

Daniel F Gudbjartsson (DF)

deCODE genetics/Amgen, Reykjavik, Iceland.
School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland.

Sigurjon A Gudjonsson (SA)

deCODE genetics/Amgen, Reykjavik, Iceland.

Gisli H Halldorsson (GH)

deCODE genetics/Amgen, Reykjavik, Iceland.
School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland.

Oliver Hendricks (O)

Danish Hospital for Rheumatic Diseases, University Hospital of Southern Denmark, Sønderborg, Denmark.
Department of Regional Health Research, University of Southern Denmark, Odense, Denmark.

Jan Hillert (J)

Department of Clinical Neurosciences, Karolinska Institutet, Stockholm, Sweden.

Estrid Hogdall (E)

Department of Pathology, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.

Søren Jacobsen (S)

Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Copenhagen Lupus and Vasculitis Clinic, Center for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen, Denmark.

Dorte Vendelbo Jensen (DV)

Department of Rheumatology, Center for Rheumatology and Spine Diseases, Gentofte and Herlev Hospital, Rønne, Denmark.

Helgi Jonsson (H)

Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.
Department of Medicine, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Alf Kastbom (A)

Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.

Ingrid Kockum (I)

Department of Clinical Neurosciences, Karolinska Institutet, Stockholm, Sweden.

Salome Kristensen (S)

Department of Rheumatology, Aalborg University Hospital, Aalborg, Denmark.
Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.

Helga Kristjansdottir (H)

Center for Rheumatology Research, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Margit H Larsen (MH)

Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.

Asta Linauskas (A)

Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
Department of Rheumatology, North Denmark Regional Hospital, Hjørring, Denmark.

Ellen-Margrethe Hauge (EM)

Department of Rheumatology, Aarhus University Hospital, Aarhus, Denmark.
Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.

Anne G Loft (AG)

Department of Rheumatology, Aarhus University Hospital, Aarhus, Denmark.
Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.

Bjorn R Ludviksson (BR)

Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.
Department of Immunology, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Sigrun H Lund (SH)

deCODE genetics/Amgen, Reykjavik, Iceland.

Thorsteinn Markusson (T)

deCODE genetics/Amgen, Reykjavik, Iceland.
Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.

Gisli Masson (G)

deCODE genetics/Amgen, Reykjavik, Iceland.

Pall Melsted (P)

deCODE genetics/Amgen, Reykjavik, Iceland.
School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland.

Kristjan H S Moore (KHS)

deCODE genetics/Amgen, Reykjavik, Iceland.

Heidi Munk (H)

OPEN Explorative Network, University of Southern Denmark, Odense, Denmark.
Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark.

Kaspar R Nielsen (KR)

Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark.

Gudmundur L Norddahl (GL)

deCODE genetics/Amgen, Reykjavik, Iceland.

Asmundur Oddsson (A)

deCODE genetics/Amgen, Reykjavik, Iceland.

Thorunn A Olafsdottir (TA)

deCODE genetics/Amgen, Reykjavik, Iceland.
Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.

Pall I Olason (PI)

deCODE genetics/Amgen, Reykjavik, Iceland.

Tomas Olsson (T)

Department of Clinical Neurosciences, Karolinska Institutet, Stockholm, Sweden.

Sisse Rye Ostrowski (SR)

Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.

Kim Hørslev-Petersen (K)

Danish Hospital for Rheumatic Diseases, University Hospital of Southern Denmark, Sønderborg, Denmark.

Solvi Rognvaldsson (S)

deCODE genetics/Amgen, Reykjavik, Iceland.

Helga Sanner (H)

Section of Rheumatology, Oslo University Hospital, Oslo, Norway.
Oslo New University College, Oslo, Norway.

Gilad N Silberberg (GN)

Division of Rheumatology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.

Hreinn Stefansson (H)

deCODE genetics/Amgen, Reykjavik, Iceland.

Erik Sørensen (E)

Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.

Inge J Sørensen (IJ)

Copenhagen Lupus and Vasculitis Clinic, Center for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen, Denmark.

Carl Turesson (C)

Rheumatology, Department of Clinical Sciences, Malmö, Lund University, Malmö, Sweden.

Thomas Bergman (T)

Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.

Lars Alfredsson (L)

Department of Clinical Neurosciences, Karolinska Institutet, Stockholm, Sweden.
Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.

Tore K Kvien (TK)

University of Oslo, Oslo, Norway.
Diakonhjemmet Hospital, Oslo, Norway.

Søren Brunak (S)

Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Kristján Steinsson (K)

Center for Rheumatology Research, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Vibeke Andersen (V)

Molecular Diagnostics and Clinical Research Unit, IRS-Center Sonderjylland, University Hospital of Southern Denmark, Aabenraa, Denmark.
OPEN Explorative Network, University of Southern Denmark, Odense, Denmark.
Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark.

Ole A Andreassen (OA)

NORMENT Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.

Solbritt Rantapää-Dahlqvist (S)

Department of Public Health and Clinical Medicine, Rheumatology, Umeå University, Umeå, Sweden.

Merete Lund Hetland (ML)

The DANBIO registry, the Danish Rheumatologic Biobank and Copenhagen Center for Arthritis Research (COPECARE), Centre for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark.
Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Lars Klareskog (L)

Division of Rheumatology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.

Johan Askling (J)

Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.

Leonid Padyukov (L)

Division of Rheumatology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.

Ole Bv Pedersen (OB)

Department of Clinical Immunology, Zealand University Hospital, Køge, Denmark.

Unnur Thorsteinsdottir (U)

deCODE genetics/Amgen, Reykjavik, Iceland.
Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.

Ingileif Jonsdottir (I)

deCODE genetics/Amgen, Reykjavik, Iceland.
Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.
Department of Immunology, Landspitali, the National University Hospital of Iceland, Reykjavik, Iceland.

Kari Stefansson (K)

deCODE genetics/Amgen, Reykjavik, Iceland saedis.saevarsdottir@decode.is kstefans@decode.is.
Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.

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