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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...

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Autores principales: 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
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
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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.
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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
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AT pedersenolebv multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset
AT thorsteinsdottirunnur multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset
AT jonsdottiringileif multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset
AT stefanssonkari multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset
AT multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset
AT multiomicsanalysisofrheumatoidarthritisyieldssequencevariantsthathavelargeeffectsonriskoftheseropositivesubset