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Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing
OBJECTIVES: Systemic lupus erythematosus (SLE) is an autoimmune disease with extensive heterogeneity in disease presentation between patients, which is likely due to an underlying molecular diversity. Here, we aimed at elucidating the genetic aetiology of SLE from the immunity pathway level to the s...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788061/ https://www.ncbi.nlm.nih.gov/pubmed/33037003 http://dx.doi.org/10.1136/annrheumdis-2020-218636 |
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author | Sandling, Johanna K Pucholt, Pascal Hultin Rosenberg, Lina Farias, Fabiana H G Kozyrev, Sergey V Eloranta, Maija-Leena Alexsson, Andrei Bianchi, Matteo Padyukov, Leonid Bengtsson, Christine Jonsson, Roland Omdal, Roald Lie, Benedicte A Massarenti, Laura Steffensen, Rudi Jakobsen, Marianne A Lillevang, Søren T Lerang, Karoline Molberg, Øyvind Voss, Anne Troldborg, Anne Jacobsen, Søren Syvänen, Ann-Christine Jönsen, Andreas Gunnarsson, Iva Svenungsson, Elisabet Rantapää-Dahlqvist, Solbritt Bengtsson, Anders A Sjöwall, Christopher Leonard, Dag Lindblad-Toh, Kerstin Rönnblom, Lars |
author_facet | Sandling, Johanna K Pucholt, Pascal Hultin Rosenberg, Lina Farias, Fabiana H G Kozyrev, Sergey V Eloranta, Maija-Leena Alexsson, Andrei Bianchi, Matteo Padyukov, Leonid Bengtsson, Christine Jonsson, Roland Omdal, Roald Lie, Benedicte A Massarenti, Laura Steffensen, Rudi Jakobsen, Marianne A Lillevang, Søren T Lerang, Karoline Molberg, Øyvind Voss, Anne Troldborg, Anne Jacobsen, Søren Syvänen, Ann-Christine Jönsen, Andreas Gunnarsson, Iva Svenungsson, Elisabet Rantapää-Dahlqvist, Solbritt Bengtsson, Anders A Sjöwall, Christopher Leonard, Dag Lindblad-Toh, Kerstin Rönnblom, Lars |
author_sort | Sandling, Johanna K |
collection | PubMed |
description | OBJECTIVES: Systemic lupus erythematosus (SLE) is an autoimmune disease with extensive heterogeneity in disease presentation between patients, which is likely due to an underlying molecular diversity. Here, we aimed at elucidating the genetic aetiology of SLE from the immunity pathway level to the single variant level, and stratify patients with SLE into distinguishable molecular subgroups, which could inform treatment choices in SLE. METHODS: We undertook a pathway-centred approach, using sequencing of immunological pathway genes. Altogether 1832 candidate genes were analysed in 958 Swedish patients with SLE and 1026 healthy individuals. Aggregate and single variant association testing was performed, and we generated pathway polygenic risk scores (PRS). RESULTS: We identified two main independent pathways involved in SLE susceptibility: T lymphocyte differentiation and innate immunity, characterised by HLA and interferon, respectively. Pathway PRS defined pathways in individual patients, who on average were positive for seven pathways. We found that SLE organ damage was more pronounced in patients positive for the T or B cell receptor signalling pathways. Further, pathway PRS-based clustering allowed stratification of patients into four groups with different risk score profiles. Studying sets of genes with priors for involvement in SLE, we observed an aggregate common variant contribution to SLE at genes previously reported for monogenic SLE as well as at interferonopathy genes. CONCLUSIONS: Our results show that pathway risk scores have the potential to stratify patients with SLE beyond clinical manifestations into molecular subsets, which may have implications for clinical follow-up and therapy selection. |
format | Online Article Text |
id | pubmed-7788061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-77880612021-01-14 Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing Sandling, Johanna K Pucholt, Pascal Hultin Rosenberg, Lina Farias, Fabiana H G Kozyrev, Sergey V Eloranta, Maija-Leena Alexsson, Andrei Bianchi, Matteo Padyukov, Leonid Bengtsson, Christine Jonsson, Roland Omdal, Roald Lie, Benedicte A Massarenti, Laura Steffensen, Rudi Jakobsen, Marianne A Lillevang, Søren T Lerang, Karoline Molberg, Øyvind Voss, Anne Troldborg, Anne Jacobsen, Søren Syvänen, Ann-Christine Jönsen, Andreas Gunnarsson, Iva Svenungsson, Elisabet Rantapää-Dahlqvist, Solbritt Bengtsson, Anders A Sjöwall, Christopher Leonard, Dag Lindblad-Toh, Kerstin Rönnblom, Lars Ann Rheum Dis Systemic Lupus Erythematosus OBJECTIVES: Systemic lupus erythematosus (SLE) is an autoimmune disease with extensive heterogeneity in disease presentation between patients, which is likely due to an underlying molecular diversity. Here, we aimed at elucidating the genetic aetiology of SLE from the immunity pathway level to the single variant level, and stratify patients with SLE into distinguishable molecular subgroups, which could inform treatment choices in SLE. METHODS: We undertook a pathway-centred approach, using sequencing of immunological pathway genes. Altogether 1832 candidate genes were analysed in 958 Swedish patients with SLE and 1026 healthy individuals. Aggregate and single variant association testing was performed, and we generated pathway polygenic risk scores (PRS). RESULTS: We identified two main independent pathways involved in SLE susceptibility: T lymphocyte differentiation and innate immunity, characterised by HLA and interferon, respectively. Pathway PRS defined pathways in individual patients, who on average were positive for seven pathways. We found that SLE organ damage was more pronounced in patients positive for the T or B cell receptor signalling pathways. Further, pathway PRS-based clustering allowed stratification of patients into four groups with different risk score profiles. Studying sets of genes with priors for involvement in SLE, we observed an aggregate common variant contribution to SLE at genes previously reported for monogenic SLE as well as at interferonopathy genes. CONCLUSIONS: Our results show that pathway risk scores have the potential to stratify patients with SLE beyond clinical manifestations into molecular subsets, which may have implications for clinical follow-up and therapy selection. BMJ Publishing Group 2021-01 2020-10-09 /pmc/articles/PMC7788061/ /pubmed/33037003 http://dx.doi.org/10.1136/annrheumdis-2020-218636 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Systemic Lupus Erythematosus Sandling, Johanna K Pucholt, Pascal Hultin Rosenberg, Lina Farias, Fabiana H G Kozyrev, Sergey V Eloranta, Maija-Leena Alexsson, Andrei Bianchi, Matteo Padyukov, Leonid Bengtsson, Christine Jonsson, Roland Omdal, Roald Lie, Benedicte A Massarenti, Laura Steffensen, Rudi Jakobsen, Marianne A Lillevang, Søren T Lerang, Karoline Molberg, Øyvind Voss, Anne Troldborg, Anne Jacobsen, Søren Syvänen, Ann-Christine Jönsen, Andreas Gunnarsson, Iva Svenungsson, Elisabet Rantapää-Dahlqvist, Solbritt Bengtsson, Anders A Sjöwall, Christopher Leonard, Dag Lindblad-Toh, Kerstin Rönnblom, Lars Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing |
title | Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing |
title_full | Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing |
title_fullStr | Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing |
title_full_unstemmed | Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing |
title_short | Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing |
title_sort | molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred dna sequencing |
topic | Systemic Lupus Erythematosus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788061/ https://www.ncbi.nlm.nih.gov/pubmed/33037003 http://dx.doi.org/10.1136/annrheumdis-2020-218636 |
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