Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
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
_version_ 1783632955419131904
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
work_keys_str_mv AT sandlingjohannak molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT pucholtpascal molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT hultinrosenberglina molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT fariasfabianahg molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT kozyrevsergeyv molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT elorantamaijaleena molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT alexssonandrei molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT bianchimatteo molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT padyukovleonid molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT bengtssonchristine molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT jonssonroland molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT omdalroald molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT liebenedictea molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT massarentilaura molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT steffensenrudi molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT jakobsenmariannea molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT lillevangsørent molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT lerangkaroline molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT molbergøyvind molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT vossanne molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT troldborganne molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT jacobsensøren molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT syvanenannchristine molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT jonsenandreas molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT gunnarssoniva molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT svenungssonelisabet molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT rantapaadahlqvistsolbritt molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT bengtssonandersa molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT sjowallchristopher molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT leonarddag molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT lindbladtohkerstin molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing
AT ronnblomlars molecularpathwaysinpatientswithsystemiclupuserythematosusrevealedbygenecentreddnasequencing