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Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients
Systemic Lupus Erythematosus (SLE) is a heterogeneous autoimmune disease, which currently lacks specific diagnostic biomarkers. The diversity within the patients obstructs clinical trials but may also reflect differences in underlying pathogenesis. Our objective was to obtain protein profiles to ide...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6533644/ https://www.ncbi.nlm.nih.gov/pubmed/31156624 http://dx.doi.org/10.3389/fimmu.2019.01029 |
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author | Idborg, Helena Zandian, Arash Ossipova, Elena Wigren, Edvard Preger, Charlotta Mobarrez, Fariborz Checa, Antonio Sohrabian, Azita Pucholt, Pascal Sandling, Johanna K. Fernandes-Cerqueira, Cátia Rönnelid, Johan Oke, Vilija Grosso, Giorgia Kvarnström, Marika Larsson, Anders Wheelock, Craig E. Syvänen, Ann-Christine Rönnblom, Lars Kultima, Kim Persson, Helena Gräslund, Susanne Gunnarsson, Iva Nilsson, Peter Svenungsson, Elisabet Jakobsson, Per-Johan |
author_facet | Idborg, Helena Zandian, Arash Ossipova, Elena Wigren, Edvard Preger, Charlotta Mobarrez, Fariborz Checa, Antonio Sohrabian, Azita Pucholt, Pascal Sandling, Johanna K. Fernandes-Cerqueira, Cátia Rönnelid, Johan Oke, Vilija Grosso, Giorgia Kvarnström, Marika Larsson, Anders Wheelock, Craig E. Syvänen, Ann-Christine Rönnblom, Lars Kultima, Kim Persson, Helena Gräslund, Susanne Gunnarsson, Iva Nilsson, Peter Svenungsson, Elisabet Jakobsson, Per-Johan |
author_sort | Idborg, Helena |
collection | PubMed |
description | Systemic Lupus Erythematosus (SLE) is a heterogeneous autoimmune disease, which currently lacks specific diagnostic biomarkers. The diversity within the patients obstructs clinical trials but may also reflect differences in underlying pathogenesis. Our objective was to obtain protein profiles to identify potential general biomarkers of SLE and to determine molecular subgroups within SLE for patient stratification. Plasma samples from a cross-sectional study of well-characterized SLE patients (n = 379) and matched population controls (n = 316) were analyzed by antibody suspension bead array targeting 281 proteins. To investigate the differences between SLE and controls, Mann–Whitney U-test with Bonferroni correction, generalized linear modeling and receiver operating characteristics (ROC) analysis were performed. K-means clustering was used to identify molecular SLE subgroups. We identified Interferon regulating factor 5 (IRF5), solute carrier family 22 member 2 (SLC22A2) and S100 calcium binding protein A12 (S100A12) as the three proteins with the largest fold change between SLE patients and controls (SLE/Control = 1.4, 1.4, and 1.2 respectively). The lowest p-values comparing SLE patients and controls were obtained for S100A12, Matrix metalloproteinase-1 (MMP1) and SLC22A2 (p(adjusted) = 3 × 10(−9), 3 × 10(−6), and 5 × 10(−6) respectively). In a set of 15 potential biomarkers differentiating SLE patients and controls, two of the proteins were transcription factors, i.e., IRF5 and SAM pointed domain containing ETS transcription factor (SPDEF). IRF5 was up-regulated while SPDEF was found to be down-regulated in SLE patients. Unsupervised clustering of all investigated proteins identified three molecular subgroups among SLE patients, characterized by (1) high levels of rheumatoid factor-IgM, (2) low IRF5, and (3) high IRF5. IRF5 expressing microparticles were analyzed by flow cytometry in a subset of patients to confirm the presence of IRF5 in plasma and detection of extracellular IRF5 was further confirmed by immunoprecipitation-mass spectrometry (IP-MS). Interestingly IRF5, a known genetic risk factor for SLE, was detected extracellularly and suggested by unsupervised clustering analysis to differentiate between SLE subgroups. Our results imply a set of circulating molecules as markers of possible pathogenic importance in SLE. We believe that these findings could be of relevance for understanding the pathogenesis and diversity of SLE, as well as for selection of patients in clinical trials. |
format | Online Article Text |
id | pubmed-6533644 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65336442019-05-31 Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients Idborg, Helena Zandian, Arash Ossipova, Elena Wigren, Edvard Preger, Charlotta Mobarrez, Fariborz Checa, Antonio Sohrabian, Azita Pucholt, Pascal Sandling, Johanna K. Fernandes-Cerqueira, Cátia Rönnelid, Johan Oke, Vilija Grosso, Giorgia Kvarnström, Marika Larsson, Anders Wheelock, Craig E. Syvänen, Ann-Christine Rönnblom, Lars Kultima, Kim Persson, Helena Gräslund, Susanne Gunnarsson, Iva Nilsson, Peter Svenungsson, Elisabet Jakobsson, Per-Johan Front Immunol Immunology Systemic Lupus Erythematosus (SLE) is a heterogeneous autoimmune disease, which currently lacks specific diagnostic biomarkers. The diversity within the patients obstructs clinical trials but may also reflect differences in underlying pathogenesis. Our objective was to obtain protein profiles to identify potential general biomarkers of SLE and to determine molecular subgroups within SLE for patient stratification. Plasma samples from a cross-sectional study of well-characterized SLE patients (n = 379) and matched population controls (n = 316) were analyzed by antibody suspension bead array targeting 281 proteins. To investigate the differences between SLE and controls, Mann–Whitney U-test with Bonferroni correction, generalized linear modeling and receiver operating characteristics (ROC) analysis were performed. K-means clustering was used to identify molecular SLE subgroups. We identified Interferon regulating factor 5 (IRF5), solute carrier family 22 member 2 (SLC22A2) and S100 calcium binding protein A12 (S100A12) as the three proteins with the largest fold change between SLE patients and controls (SLE/Control = 1.4, 1.4, and 1.2 respectively). The lowest p-values comparing SLE patients and controls were obtained for S100A12, Matrix metalloproteinase-1 (MMP1) and SLC22A2 (p(adjusted) = 3 × 10(−9), 3 × 10(−6), and 5 × 10(−6) respectively). In a set of 15 potential biomarkers differentiating SLE patients and controls, two of the proteins were transcription factors, i.e., IRF5 and SAM pointed domain containing ETS transcription factor (SPDEF). IRF5 was up-regulated while SPDEF was found to be down-regulated in SLE patients. Unsupervised clustering of all investigated proteins identified three molecular subgroups among SLE patients, characterized by (1) high levels of rheumatoid factor-IgM, (2) low IRF5, and (3) high IRF5. IRF5 expressing microparticles were analyzed by flow cytometry in a subset of patients to confirm the presence of IRF5 in plasma and detection of extracellular IRF5 was further confirmed by immunoprecipitation-mass spectrometry (IP-MS). Interestingly IRF5, a known genetic risk factor for SLE, was detected extracellularly and suggested by unsupervised clustering analysis to differentiate between SLE subgroups. Our results imply a set of circulating molecules as markers of possible pathogenic importance in SLE. We believe that these findings could be of relevance for understanding the pathogenesis and diversity of SLE, as well as for selection of patients in clinical trials. Frontiers Media S.A. 2019-05-17 /pmc/articles/PMC6533644/ /pubmed/31156624 http://dx.doi.org/10.3389/fimmu.2019.01029 Text en Copyright © 2019 Idborg, Zandian, Ossipova, Wigren, Preger, Mobarrez, Checa, Sohrabian, Pucholt, Sandling, Fernandes-Cerqueira, Rönnelid, Oke, Grosso, Kvarnström, Larsson, Wheelock, Syvänen, Rönnblom, Kultima, Persson, Gräslund, Gunnarsson, Nilsson, Svenungsson and Jakobsson. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Idborg, Helena Zandian, Arash Ossipova, Elena Wigren, Edvard Preger, Charlotta Mobarrez, Fariborz Checa, Antonio Sohrabian, Azita Pucholt, Pascal Sandling, Johanna K. Fernandes-Cerqueira, Cátia Rönnelid, Johan Oke, Vilija Grosso, Giorgia Kvarnström, Marika Larsson, Anders Wheelock, Craig E. Syvänen, Ann-Christine Rönnblom, Lars Kultima, Kim Persson, Helena Gräslund, Susanne Gunnarsson, Iva Nilsson, Peter Svenungsson, Elisabet Jakobsson, Per-Johan Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients |
title | Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients |
title_full | Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients |
title_fullStr | Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients |
title_full_unstemmed | Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients |
title_short | Circulating Levels of Interferon Regulatory Factor-5 Associates With Subgroups of Systemic Lupus Erythematosus Patients |
title_sort | circulating levels of interferon regulatory factor-5 associates with subgroups of systemic lupus erythematosus patients |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6533644/ https://www.ncbi.nlm.nih.gov/pubmed/31156624 http://dx.doi.org/10.3389/fimmu.2019.01029 |
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