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Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome
BACKGROUND: In this study, we sought to identify definitive biomarkers associated with disease activity in primary Sjögren’s syndrome (pSS). METHODS: Serum protein concentrations in pSS patients and healthy controls (HCs) were comprehensively screened using high-throughput proteomic analysis, and di...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4868006/ https://www.ncbi.nlm.nih.gov/pubmed/27180164 http://dx.doi.org/10.1186/s13075-016-1006-1 |
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author | Nishikawa, Ayumi Suzuki, Katsuya Kassai, Yoshiaki Gotou, Yuumi Takiguchi, Maiko Miyazaki, Takahiro Yoshimoto, Keiko Yasuoka, Hidekata Yamaoka, Kunihiro Morita, Rimpei Yoshimura, Akihiko Takeuchi, Tsutomu |
author_facet | Nishikawa, Ayumi Suzuki, Katsuya Kassai, Yoshiaki Gotou, Yuumi Takiguchi, Maiko Miyazaki, Takahiro Yoshimoto, Keiko Yasuoka, Hidekata Yamaoka, Kunihiro Morita, Rimpei Yoshimura, Akihiko Takeuchi, Tsutomu |
author_sort | Nishikawa, Ayumi |
collection | PubMed |
description | BACKGROUND: In this study, we sought to identify definitive biomarkers associated with disease activity in primary Sjögren’s syndrome (pSS). METHODS: Serum protein concentrations in pSS patients and healthy controls (HCs) were comprehensively screened using high-throughput proteomic analysis, and differentially expressed proteins were extracted. Correlation between differentially expressed proteins and European League Against Rheumatism Sjögren’s Syndrome Disease Activity Index (ESSDAI) scores was analyzed and disease activity-associated biomarkers were identified. These biomarkers were validated by enzyme-linked immunosorbent assay (ELISA) in a separate pSS cohort. RESULTS: The serum concentrations of 1100 proteins were compared between 30 pSS patients and 30 HCs, with 82 differentially expressed proteins identified as pSS-associated proteins. Of these 82 proteins, 9 were identified as disease activity-associated biomarkers. These nine biomarkers underwent validation by ELISA in a separate pSS validation cohort (n = 58), with five proteins (CXCL13, TNF-R2, CD48, B-cell activating factor (BAFF), and PD-L2) subsequently being confirmed as candidate biomarkers. Of these five candidate biomarkers, CXCL13 exhibited the most significant correlation with the lymphadenopathy, glandular, and pulmonary domains of the ESSDAI. CXCL13, TNF-R2 and CD48 exhibited a positive correlation with the biological domain of the ESSDAI. TNF-R2 exhibited the most negative correlation with uptake in the submandibular gland on technetium 99m-pertechnetate salivary gland scintigraphy. CONCLUSIONS: Our approach successfully identified serum biomarkers associated with disease activity in pSS patients. These markers might be potential therapeutic targets in pSS patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13075-016-1006-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4868006 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-48680062016-05-17 Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome Nishikawa, Ayumi Suzuki, Katsuya Kassai, Yoshiaki Gotou, Yuumi Takiguchi, Maiko Miyazaki, Takahiro Yoshimoto, Keiko Yasuoka, Hidekata Yamaoka, Kunihiro Morita, Rimpei Yoshimura, Akihiko Takeuchi, Tsutomu Arthritis Res Ther Research Article BACKGROUND: In this study, we sought to identify definitive biomarkers associated with disease activity in primary Sjögren’s syndrome (pSS). METHODS: Serum protein concentrations in pSS patients and healthy controls (HCs) were comprehensively screened using high-throughput proteomic analysis, and differentially expressed proteins were extracted. Correlation between differentially expressed proteins and European League Against Rheumatism Sjögren’s Syndrome Disease Activity Index (ESSDAI) scores was analyzed and disease activity-associated biomarkers were identified. These biomarkers were validated by enzyme-linked immunosorbent assay (ELISA) in a separate pSS cohort. RESULTS: The serum concentrations of 1100 proteins were compared between 30 pSS patients and 30 HCs, with 82 differentially expressed proteins identified as pSS-associated proteins. Of these 82 proteins, 9 were identified as disease activity-associated biomarkers. These nine biomarkers underwent validation by ELISA in a separate pSS validation cohort (n = 58), with five proteins (CXCL13, TNF-R2, CD48, B-cell activating factor (BAFF), and PD-L2) subsequently being confirmed as candidate biomarkers. Of these five candidate biomarkers, CXCL13 exhibited the most significant correlation with the lymphadenopathy, glandular, and pulmonary domains of the ESSDAI. CXCL13, TNF-R2 and CD48 exhibited a positive correlation with the biological domain of the ESSDAI. TNF-R2 exhibited the most negative correlation with uptake in the submandibular gland on technetium 99m-pertechnetate salivary gland scintigraphy. CONCLUSIONS: Our approach successfully identified serum biomarkers associated with disease activity in pSS patients. These markers might be potential therapeutic targets in pSS patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13075-016-1006-1) contains supplementary material, which is available to authorized users. BioMed Central 2016-05-14 2016 /pmc/articles/PMC4868006/ /pubmed/27180164 http://dx.doi.org/10.1186/s13075-016-1006-1 Text en © Nishikawa et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Nishikawa, Ayumi Suzuki, Katsuya Kassai, Yoshiaki Gotou, Yuumi Takiguchi, Maiko Miyazaki, Takahiro Yoshimoto, Keiko Yasuoka, Hidekata Yamaoka, Kunihiro Morita, Rimpei Yoshimura, Akihiko Takeuchi, Tsutomu Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome |
title | Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome |
title_full | Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome |
title_fullStr | Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome |
title_full_unstemmed | Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome |
title_short | Identification of definitive serum biomarkers associated with disease activity in primary Sjögren’s syndrome |
title_sort | identification of definitive serum biomarkers associated with disease activity in primary sjögren’s syndrome |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4868006/ https://www.ncbi.nlm.nih.gov/pubmed/27180164 http://dx.doi.org/10.1186/s13075-016-1006-1 |
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