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Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever
The precise cytokine networks in the serum of individuals with familial Mediterranean fever (FMF) that are associated with its pathogenesis have been unknown. Here, we attempted to identify specific biomarkers to diagnose or assess disease activity in FMF patients. We measured serum levels of 45 cyt...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4845848/ https://www.ncbi.nlm.nih.gov/pubmed/27100444 http://dx.doi.org/10.1097/MD.0000000000003449 |
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author | Koga, Tomohiro Migita, Kiyoshi Sato, Shuntaro Umeda, Masataka Nonaka, Fumiaki Kawashiri, Shin-Ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Ueki, Yukitaka Masumoto, Junya Agematsu, Kazunaga Yachie, Akihiro Yoshiura, Koh-Ichiro Eguchi, Katsumi Kawakami, Atsushi |
author_facet | Koga, Tomohiro Migita, Kiyoshi Sato, Shuntaro Umeda, Masataka Nonaka, Fumiaki Kawashiri, Shin-Ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Ueki, Yukitaka Masumoto, Junya Agematsu, Kazunaga Yachie, Akihiro Yoshiura, Koh-Ichiro Eguchi, Katsumi Kawakami, Atsushi |
author_sort | Koga, Tomohiro |
collection | PubMed |
description | The precise cytokine networks in the serum of individuals with familial Mediterranean fever (FMF) that are associated with its pathogenesis have been unknown. Here, we attempted to identify specific biomarkers to diagnose or assess disease activity in FMF patients. We measured serum levels of 45 cytokines in 75 FMF patients and 40 age-matched controls by multisuspension cytokine array. FMF in “attack” or “remission” was classified by Japan College of Rheumatology-certified rheumatologists according to the Tel Hashomer criteria. Cytokines were ranked by their importance by a multivariate classification algorithm. We performed a logistic regression analysis to determine specific biomarkers for discriminating FMF patients in attack. To identify specific molecular networks, we performed a cluster analysis of each cytokine. Twenty-nine of the 45 cytokines were available for further analyses. Eight cytokines’ serum levels were significantly elevated in the FMF attack versus healthy control group. Nine cytokines were increased in FMF attack compared to FMF remission. Multivariate classification algorithms followed by a logistic regression analysis revealed that the combined measurement of IL-6, IL-18, and IL-17 distinguished FMF patients in attack from the controls with the highest accuracy (sensitivity 89.2%, specificity 100%, and accuracy 95.5%). Among the FMF patients, the combined measurement of IL-6, G-CSF, IL-10, and IL-12p40 discriminated febrile attack periods from remission periods with the highest accuracy (sensitivity 75.0%, specificity 87.9%, and accuracy 84.0%). Our data identified combinational diagnostic biomarkers in FMF patients based on the measurement of multiple cytokines. These findings help to improve the diagnostic performance of FMF in daily practice and extend our understanding of the activation of the inflammasome leading to enhanced cytokine networks. |
format | Online Article Text |
id | pubmed-4845848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-48458482016-05-16 Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever Koga, Tomohiro Migita, Kiyoshi Sato, Shuntaro Umeda, Masataka Nonaka, Fumiaki Kawashiri, Shin-Ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Ueki, Yukitaka Masumoto, Junya Agematsu, Kazunaga Yachie, Akihiro Yoshiura, Koh-Ichiro Eguchi, Katsumi Kawakami, Atsushi Medicine (Baltimore) 6900 The precise cytokine networks in the serum of individuals with familial Mediterranean fever (FMF) that are associated with its pathogenesis have been unknown. Here, we attempted to identify specific biomarkers to diagnose or assess disease activity in FMF patients. We measured serum levels of 45 cytokines in 75 FMF patients and 40 age-matched controls by multisuspension cytokine array. FMF in “attack” or “remission” was classified by Japan College of Rheumatology-certified rheumatologists according to the Tel Hashomer criteria. Cytokines were ranked by their importance by a multivariate classification algorithm. We performed a logistic regression analysis to determine specific biomarkers for discriminating FMF patients in attack. To identify specific molecular networks, we performed a cluster analysis of each cytokine. Twenty-nine of the 45 cytokines were available for further analyses. Eight cytokines’ serum levels were significantly elevated in the FMF attack versus healthy control group. Nine cytokines were increased in FMF attack compared to FMF remission. Multivariate classification algorithms followed by a logistic regression analysis revealed that the combined measurement of IL-6, IL-18, and IL-17 distinguished FMF patients in attack from the controls with the highest accuracy (sensitivity 89.2%, specificity 100%, and accuracy 95.5%). Among the FMF patients, the combined measurement of IL-6, G-CSF, IL-10, and IL-12p40 discriminated febrile attack periods from remission periods with the highest accuracy (sensitivity 75.0%, specificity 87.9%, and accuracy 84.0%). Our data identified combinational diagnostic biomarkers in FMF patients based on the measurement of multiple cytokines. These findings help to improve the diagnostic performance of FMF in daily practice and extend our understanding of the activation of the inflammasome leading to enhanced cytokine networks. Wolters Kluwer Health 2016-04-22 /pmc/articles/PMC4845848/ /pubmed/27100444 http://dx.doi.org/10.1097/MD.0000000000003449 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by/4.0 This is an open access article distributed under the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0 |
spellingShingle | 6900 Koga, Tomohiro Migita, Kiyoshi Sato, Shuntaro Umeda, Masataka Nonaka, Fumiaki Kawashiri, Shin-Ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Ueki, Yukitaka Masumoto, Junya Agematsu, Kazunaga Yachie, Akihiro Yoshiura, Koh-Ichiro Eguchi, Katsumi Kawakami, Atsushi Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever |
title | Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever |
title_full | Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever |
title_fullStr | Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever |
title_full_unstemmed | Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever |
title_short | Multiple Serum Cytokine Profiling to Identify Combinational Diagnostic Biomarkers in Attacks of Familial Mediterranean Fever |
title_sort | multiple serum cytokine profiling to identify combinational diagnostic biomarkers in attacks of familial mediterranean fever |
topic | 6900 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4845848/ https://www.ncbi.nlm.nih.gov/pubmed/27100444 http://dx.doi.org/10.1097/MD.0000000000003449 |
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