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Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis
OBJECTIVE: To identify potential biomarkers to distinguish adult-onset Still’s disease (AOSD) from sepsis. METHOD: We recruited 70 patients diagnosed with AOSD according to the Yamaguchi criteria, 22 patients with sepsis, and 118 age-matched controls. Serum levels of 40 cytokines were analyzed using...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206754/ https://www.ncbi.nlm.nih.gov/pubmed/32381117 http://dx.doi.org/10.1186/s13075-020-02200-4 |
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author | Koga, Tomohiro Sumiyoshi, Remi Furukawa, Kaori Sato, Shuntaro Migita, Kiyoshi Shimizu, Toshimasa Umeda, Masataka Endo, Yushiro Fukui, Shoichi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Nonaka, Fumiaki Yachie, Akihiro Kondo, Hideaki Maeda, Takahiro Kawakami, Atsushi |
author_facet | Koga, Tomohiro Sumiyoshi, Remi Furukawa, Kaori Sato, Shuntaro Migita, Kiyoshi Shimizu, Toshimasa Umeda, Masataka Endo, Yushiro Fukui, Shoichi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Nonaka, Fumiaki Yachie, Akihiro Kondo, Hideaki Maeda, Takahiro Kawakami, Atsushi |
author_sort | Koga, Tomohiro |
collection | PubMed |
description | OBJECTIVE: To identify potential biomarkers to distinguish adult-onset Still’s disease (AOSD) from sepsis. METHOD: We recruited 70 patients diagnosed with AOSD according to the Yamaguchi criteria, 22 patients with sepsis, and 118 age-matched controls. Serum levels of 40 cytokines were analyzed using multi-suspension cytokine array. We performed a cluster analysis of each cytokine in the AOSD and sepsis groups in order to identify specific molecular networks. Further, multivariate classification (random forest analysis) and logistic regression analysis were used to rank the cytokines by their importance and determine specific biomarkers for distinguishing AOSD from sepsis. RESULTS: Seventeen of the 40 cytokines were found to be suitable for further analyses. The serum levels of eleven were significantly higher in patients with AOSD than healthy controls. Levels of serum fibroblast growth factor 2 (FGF-2), vascular endothelial growth factor (VEGF), granulocyte colony-stimulating factor (G-CSF), and interleukin (IL)-18 were significantly elevated in patients with AOSD compared with those with sepsis, and cytokine clustering patterns differed between these two groups. Multivariate classification followed by logistic regression analysis revealed that measurement of both FGF-2 and IL-18 could distinguish AOSD from sepsis with high accuracy (cutoff value for FGF-2 = 36 pg/mL; IL-18 = 543 pg/mL, sensitivity 100%, specificity 72.2%, accuracy 93.8%). CONCLUSION: Determination of FGF-2 and IL-18 levels in combination may represent a biomarker for the differential diagnosis of AOSD from sepsis, based on the measurement of multiple cytokines. |
format | Online Article Text |
id | pubmed-7206754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72067542020-05-14 Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis Koga, Tomohiro Sumiyoshi, Remi Furukawa, Kaori Sato, Shuntaro Migita, Kiyoshi Shimizu, Toshimasa Umeda, Masataka Endo, Yushiro Fukui, Shoichi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Nonaka, Fumiaki Yachie, Akihiro Kondo, Hideaki Maeda, Takahiro Kawakami, Atsushi Arthritis Res Ther Research Article OBJECTIVE: To identify potential biomarkers to distinguish adult-onset Still’s disease (AOSD) from sepsis. METHOD: We recruited 70 patients diagnosed with AOSD according to the Yamaguchi criteria, 22 patients with sepsis, and 118 age-matched controls. Serum levels of 40 cytokines were analyzed using multi-suspension cytokine array. We performed a cluster analysis of each cytokine in the AOSD and sepsis groups in order to identify specific molecular networks. Further, multivariate classification (random forest analysis) and logistic regression analysis were used to rank the cytokines by their importance and determine specific biomarkers for distinguishing AOSD from sepsis. RESULTS: Seventeen of the 40 cytokines were found to be suitable for further analyses. The serum levels of eleven were significantly higher in patients with AOSD than healthy controls. Levels of serum fibroblast growth factor 2 (FGF-2), vascular endothelial growth factor (VEGF), granulocyte colony-stimulating factor (G-CSF), and interleukin (IL)-18 were significantly elevated in patients with AOSD compared with those with sepsis, and cytokine clustering patterns differed between these two groups. Multivariate classification followed by logistic regression analysis revealed that measurement of both FGF-2 and IL-18 could distinguish AOSD from sepsis with high accuracy (cutoff value for FGF-2 = 36 pg/mL; IL-18 = 543 pg/mL, sensitivity 100%, specificity 72.2%, accuracy 93.8%). CONCLUSION: Determination of FGF-2 and IL-18 levels in combination may represent a biomarker for the differential diagnosis of AOSD from sepsis, based on the measurement of multiple cytokines. BioMed Central 2020-05-07 2020 /pmc/articles/PMC7206754/ /pubmed/32381117 http://dx.doi.org/10.1186/s13075-020-02200-4 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data. |
spellingShingle | Research Article Koga, Tomohiro Sumiyoshi, Remi Furukawa, Kaori Sato, Shuntaro Migita, Kiyoshi Shimizu, Toshimasa Umeda, Masataka Endo, Yushiro Fukui, Shoichi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Nakamura, Hideki Origuchi, Tomoki Nonaka, Fumiaki Yachie, Akihiro Kondo, Hideaki Maeda, Takahiro Kawakami, Atsushi Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis |
title | Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis |
title_full | Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis |
title_fullStr | Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis |
title_full_unstemmed | Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis |
title_short | Interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset Still’s disease from sepsis |
title_sort | interleukin-18 and fibroblast growth factor 2 in combination is a useful diagnostic biomarker to distinguish adult-onset still’s disease from sepsis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206754/ https://www.ncbi.nlm.nih.gov/pubmed/32381117 http://dx.doi.org/10.1186/s13075-020-02200-4 |
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