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Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis
OBJECTIVE: To identify potential biomarkers to distinguish familial Mediterranean fever (FMF) from sepsis. METHOD: We recruited 28 patients diagnosed with typical FMF (according to the Tel Hashomer criteria), 22 patients with sepsis, and 118 age-matched controls. Serum levels of 40 cytokines were an...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518289/ https://www.ncbi.nlm.nih.gov/pubmed/34654467 http://dx.doi.org/10.1186/s13075-021-02644-2 |
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author | Koga, Tomohiro Furukawa, Kaori Migita, Kiyoshi Morimoto, Shimpei Shimizu, Toshimasa Fukui, Shoichi Umeda, Masataka Endo, Yushiro Sumiyoshi, Remi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Origuchi, Tomoki Maeda, Takahiro Yachie, Akihiro Kawakami, Atsushi |
author_facet | Koga, Tomohiro Furukawa, Kaori Migita, Kiyoshi Morimoto, Shimpei Shimizu, Toshimasa Fukui, Shoichi Umeda, Masataka Endo, Yushiro Sumiyoshi, Remi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Origuchi, Tomoki Maeda, Takahiro Yachie, Akihiro Kawakami, Atsushi |
author_sort | Koga, Tomohiro |
collection | PubMed |
description | OBJECTIVE: To identify potential biomarkers to distinguish familial Mediterranean fever (FMF) from sepsis. METHOD: We recruited 28 patients diagnosed with typical FMF (according to the Tel Hashomer 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 FMF and sepsis groups in order to identify specific molecular networks. Multivariate classification (random forest analysis) and logistic regression analysis were used to rank the cytokines by importance and determine specific biomarkers for distinguishing FMF from sepsis. RESULTS: Fifteen of the 40 cytokines were found to be suitable for further analysis. Levels of serum granulocyte-macrophage colony-stimulating factor (GM-CSF), fibroblast growth factor 2, vascular endothelial growth factor, macrophage inflammatory protein-1b, and interleukin-17 were significantly elevated, whereas tumor necrosis factor-α (TNF-α) was significantly lower in patients with FMF compared with those with sepsis. Cytokine clustering patterns differed between the two groups. Multivariate classification followed by logistic regression analysis revealed that measurement of both GM-CSF and TNF-α could distinguish FMF from sepsis with high accuracy (cut-off values for GM-CSF = 8.3 pg/mL; TNF-α = 16.3 pg/mL; sensitivity, 92.9%; specificity, 94.4%; accuracy, 93.4%). CONCLUSION: Determination of GM-CSF and TNF-α levels in combination may represent a biomarker for the differential diagnosis of FMF from sepsis, based on measurement of multiple cytokines. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13075-021-02644-2. |
format | Online Article Text |
id | pubmed-8518289 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85182892021-10-20 Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis Koga, Tomohiro Furukawa, Kaori Migita, Kiyoshi Morimoto, Shimpei Shimizu, Toshimasa Fukui, Shoichi Umeda, Masataka Endo, Yushiro Sumiyoshi, Remi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Origuchi, Tomoki Maeda, Takahiro Yachie, Akihiro Kawakami, Atsushi Arthritis Res Ther Research Article OBJECTIVE: To identify potential biomarkers to distinguish familial Mediterranean fever (FMF) from sepsis. METHOD: We recruited 28 patients diagnosed with typical FMF (according to the Tel Hashomer 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 FMF and sepsis groups in order to identify specific molecular networks. Multivariate classification (random forest analysis) and logistic regression analysis were used to rank the cytokines by importance and determine specific biomarkers for distinguishing FMF from sepsis. RESULTS: Fifteen of the 40 cytokines were found to be suitable for further analysis. Levels of serum granulocyte-macrophage colony-stimulating factor (GM-CSF), fibroblast growth factor 2, vascular endothelial growth factor, macrophage inflammatory protein-1b, and interleukin-17 were significantly elevated, whereas tumor necrosis factor-α (TNF-α) was significantly lower in patients with FMF compared with those with sepsis. Cytokine clustering patterns differed between the two groups. Multivariate classification followed by logistic regression analysis revealed that measurement of both GM-CSF and TNF-α could distinguish FMF from sepsis with high accuracy (cut-off values for GM-CSF = 8.3 pg/mL; TNF-α = 16.3 pg/mL; sensitivity, 92.9%; specificity, 94.4%; accuracy, 93.4%). CONCLUSION: Determination of GM-CSF and TNF-α levels in combination may represent a biomarker for the differential diagnosis of FMF from sepsis, based on measurement of multiple cytokines. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13075-021-02644-2. BioMed Central 2021-10-15 2021 /pmc/articles/PMC8518289/ /pubmed/34654467 http://dx.doi.org/10.1186/s13075-021-02644-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Furukawa, Kaori Migita, Kiyoshi Morimoto, Shimpei Shimizu, Toshimasa Fukui, Shoichi Umeda, Masataka Endo, Yushiro Sumiyoshi, Remi Kawashiri, Shin-ya Iwamoto, Naoki Ichinose, Kunihiro Tamai, Mami Origuchi, Tomoki Maeda, Takahiro Yachie, Akihiro Kawakami, Atsushi Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis |
title | Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis |
title_full | Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis |
title_fullStr | Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis |
title_full_unstemmed | Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis |
title_short | Granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial Mediterranean fever from sepsis |
title_sort | granulocyte-macrophage colony-stimulating factor and tumor necrosis factor-α in combination is a useful diagnostic biomarker to distinguish familial mediterranean fever from sepsis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518289/ https://www.ncbi.nlm.nih.gov/pubmed/34654467 http://dx.doi.org/10.1186/s13075-021-02644-2 |
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