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Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients
Guillain-Barré syndrome (GBS) is an acute idiopathic polyneuropathy which is related to infection and immune mechanism. The exact pathogenesis of the disease is unknown and treatment is limited. Thus, the purpose of the study is to identify biomarkers of GBS serum and elucidate their involvement in...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205034/ https://www.ncbi.nlm.nih.gov/pubmed/37221406 http://dx.doi.org/10.1038/s41598-023-35610-w |
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author | Li, Xiaocong Yang, Liping Wang, Guowei Yuan, Yanping Wei, Na Yang, Wanqiu Wang, Xiaoli Wang, Zhenhai |
author_facet | Li, Xiaocong Yang, Liping Wang, Guowei Yuan, Yanping Wei, Na Yang, Wanqiu Wang, Xiaoli Wang, Zhenhai |
author_sort | Li, Xiaocong |
collection | PubMed |
description | Guillain-Barré syndrome (GBS) is an acute idiopathic polyneuropathy which is related to infection and immune mechanism. The exact pathogenesis of the disease is unknown and treatment is limited. Thus, the purpose of the study is to identify biomarkers of GBS serum and elucidate their involvement in the underlying pathogenesis of GBS that could help to treat GBS more accurately. Antibody array technology was used to detect the expression levels of 440 proteins in serum of 5 GBS group and 5 healthy control group. Sixty-seven differentially expressed proteins (DEPs) were identified by antibody array, among which FoLR1, Legumain, ErbB4, IL-1α, MIP-1α and IGF-2 were down-regulated, while 61 proteins were up-regulated. Bioinformatics analysis indicated that most DEPs were associated with leukocytes, among which IL-1α, SDF-1b, B7-1, CD40, CTLA4, IL-9, MIP-1α and CD40L were in the center of protein–protein interaction (PPI) network. Subsequently, the ability of these DEPs to distinguish GBS from healthy control was further evaluated. CD23 was identified by means of Random Forests Analysis (RFA) and verified by enzyme-linked immunosorbent assay (ELISA). The ROC curve result of CD23 respectively displayed that its sensitivity, specificity and AUC were 0.818, 0.800 and 0.824. We speculate that activation of leukocyte proliferation and migration in circulating blood might be associated with inflammatory recruitment of peripheral nerves, leading to the occurrence and development of GBS, but this conclusion still requires deeper confirmation. More importantly, central proteins may play a pivotal role in the pathogenesis of GBS. In addition, we detected IL-1α, IL-9, and CD23 in the serum of GBS patients for the first time, which may be promising biomarkers for the treatment of GBS. |
format | Online Article Text |
id | pubmed-10205034 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102050342023-05-25 Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients Li, Xiaocong Yang, Liping Wang, Guowei Yuan, Yanping Wei, Na Yang, Wanqiu Wang, Xiaoli Wang, Zhenhai Sci Rep Article Guillain-Barré syndrome (GBS) is an acute idiopathic polyneuropathy which is related to infection and immune mechanism. The exact pathogenesis of the disease is unknown and treatment is limited. Thus, the purpose of the study is to identify biomarkers of GBS serum and elucidate their involvement in the underlying pathogenesis of GBS that could help to treat GBS more accurately. Antibody array technology was used to detect the expression levels of 440 proteins in serum of 5 GBS group and 5 healthy control group. Sixty-seven differentially expressed proteins (DEPs) were identified by antibody array, among which FoLR1, Legumain, ErbB4, IL-1α, MIP-1α and IGF-2 were down-regulated, while 61 proteins were up-regulated. Bioinformatics analysis indicated that most DEPs were associated with leukocytes, among which IL-1α, SDF-1b, B7-1, CD40, CTLA4, IL-9, MIP-1α and CD40L were in the center of protein–protein interaction (PPI) network. Subsequently, the ability of these DEPs to distinguish GBS from healthy control was further evaluated. CD23 was identified by means of Random Forests Analysis (RFA) and verified by enzyme-linked immunosorbent assay (ELISA). The ROC curve result of CD23 respectively displayed that its sensitivity, specificity and AUC were 0.818, 0.800 and 0.824. We speculate that activation of leukocyte proliferation and migration in circulating blood might be associated with inflammatory recruitment of peripheral nerves, leading to the occurrence and development of GBS, but this conclusion still requires deeper confirmation. More importantly, central proteins may play a pivotal role in the pathogenesis of GBS. In addition, we detected IL-1α, IL-9, and CD23 in the serum of GBS patients for the first time, which may be promising biomarkers for the treatment of GBS. Nature Publishing Group UK 2023-05-23 /pmc/articles/PMC10205034/ /pubmed/37221406 http://dx.doi.org/10.1038/s41598-023-35610-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Li, Xiaocong Yang, Liping Wang, Guowei Yuan, Yanping Wei, Na Yang, Wanqiu Wang, Xiaoli Wang, Zhenhai Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients |
title | Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients |
title_full | Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients |
title_fullStr | Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients |
title_full_unstemmed | Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients |
title_short | Extensive cytokine biomarker analysis in serum of Guillain-Barré syndrome patients |
title_sort | extensive cytokine biomarker analysis in serum of guillain-barré syndrome patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205034/ https://www.ncbi.nlm.nih.gov/pubmed/37221406 http://dx.doi.org/10.1038/s41598-023-35610-w |
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