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Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA
BACKGROUND AND PURPOSE: A major challenge in spinal dural arteriovenous fistula (SDAVF) is timely diagnosis, but no specific predictive biomarkers are known. METHODS: In the discovery cohort (case, n = 8 vs. control, n = 8), we used cerebrospinal fluid (CSF) and paired plasma samples to identify dif...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9215050/ https://www.ncbi.nlm.nih.gov/pubmed/35733178 http://dx.doi.org/10.1186/s12974-022-02522-x |
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author | Wang, Yinqing Ma, Yongjie Yang, Chengbin Huang, Xiahe Yang, Kun Lan, Fei Fu, Jingxuan Song, Zihao Tian, An Feng, Yueshan Tu, Tianqi Li, Haifeng Hong, Tao Wang, Yingchun Zhang, Hongqi |
author_facet | Wang, Yinqing Ma, Yongjie Yang, Chengbin Huang, Xiahe Yang, Kun Lan, Fei Fu, Jingxuan Song, Zihao Tian, An Feng, Yueshan Tu, Tianqi Li, Haifeng Hong, Tao Wang, Yingchun Zhang, Hongqi |
author_sort | Wang, Yinqing |
collection | PubMed |
description | BACKGROUND AND PURPOSE: A major challenge in spinal dural arteriovenous fistula (SDAVF) is timely diagnosis, but no specific predictive biomarkers are known. METHODS: In the discovery cohort (case, n = 8 vs. control, n = 8), we used cerebrospinal fluid (CSF) and paired plasma samples to identify differentially expressed proteins by label-free quantitative proteomics. Further bioinformatics enrichment analyses were performed to screen target proteins. Finally, it was validated by ELISA in two of the new cohorts (case, n = 17 vs. control, n = 9), and univariate analysis, simple linear regression, and receiver operator characteristic (ROC) curve analysis were performed to evaluate the diagnostic potential. RESULTS: In the discovery cohort, the most overexpressed proteins were APOB and C4BPA in CSF samples of patients. The GO/KEGG enrichment analysis indicated that the upregulated proteins were mainly involved in the acute inflammatory response and complement activation. Hub-gene analysis revealed that APP might be the key protein in the molecular interaction network. In the validation cohort, C4BPA and C1QA were significantly overexpressed in the CSF of patients, averaging 3046.9 ng/ml and 2167.2 ng/ml, respectively. Simple linear regression demonstrated that levels of C1QA and C4 were positively correlated with total protein in CSF (R(2) = 0.8021, p = 0.0005; R(2) = 0.7447, p = 0.0013). The areas under the ROC curves of C4BPA and C1QA were 0.86 and 1.00, respectively. CONCLUSIONS: This study was the first to identify C4BPA and C1QA as potential biomarkers for the diagnosis of SDAVF and revealed that complement pathway activation might be one of the molecular mechanisms for venous hypertension myelopathy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-022-02522-x. |
format | Online Article Text |
id | pubmed-9215050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92150502022-06-23 Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA Wang, Yinqing Ma, Yongjie Yang, Chengbin Huang, Xiahe Yang, Kun Lan, Fei Fu, Jingxuan Song, Zihao Tian, An Feng, Yueshan Tu, Tianqi Li, Haifeng Hong, Tao Wang, Yingchun Zhang, Hongqi J Neuroinflammation Research BACKGROUND AND PURPOSE: A major challenge in spinal dural arteriovenous fistula (SDAVF) is timely diagnosis, but no specific predictive biomarkers are known. METHODS: In the discovery cohort (case, n = 8 vs. control, n = 8), we used cerebrospinal fluid (CSF) and paired plasma samples to identify differentially expressed proteins by label-free quantitative proteomics. Further bioinformatics enrichment analyses were performed to screen target proteins. Finally, it was validated by ELISA in two of the new cohorts (case, n = 17 vs. control, n = 9), and univariate analysis, simple linear regression, and receiver operator characteristic (ROC) curve analysis were performed to evaluate the diagnostic potential. RESULTS: In the discovery cohort, the most overexpressed proteins were APOB and C4BPA in CSF samples of patients. The GO/KEGG enrichment analysis indicated that the upregulated proteins were mainly involved in the acute inflammatory response and complement activation. Hub-gene analysis revealed that APP might be the key protein in the molecular interaction network. In the validation cohort, C4BPA and C1QA were significantly overexpressed in the CSF of patients, averaging 3046.9 ng/ml and 2167.2 ng/ml, respectively. Simple linear regression demonstrated that levels of C1QA and C4 were positively correlated with total protein in CSF (R(2) = 0.8021, p = 0.0005; R(2) = 0.7447, p = 0.0013). The areas under the ROC curves of C4BPA and C1QA were 0.86 and 1.00, respectively. CONCLUSIONS: This study was the first to identify C4BPA and C1QA as potential biomarkers for the diagnosis of SDAVF and revealed that complement pathway activation might be one of the molecular mechanisms for venous hypertension myelopathy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-022-02522-x. BioMed Central 2022-06-22 /pmc/articles/PMC9215050/ /pubmed/35733178 http://dx.doi.org/10.1186/s12974-022-02522-x Text en © The Author(s) 2022 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 Wang, Yinqing Ma, Yongjie Yang, Chengbin Huang, Xiahe Yang, Kun Lan, Fei Fu, Jingxuan Song, Zihao Tian, An Feng, Yueshan Tu, Tianqi Li, Haifeng Hong, Tao Wang, Yingchun Zhang, Hongqi Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA |
title | Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA |
title_full | Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA |
title_fullStr | Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA |
title_full_unstemmed | Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA |
title_short | Potential biomarkers of spinal dural arteriovenous fistula: C4BPA and C1QA |
title_sort | potential biomarkers of spinal dural arteriovenous fistula: c4bpa and c1qa |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9215050/ https://www.ncbi.nlm.nih.gov/pubmed/35733178 http://dx.doi.org/10.1186/s12974-022-02522-x |
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