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Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study
The diagnostic peripheral biomarkers are still lacking for the bipolar II disorder (BD-II). We used isobaric tags for relative and absolute quantification technology to identify five upregulated candidate proteins [matrix metallopeptidase 9 (MMP9), phenylalanyl-tRNA synthetase subunit beta (FARSB),...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8097016/ https://www.ncbi.nlm.nih.gov/pubmed/33947873 http://dx.doi.org/10.1038/s41598-021-88450-x |
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author | Lee, Sheng-Yu Wang, Tzu-Yun Lu, Ru-Band Wang, Liang-Jen Li, Sung-Chou Tu, Chi-Ying Chang, Cheng-Ho Chiang, Yung-Chih Tsai, Kuo-Wang |
author_facet | Lee, Sheng-Yu Wang, Tzu-Yun Lu, Ru-Band Wang, Liang-Jen Li, Sung-Chou Tu, Chi-Ying Chang, Cheng-Ho Chiang, Yung-Chih Tsai, Kuo-Wang |
author_sort | Lee, Sheng-Yu |
collection | PubMed |
description | The diagnostic peripheral biomarkers are still lacking for the bipolar II disorder (BD-II). We used isobaric tags for relative and absolute quantification technology to identify five upregulated candidate proteins [matrix metallopeptidase 9 (MMP9), phenylalanyl-tRNA synthetase subunit beta (FARSB), peroxiredoxin 2 (PRDX2), carbonic anhydrase 1 (CA-1), and proprotein convertase subtilisin/kexin type 9 (PCSK9)] for the diagnosis of BD-II. We analysed the differences in the plasma levels of these candidate proteins between BD-II patients and controls (BD-II, n = 185; Controls, n = 186) using ELISA. To establish a diagnostic model for the prediction of BD-II, the participants were divided randomly into a training group (BD-II, n = 149; Controls, n = 150) and a testing group (BD-II, n = 36; Controls, n = 36). Significant increases were found in all five protein levels between BD-II and controls in the training group. Logistic regression was analysed to form the composite probability score of the five proteins in the training group. Receiver-operating characteristic curve analysis revealed the diagnostic validity of the probability score [area under curve (AUC) = 0.89, P < 0.001]. The composite probability score of the testing group also showed good diagnostic validity (AUC = 0.86, P < 0.001). We propose that plasma levels of PRDX2, CA-1, FARSB, MMP9, and PCSK9 may be associated with BD-II as potential biomarkers. |
format | Online Article Text |
id | pubmed-8097016 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80970162021-05-05 Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study Lee, Sheng-Yu Wang, Tzu-Yun Lu, Ru-Band Wang, Liang-Jen Li, Sung-Chou Tu, Chi-Ying Chang, Cheng-Ho Chiang, Yung-Chih Tsai, Kuo-Wang Sci Rep Article The diagnostic peripheral biomarkers are still lacking for the bipolar II disorder (BD-II). We used isobaric tags for relative and absolute quantification technology to identify five upregulated candidate proteins [matrix metallopeptidase 9 (MMP9), phenylalanyl-tRNA synthetase subunit beta (FARSB), peroxiredoxin 2 (PRDX2), carbonic anhydrase 1 (CA-1), and proprotein convertase subtilisin/kexin type 9 (PCSK9)] for the diagnosis of BD-II. We analysed the differences in the plasma levels of these candidate proteins between BD-II patients and controls (BD-II, n = 185; Controls, n = 186) using ELISA. To establish a diagnostic model for the prediction of BD-II, the participants were divided randomly into a training group (BD-II, n = 149; Controls, n = 150) and a testing group (BD-II, n = 36; Controls, n = 36). Significant increases were found in all five protein levels between BD-II and controls in the training group. Logistic regression was analysed to form the composite probability score of the five proteins in the training group. Receiver-operating characteristic curve analysis revealed the diagnostic validity of the probability score [area under curve (AUC) = 0.89, P < 0.001]. The composite probability score of the testing group also showed good diagnostic validity (AUC = 0.86, P < 0.001). We propose that plasma levels of PRDX2, CA-1, FARSB, MMP9, and PCSK9 may be associated with BD-II as potential biomarkers. Nature Publishing Group UK 2021-05-04 /pmc/articles/PMC8097016/ /pubmed/33947873 http://dx.doi.org/10.1038/s41598-021-88450-x Text en © The Author(s) 2021 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 Lee, Sheng-Yu Wang, Tzu-Yun Lu, Ru-Band Wang, Liang-Jen Li, Sung-Chou Tu, Chi-Ying Chang, Cheng-Ho Chiang, Yung-Chih Tsai, Kuo-Wang Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study |
title | Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study |
title_full | Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study |
title_fullStr | Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study |
title_full_unstemmed | Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study |
title_short | Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study |
title_sort | identification of potential plasma protein biomarkers for bipolar ii disorder: a preliminary/exploratory study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8097016/ https://www.ncbi.nlm.nih.gov/pubmed/33947873 http://dx.doi.org/10.1038/s41598-021-88450-x |
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