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MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer
PURPOSE: MicroRNAs (miRNAs), which could be stably preserved and detected in serum or plasma, could act as biomarkers in cancer diagnosis. Prostate cancer is the second cancer in males for incidence. This study aimed to establish a miRNA panel in peripheral serum which could act as a non-invasive bi...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8141284/ https://www.ncbi.nlm.nih.gov/pubmed/34055487 http://dx.doi.org/10.7717/peerj.11441 |
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author | Zhang, Shiyu Liu, Cheng Zou, Xuan Geng, Xiangnan Zhou, Xin Fan, XingChen Zhu, Danxia Zhang, Huo Zhu, Wei |
author_facet | Zhang, Shiyu Liu, Cheng Zou, Xuan Geng, Xiangnan Zhou, Xin Fan, XingChen Zhu, Danxia Zhang, Huo Zhu, Wei |
author_sort | Zhang, Shiyu |
collection | PubMed |
description | PURPOSE: MicroRNAs (miRNAs), which could be stably preserved and detected in serum or plasma, could act as biomarkers in cancer diagnosis. Prostate cancer is the second cancer in males for incidence. This study aimed to establish a miRNA panel in peripheral serum which could act as a non-invasive biomarker helping diagnosing PC. METHODS: A total of 86 PC patients and 86 normal control serum samples were analyzed through a four-stage experimental process using quantitative real-time polymerase chain reaction. Logistic regression method was used to construct a diagnostic model based on the differentially expressed miRNAs in serum. Receiver operating characteristic curves were constructed to evaluate the diagnostic accuracy. We also compared the 3-miRNA panel with previously reported biomarkers and verified in four public datasets. In addition, the expression characteristics of the identified miRNAs were further explored in tissue and serum exosomes samples. RESULTS: We identified a 3-miRNA signature including up-regulated miR-146a-5p, miR-24-3p and miR-93-5p for PC detection. Areas under the receiver operating characteristic curve of the 3-miRNA panel for the training, testing and external validation phase were 0.819, 0.831 and 0.814, respectively. The identified signature has a very stable diagnostic performance in the large cohorts of four public datasets. Compared with previously identified miRNA biomarkers, the 3-miRNA signature in this study has superior performance in diagnosing PC. What’s more, the expression level of miR-93-5p was also elevated in exosomes from PC samples. However, in PC tissues, none of the three miRNAs showed significantly dysregulated expression. CONCLUSIONS: We established a three-miRNA panel (miR-146a-5p, miR-24-3p and miR-93-5p) in peripheral serum which could act as a non-invasive biomarker helping diagnosing PC. |
format | Online Article Text |
id | pubmed-8141284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81412842021-05-27 MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer Zhang, Shiyu Liu, Cheng Zou, Xuan Geng, Xiangnan Zhou, Xin Fan, XingChen Zhu, Danxia Zhang, Huo Zhu, Wei PeerJ Bioinformatics PURPOSE: MicroRNAs (miRNAs), which could be stably preserved and detected in serum or plasma, could act as biomarkers in cancer diagnosis. Prostate cancer is the second cancer in males for incidence. This study aimed to establish a miRNA panel in peripheral serum which could act as a non-invasive biomarker helping diagnosing PC. METHODS: A total of 86 PC patients and 86 normal control serum samples were analyzed through a four-stage experimental process using quantitative real-time polymerase chain reaction. Logistic regression method was used to construct a diagnostic model based on the differentially expressed miRNAs in serum. Receiver operating characteristic curves were constructed to evaluate the diagnostic accuracy. We also compared the 3-miRNA panel with previously reported biomarkers and verified in four public datasets. In addition, the expression characteristics of the identified miRNAs were further explored in tissue and serum exosomes samples. RESULTS: We identified a 3-miRNA signature including up-regulated miR-146a-5p, miR-24-3p and miR-93-5p for PC detection. Areas under the receiver operating characteristic curve of the 3-miRNA panel for the training, testing and external validation phase were 0.819, 0.831 and 0.814, respectively. The identified signature has a very stable diagnostic performance in the large cohorts of four public datasets. Compared with previously identified miRNA biomarkers, the 3-miRNA signature in this study has superior performance in diagnosing PC. What’s more, the expression level of miR-93-5p was also elevated in exosomes from PC samples. However, in PC tissues, none of the three miRNAs showed significantly dysregulated expression. CONCLUSIONS: We established a three-miRNA panel (miR-146a-5p, miR-24-3p and miR-93-5p) in peripheral serum which could act as a non-invasive biomarker helping diagnosing PC. PeerJ Inc. 2021-05-19 /pmc/articles/PMC8141284/ /pubmed/34055487 http://dx.doi.org/10.7717/peerj.11441 Text en ©2021 Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Zhang, Shiyu Liu, Cheng Zou, Xuan Geng, Xiangnan Zhou, Xin Fan, XingChen Zhu, Danxia Zhang, Huo Zhu, Wei MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer |
title | MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer |
title_full | MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer |
title_fullStr | MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer |
title_full_unstemmed | MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer |
title_short | MicroRNA panel in serum reveals novel diagnostic biomarkers for prostate cancer |
title_sort | microrna panel in serum reveals novel diagnostic biomarkers for prostate cancer |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8141284/ https://www.ncbi.nlm.nih.gov/pubmed/34055487 http://dx.doi.org/10.7717/peerj.11441 |
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