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Development of a 7-miRNA prognostic signature for patients with bladder cancer
Background: Bladder carcinoma (BC) represents one of the most prevalent malignant cancers, while predicting its clinical outcomes using traditional indicators is difficult. This study aimed to develop a miRNA signature for the prognostic prediction of patients with BC. Materials and Methods: MiRNAs...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831742/ https://www.ncbi.nlm.nih.gov/pubmed/36566019 http://dx.doi.org/10.18632/aging.204447 |
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author | Xv, Yingjie Qiu, Ming Liu, Zhaojun Xiao, Mingzhao Wang, Fen |
author_facet | Xv, Yingjie Qiu, Ming Liu, Zhaojun Xiao, Mingzhao Wang, Fen |
author_sort | Xv, Yingjie |
collection | PubMed |
description | Background: Bladder carcinoma (BC) represents one of the most prevalent malignant cancers, while predicting its clinical outcomes using traditional indicators is difficult. This study aimed to develop a miRNA signature for the prognostic prediction of patients with BC. Materials and Methods: MiRNAs that expressed differentially were identified between 413 BC and 19 non-tumor patients, whose prognostic values were evaluated using univariate and multivariate Cox regression analyses. The independent prognostic factors were screened out and were used to establish a signature. The risk score of the signature was calculated. Receiver operating characteristic (ROC) curves and Kaplan-Meier curves were used to verify the predictive performance of the miRNA signature and the risk score. A nomogram was constructed which integrated with the miRNA signature and clinical parameters. Experiments were performed. Results: 7 prognosis related miRNAs were selected as independent risk factors, and a 7-miRNA signature was constructed, with an area under ROC (AUC) of 0.721. The 7-miRNA-signature based risk score acts as an independent prognostic factor, with satisfactory predictive performance (AUC = 0.744). Increased miR-337-3p expressions were detected in tumor samples and BC cell lines than in non-tumorigenic tissues and cell lines. Experiments suggested that miR-337-3p induces the proliferation, migration, and invasion of BC cells. Conclusion: The constructed 7-miRNA signature is a promising biomarker for predicting the prognosis of patients with BC, and miR-337-3p may act as a candidate therapeutic target in BC treatments. |
format | Online Article Text |
id | pubmed-9831742 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-98317422023-01-11 Development of a 7-miRNA prognostic signature for patients with bladder cancer Xv, Yingjie Qiu, Ming Liu, Zhaojun Xiao, Mingzhao Wang, Fen Aging (Albany NY) Research Paper Background: Bladder carcinoma (BC) represents one of the most prevalent malignant cancers, while predicting its clinical outcomes using traditional indicators is difficult. This study aimed to develop a miRNA signature for the prognostic prediction of patients with BC. Materials and Methods: MiRNAs that expressed differentially were identified between 413 BC and 19 non-tumor patients, whose prognostic values were evaluated using univariate and multivariate Cox regression analyses. The independent prognostic factors were screened out and were used to establish a signature. The risk score of the signature was calculated. Receiver operating characteristic (ROC) curves and Kaplan-Meier curves were used to verify the predictive performance of the miRNA signature and the risk score. A nomogram was constructed which integrated with the miRNA signature and clinical parameters. Experiments were performed. Results: 7 prognosis related miRNAs were selected as independent risk factors, and a 7-miRNA signature was constructed, with an area under ROC (AUC) of 0.721. The 7-miRNA-signature based risk score acts as an independent prognostic factor, with satisfactory predictive performance (AUC = 0.744). Increased miR-337-3p expressions were detected in tumor samples and BC cell lines than in non-tumorigenic tissues and cell lines. Experiments suggested that miR-337-3p induces the proliferation, migration, and invasion of BC cells. Conclusion: The constructed 7-miRNA signature is a promising biomarker for predicting the prognosis of patients with BC, and miR-337-3p may act as a candidate therapeutic target in BC treatments. Impact Journals 2022-12-21 /pmc/articles/PMC9831742/ /pubmed/36566019 http://dx.doi.org/10.18632/aging.204447 Text en Copyright: © 2022 Xv et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Xv, Yingjie Qiu, Ming Liu, Zhaojun Xiao, Mingzhao Wang, Fen Development of a 7-miRNA prognostic signature for patients with bladder cancer |
title | Development of a 7-miRNA prognostic signature for patients with bladder cancer |
title_full | Development of a 7-miRNA prognostic signature for patients with bladder cancer |
title_fullStr | Development of a 7-miRNA prognostic signature for patients with bladder cancer |
title_full_unstemmed | Development of a 7-miRNA prognostic signature for patients with bladder cancer |
title_short | Development of a 7-miRNA prognostic signature for patients with bladder cancer |
title_sort | development of a 7-mirna prognostic signature for patients with bladder cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831742/ https://www.ncbi.nlm.nih.gov/pubmed/36566019 http://dx.doi.org/10.18632/aging.204447 |
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