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Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing
INTRODUCTION: Cystoscopy is the standard methodology for diagnosis of bladder cancer (BC), but it is invasive and relatively expensive. Previous studies have found that urinary exosomal long non-coding RNAs (lncRNAs) may act as potential noninvasive biomarkers for diagnosis. Here we identified urina...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9477086/ https://www.ncbi.nlm.nih.gov/pubmed/36119544 http://dx.doi.org/10.3389/fonc.2022.976329 |
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author | Bian, Bingxian Li, Li Ke, Xing Chen, Hui Liu, Yi Zheng, Naisheng Zheng, Yingxia Ma, Yanhui Zhou, Yunlan Yang, Junyao Xiao, Lanshu Shen, Lisong |
author_facet | Bian, Bingxian Li, Li Ke, Xing Chen, Hui Liu, Yi Zheng, Naisheng Zheng, Yingxia Ma, Yanhui Zhou, Yunlan Yang, Junyao Xiao, Lanshu Shen, Lisong |
author_sort | Bian, Bingxian |
collection | PubMed |
description | INTRODUCTION: Cystoscopy is the standard methodology for diagnosis of bladder cancer (BC), but it is invasive and relatively expensive. Previous studies have found that urinary exosomal long non-coding RNAs (lncRNAs) may act as potential noninvasive biomarkers for diagnosis. Here we identified urinary exosomal lncRNAs that are differentially expressed between BC and controls, and established a panel for diagnosis of BC. METHODS: We performed RNA sequencing in urinary exosomes of 7 controls and 7 patients, subsequently the differentially expressed lncRNAs were detected in training cohort (50 controls and 50 patients) and validation cohort (43 controls and 43 patients). The diagnostic power of lncRNAs for BC was calculated by the area under curve (AUC). The panel for diagnosis of BC was calculated by logistic regression. RESULTS: The results of RNA sequencing in urinary exosomes showed that 240 upregulated lncRNAs and 275 downregulated lncRNAs were differentially expressed. The levels of MKLN1-AS, TALAM1, TTN-AS1 and UCA1 in BC patients were higher than that in controls in the training and validation cohort by real-time PCR. Using logistic regression, with the combination of these four lncRNAs and NMP22, we identified a panel of five parameters capable of classifying BC patients versus controls on the basis of the training cohort (AUC=0.850). Moreover, the performance of the panel exhibited better performance than either single parameter in the validation cohort. CONCLUSION: Collectively, this study confirmed the diagnostic value of lncRNAs for BC by high-throughout urinary exosomal RNA sequencing. |
format | Online Article Text |
id | pubmed-9477086 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94770862022-09-16 Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing Bian, Bingxian Li, Li Ke, Xing Chen, Hui Liu, Yi Zheng, Naisheng Zheng, Yingxia Ma, Yanhui Zhou, Yunlan Yang, Junyao Xiao, Lanshu Shen, Lisong Front Oncol Oncology INTRODUCTION: Cystoscopy is the standard methodology for diagnosis of bladder cancer (BC), but it is invasive and relatively expensive. Previous studies have found that urinary exosomal long non-coding RNAs (lncRNAs) may act as potential noninvasive biomarkers for diagnosis. Here we identified urinary exosomal lncRNAs that are differentially expressed between BC and controls, and established a panel for diagnosis of BC. METHODS: We performed RNA sequencing in urinary exosomes of 7 controls and 7 patients, subsequently the differentially expressed lncRNAs were detected in training cohort (50 controls and 50 patients) and validation cohort (43 controls and 43 patients). The diagnostic power of lncRNAs for BC was calculated by the area under curve (AUC). The panel for diagnosis of BC was calculated by logistic regression. RESULTS: The results of RNA sequencing in urinary exosomes showed that 240 upregulated lncRNAs and 275 downregulated lncRNAs were differentially expressed. The levels of MKLN1-AS, TALAM1, TTN-AS1 and UCA1 in BC patients were higher than that in controls in the training and validation cohort by real-time PCR. Using logistic regression, with the combination of these four lncRNAs and NMP22, we identified a panel of five parameters capable of classifying BC patients versus controls on the basis of the training cohort (AUC=0.850). Moreover, the performance of the panel exhibited better performance than either single parameter in the validation cohort. CONCLUSION: Collectively, this study confirmed the diagnostic value of lncRNAs for BC by high-throughout urinary exosomal RNA sequencing. Frontiers Media S.A. 2022-09-01 /pmc/articles/PMC9477086/ /pubmed/36119544 http://dx.doi.org/10.3389/fonc.2022.976329 Text en Copyright © 2022 Bian, Li, Ke, Chen, Liu, Zheng, Zheng, Ma, Zhou, Yang, Xiao and Shen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Bian, Bingxian Li, Li Ke, Xing Chen, Hui Liu, Yi Zheng, Naisheng Zheng, Yingxia Ma, Yanhui Zhou, Yunlan Yang, Junyao Xiao, Lanshu Shen, Lisong Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing |
title | Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing |
title_full | Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing |
title_fullStr | Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing |
title_full_unstemmed | Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing |
title_short | Urinary exosomal long non-coding RNAs as noninvasive biomarkers for diagnosis of bladder cancer by RNA sequencing |
title_sort | urinary exosomal long non-coding rnas as noninvasive biomarkers for diagnosis of bladder cancer by rna sequencing |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9477086/ https://www.ncbi.nlm.nih.gov/pubmed/36119544 http://dx.doi.org/10.3389/fonc.2022.976329 |
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