Cargando…
Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer
BACKGROUND: The recent discovery of miRNAs and lncRNAs in urine exosomes has emerged as promising diagnostic biomarkers for bladder cancer (BCa). However, mRNAs as the direct products of transcription has not been well evaluated in exosomes as biomarkers for BCa diagnosis. The purpose of this study...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111292/ https://www.ncbi.nlm.nih.gov/pubmed/33987102 http://dx.doi.org/10.3389/fonc.2021.667212 |
_version_ | 1783690468428611584 |
---|---|
author | Huang, Haiming Du, Jialin Jin, Bo Pang, Lu Duan, Nan Huang, Chenwei Hou, Jiayin Yu, Wei Hao, Han Li, Haixia |
author_facet | Huang, Haiming Du, Jialin Jin, Bo Pang, Lu Duan, Nan Huang, Chenwei Hou, Jiayin Yu, Wei Hao, Han Li, Haixia |
author_sort | Huang, Haiming |
collection | PubMed |
description | BACKGROUND: The recent discovery of miRNAs and lncRNAs in urine exosomes has emerged as promising diagnostic biomarkers for bladder cancer (BCa). However, mRNAs as the direct products of transcription has not been well evaluated in exosomes as biomarkers for BCa diagnosis. The purpose of this study was to identify tumor progression-related mRNAs and lncRNAs in urine exosomes that could be used for detection of BCa. METHODS: RNA-sequencing was performed to identify tumor progression-related biomarkers in three matched superficial tumor and deep infiltrating tumor regions of muscle-invasive bladder cancer (MIBC) specimens, differently expressed mRNAs and lncRNAs were validated in TCGA dataset (n = 391) in the discovery stage. Then candidate RNAs were chosen for evaluation in urine exosomes of a training cohort (10 BCa and 10 healthy controls) and a validation cohort (80 BCa and 80 healthy controls) using RT-qPCR. The diagnostic potential of the candidates were evaluated by receiver operating characteristic (ROC) curves. RESULTS: RNA sequencing revealed 8 mRNAs and 32 lncRNAs that were significantly upregulated in deep infiltrating tumor region. After validation in TCGA database, 10 markedly dysregulated RNAs were selected for further investigation in urine exosomes, of which five (mRNAs: KLHDC7B, CASP14, and PRSS1; lncRNAs: MIR205HG and GAS5) were verified to be significantly dysregulated. The combination of the five RNAs had the highest AUC to disguising the BCa (0.924, 95% CI, 0.875–0.974) or early stage BCa patients (0.910, 95% CI, 0.850 to 0.971) from HCs. The expression levels of these five RNAs were correlated with tumor stage, grade, and hematuria degrees. CONCLUSIONS: These findings highlight the potential of urine exosomal mRNAs and lncRNAs profiling in the early diagnosis and provide new insights into the molecular mechanisms involved in BCa. |
format | Online Article Text |
id | pubmed-8111292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81112922021-05-12 Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer Huang, Haiming Du, Jialin Jin, Bo Pang, Lu Duan, Nan Huang, Chenwei Hou, Jiayin Yu, Wei Hao, Han Li, Haixia Front Oncol Oncology BACKGROUND: The recent discovery of miRNAs and lncRNAs in urine exosomes has emerged as promising diagnostic biomarkers for bladder cancer (BCa). However, mRNAs as the direct products of transcription has not been well evaluated in exosomes as biomarkers for BCa diagnosis. The purpose of this study was to identify tumor progression-related mRNAs and lncRNAs in urine exosomes that could be used for detection of BCa. METHODS: RNA-sequencing was performed to identify tumor progression-related biomarkers in three matched superficial tumor and deep infiltrating tumor regions of muscle-invasive bladder cancer (MIBC) specimens, differently expressed mRNAs and lncRNAs were validated in TCGA dataset (n = 391) in the discovery stage. Then candidate RNAs were chosen for evaluation in urine exosomes of a training cohort (10 BCa and 10 healthy controls) and a validation cohort (80 BCa and 80 healthy controls) using RT-qPCR. The diagnostic potential of the candidates were evaluated by receiver operating characteristic (ROC) curves. RESULTS: RNA sequencing revealed 8 mRNAs and 32 lncRNAs that were significantly upregulated in deep infiltrating tumor region. After validation in TCGA database, 10 markedly dysregulated RNAs were selected for further investigation in urine exosomes, of which five (mRNAs: KLHDC7B, CASP14, and PRSS1; lncRNAs: MIR205HG and GAS5) were verified to be significantly dysregulated. The combination of the five RNAs had the highest AUC to disguising the BCa (0.924, 95% CI, 0.875–0.974) or early stage BCa patients (0.910, 95% CI, 0.850 to 0.971) from HCs. The expression levels of these five RNAs were correlated with tumor stage, grade, and hematuria degrees. CONCLUSIONS: These findings highlight the potential of urine exosomal mRNAs and lncRNAs profiling in the early diagnosis and provide new insights into the molecular mechanisms involved in BCa. Frontiers Media S.A. 2021-04-27 /pmc/articles/PMC8111292/ /pubmed/33987102 http://dx.doi.org/10.3389/fonc.2021.667212 Text en Copyright © 2021 Huang, Du, Jin, Pang, Duan, Huang, Hou, Yu, Hao and Li 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 Huang, Haiming Du, Jialin Jin, Bo Pang, Lu Duan, Nan Huang, Chenwei Hou, Jiayin Yu, Wei Hao, Han Li, Haixia Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer |
title | Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer |
title_full | Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer |
title_fullStr | Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer |
title_full_unstemmed | Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer |
title_short | Combination of Urine Exosomal mRNAs and lncRNAs as Novel Diagnostic Biomarkers for Bladder Cancer |
title_sort | combination of urine exosomal mrnas and lncrnas as novel diagnostic biomarkers for bladder cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111292/ https://www.ncbi.nlm.nih.gov/pubmed/33987102 http://dx.doi.org/10.3389/fonc.2021.667212 |
work_keys_str_mv | AT huanghaiming combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT dujialin combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT jinbo combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT panglu combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT duannan combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT huangchenwei combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT houjiayin combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT yuwei combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT haohan combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer AT lihaixia combinationofurineexosomalmrnasandlncrnasasnoveldiagnosticbiomarkersforbladdercancer |