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Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test
BACKGROUND: Bladder cancer (BC) is the tenth most common cancer in the world. Serum microRNA (miRNA) profiles previously have been reported as non-invasive biomarkers in cancer screening. The non-invasive and reliable diagnostic biomarkers are urgently needed for detecting BC, while cystoscopy is in...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189164/ https://www.ncbi.nlm.nih.gov/pubmed/35706801 http://dx.doi.org/10.21037/tcr-21-2611 |
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author | Li, Rongkang Xia, Yong Chen, Xuan Li, Xinji Huang, Guocheng Peng, Xiqi Liu, Kaihao Zhang, Chunduo Li, Mingyang Lin, Yu Dong, Jing Ji, Ling Lai, Yongqing |
author_facet | Li, Rongkang Xia, Yong Chen, Xuan Li, Xinji Huang, Guocheng Peng, Xiqi Liu, Kaihao Zhang, Chunduo Li, Mingyang Lin, Yu Dong, Jing Ji, Ling Lai, Yongqing |
author_sort | Li, Rongkang |
collection | PubMed |
description | BACKGROUND: Bladder cancer (BC) is the tenth most common cancer in the world. Serum microRNA (miRNA) profiles previously have been reported as non-invasive biomarkers in cancer screening. The non-invasive and reliable diagnostic biomarkers are urgently needed for detecting BC, while cystoscopy is invasive. Our study aimed to identify candidate miRNAs in serum as potential diagnostic biomarkers for BC detection. METHODS: This study was including the screening stage, training stage, and validation stage with 137 BC patients and 127 healthy controls (HCs). We identified the expression of 28 serum miRNAs from 5 BC pools and 3 HC pools in the initial screening stage. The other 112 BC patients and 112 HCs were randomly divided into training stage with 30 BC patients and 30 HCs and validation stages with 82 BC patients and 82 HCs. These HCs matched BC patients based on age and gender with P value >0.05. Identified dysregulated miRNAs were further confirmed in the training stage, and validation stages by quantitative reverse transcription-polymerase chain reaction (qRT-PCR). The diagnostic value of miRNAs was assessed by receiver operating characteristic (ROC) curves and the area under the ROC curve (AUC). Target genes of 3 candidate miRNAs were predicted by bioinformatic analysis. RESULTS: Five miRNAs (miR-106a-5p, miR-145-5p, miR-132-3p, miR-7-5p and miR-148b-3p) in serum were obviously dysregulated in BC patients compared to HCs. The ability to diagnose BC of 3 candidate miRNAs was estimated by AUC, with miR-132-3p (AUC =0.781; sensitivity =68.29%, specificity =81.71%), miR-7-5p (AUC =0.778; sensitivity =59.76%, specificity =84.15%) and miR-148b-3p (AUC =0.837; sensitivity =81.71%, specificity =71.95%). Combined application of these candidate miRNAs with parallel test could improve the diagnostic value (AUC =0.922; sensitivity =90.24%, specificity =81.71%). BNC2, GAS7, and NTRK2, considered as target genes of the three-miRNA panel, may play an important role in the process of BC development. CONCLUSIONS: A three-miRNA panel in serum was identified for BC diagnosis in our study, which HCs were used for differential diagnosis. The three-miRNA panel (miR-132-3p, miR-7-5p, and miR-148b-3p) might be performed as a non-invasive and convenient diagnostic tool for BC screening and diagnosis. |
format | Online Article Text |
id | pubmed-9189164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-91891642022-06-14 Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test Li, Rongkang Xia, Yong Chen, Xuan Li, Xinji Huang, Guocheng Peng, Xiqi Liu, Kaihao Zhang, Chunduo Li, Mingyang Lin, Yu Dong, Jing Ji, Ling Lai, Yongqing Transl Cancer Res Original Article BACKGROUND: Bladder cancer (BC) is the tenth most common cancer in the world. Serum microRNA (miRNA) profiles previously have been reported as non-invasive biomarkers in cancer screening. The non-invasive and reliable diagnostic biomarkers are urgently needed for detecting BC, while cystoscopy is invasive. Our study aimed to identify candidate miRNAs in serum as potential diagnostic biomarkers for BC detection. METHODS: This study was including the screening stage, training stage, and validation stage with 137 BC patients and 127 healthy controls (HCs). We identified the expression of 28 serum miRNAs from 5 BC pools and 3 HC pools in the initial screening stage. The other 112 BC patients and 112 HCs were randomly divided into training stage with 30 BC patients and 30 HCs and validation stages with 82 BC patients and 82 HCs. These HCs matched BC patients based on age and gender with P value >0.05. Identified dysregulated miRNAs were further confirmed in the training stage, and validation stages by quantitative reverse transcription-polymerase chain reaction (qRT-PCR). The diagnostic value of miRNAs was assessed by receiver operating characteristic (ROC) curves and the area under the ROC curve (AUC). Target genes of 3 candidate miRNAs were predicted by bioinformatic analysis. RESULTS: Five miRNAs (miR-106a-5p, miR-145-5p, miR-132-3p, miR-7-5p and miR-148b-3p) in serum were obviously dysregulated in BC patients compared to HCs. The ability to diagnose BC of 3 candidate miRNAs was estimated by AUC, with miR-132-3p (AUC =0.781; sensitivity =68.29%, specificity =81.71%), miR-7-5p (AUC =0.778; sensitivity =59.76%, specificity =84.15%) and miR-148b-3p (AUC =0.837; sensitivity =81.71%, specificity =71.95%). Combined application of these candidate miRNAs with parallel test could improve the diagnostic value (AUC =0.922; sensitivity =90.24%, specificity =81.71%). BNC2, GAS7, and NTRK2, considered as target genes of the three-miRNA panel, may play an important role in the process of BC development. CONCLUSIONS: A three-miRNA panel in serum was identified for BC diagnosis in our study, which HCs were used for differential diagnosis. The three-miRNA panel (miR-132-3p, miR-7-5p, and miR-148b-3p) might be performed as a non-invasive and convenient diagnostic tool for BC screening and diagnosis. AME Publishing Company 2022-05 /pmc/articles/PMC9189164/ /pubmed/35706801 http://dx.doi.org/10.21037/tcr-21-2611 Text en 2022 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Article Li, Rongkang Xia, Yong Chen, Xuan Li, Xinji Huang, Guocheng Peng, Xiqi Liu, Kaihao Zhang, Chunduo Li, Mingyang Lin, Yu Dong, Jing Ji, Ling Lai, Yongqing Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test |
title | Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test |
title_full | Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test |
title_fullStr | Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test |
title_full_unstemmed | Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test |
title_short | Identification of a three-miRNA panel in serum for bladder cancer diagnosis by a diagnostic test |
title_sort | identification of a three-mirna panel in serum for bladder cancer diagnosis by a diagnostic test |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189164/ https://www.ncbi.nlm.nih.gov/pubmed/35706801 http://dx.doi.org/10.21037/tcr-21-2611 |
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