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Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma
Currently, a reliable serum biomarker for hepatocellular carcinoma (HCC) has not been established, particularly for early‐stage HCC (single tumor < 2 cm). We aimed to investigate diagnostic serum exosomal microRNA (exo‐miR) panel for early‐stage HCC. Driver oncogenic miR (onco‐miR) candidates wer...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7402848/ https://www.ncbi.nlm.nih.gov/pubmed/32537885 http://dx.doi.org/10.1002/cam4.3230 |
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author | Cho, Hyo Jung Baek, Geum Ok Seo, Chul Won Ahn, Hye Ri Sung, Suna Son, Ju A Kim, Soon Sun Cho, Sung Won Jang, Jeong Won Nam, Suk Woo Cheong, Jae Youn Eun, Jung Woo |
author_facet | Cho, Hyo Jung Baek, Geum Ok Seo, Chul Won Ahn, Hye Ri Sung, Suna Son, Ju A Kim, Soon Sun Cho, Sung Won Jang, Jeong Won Nam, Suk Woo Cheong, Jae Youn Eun, Jung Woo |
author_sort | Cho, Hyo Jung |
collection | PubMed |
description | Currently, a reliable serum biomarker for hepatocellular carcinoma (HCC) has not been established, particularly for early‐stage HCC (single tumor < 2 cm). We aimed to investigate diagnostic serum exosomal microRNA (exo‐miR) panel for early‐stage HCC. Driver oncogenic miR (onco‐miR) candidates were selected by integrative analysis of miR expression profiles from three different RNA sequencing datasets of human HCC. Expressions of selected onco‐miRs in serum exosome were measured using quantitative real‐time PCR. Diagnostic performances of serum exo‐miRs for HCC were evaluated in the test cohort (N = 24) and validation cohort (N = 144). Serum exo‐miR panels were developed using a logistic regression model, and their diagnostic performance was evaluated. Six promising driver onco‐miRs, including miR‐25‐3p, miR‐140‐3p, miR‐423‐3p, miR‐1269a, miR‐4661‐5p, and miR‐4746‐5p, were identified by integrative analysis of three different RNA sequencing datasets. Among the six candidates, four serum exo‐miRs (miR‐25‐3p, miR‐1269a, miR‐4661‐5p, and miR‐4746‐5p) showed promising performance in the test cohort with area under the receiving operator curve (AUROC) >0.8. In our validation study, serum exo‐miR‐4661‐5p could diagnose HCC in all stages (AUROC = 0.917), even in early stage (AUROC = 0.923), with a greater accuracy than other candidate serum exo‐miRs and serum AFP. The panel composed of exo‐miR‐4661‐5p and exo‐miR‐4746‐5p was identified as the most accurate biomarker for early‐stage HCC (AUROC = 0.947, 95% confidence interval = 0.889‐0.980, sensitivity = 81.8%, and specificity = 91.7%). In conclusion, exo‐miR‐4661‐5p–based serum panel is a promising diagnostic marker for early‐stage HCC. |
format | Online Article Text |
id | pubmed-7402848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74028482020-08-06 Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma Cho, Hyo Jung Baek, Geum Ok Seo, Chul Won Ahn, Hye Ri Sung, Suna Son, Ju A Kim, Soon Sun Cho, Sung Won Jang, Jeong Won Nam, Suk Woo Cheong, Jae Youn Eun, Jung Woo Cancer Med Clinical Cancer Research Currently, a reliable serum biomarker for hepatocellular carcinoma (HCC) has not been established, particularly for early‐stage HCC (single tumor < 2 cm). We aimed to investigate diagnostic serum exosomal microRNA (exo‐miR) panel for early‐stage HCC. Driver oncogenic miR (onco‐miR) candidates were selected by integrative analysis of miR expression profiles from three different RNA sequencing datasets of human HCC. Expressions of selected onco‐miRs in serum exosome were measured using quantitative real‐time PCR. Diagnostic performances of serum exo‐miRs for HCC were evaluated in the test cohort (N = 24) and validation cohort (N = 144). Serum exo‐miR panels were developed using a logistic regression model, and their diagnostic performance was evaluated. Six promising driver onco‐miRs, including miR‐25‐3p, miR‐140‐3p, miR‐423‐3p, miR‐1269a, miR‐4661‐5p, and miR‐4746‐5p, were identified by integrative analysis of three different RNA sequencing datasets. Among the six candidates, four serum exo‐miRs (miR‐25‐3p, miR‐1269a, miR‐4661‐5p, and miR‐4746‐5p) showed promising performance in the test cohort with area under the receiving operator curve (AUROC) >0.8. In our validation study, serum exo‐miR‐4661‐5p could diagnose HCC in all stages (AUROC = 0.917), even in early stage (AUROC = 0.923), with a greater accuracy than other candidate serum exo‐miRs and serum AFP. The panel composed of exo‐miR‐4661‐5p and exo‐miR‐4746‐5p was identified as the most accurate biomarker for early‐stage HCC (AUROC = 0.947, 95% confidence interval = 0.889‐0.980, sensitivity = 81.8%, and specificity = 91.7%). In conclusion, exo‐miR‐4661‐5p–based serum panel is a promising diagnostic marker for early‐stage HCC. John Wiley and Sons Inc. 2020-06-14 /pmc/articles/PMC7402848/ /pubmed/32537885 http://dx.doi.org/10.1002/cam4.3230 Text en © 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Cancer Research Cho, Hyo Jung Baek, Geum Ok Seo, Chul Won Ahn, Hye Ri Sung, Suna Son, Ju A Kim, Soon Sun Cho, Sung Won Jang, Jeong Won Nam, Suk Woo Cheong, Jae Youn Eun, Jung Woo Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
title | Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
title_full | Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
title_fullStr | Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
title_full_unstemmed | Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
title_short | Exosomal microRNA‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
title_sort | exosomal microrna‐4661‐5p–based serum panel as a potential diagnostic biomarker for early‐stage hepatocellular carcinoma |
topic | Clinical Cancer Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7402848/ https://www.ncbi.nlm.nih.gov/pubmed/32537885 http://dx.doi.org/10.1002/cam4.3230 |
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