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Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response
Direct-acting antiviral (DAA) therapy for chronic hepatitis C virus (HCV) infection patients (CH) results in a sustained viral response (SVR) in over 95% of patients. However, hepatocellular carcinoma (HCC) occurs in 1–5% of patients who achieved an SVR after treatment with interferon. We attempted...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6966514/ https://www.ncbi.nlm.nih.gov/pubmed/31684167 http://dx.doi.org/10.3390/biomedicines7040087 |
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author | Itami-Matsumoto, Saori Hayakawa, Michiyo Uchida-Kobayashi, Sawako Enomoto, Masaru Tamori, Akihiro Mizuno, Kazuyuki Toyoda, Hidenori Tamura, Takeyuki Akutsu, Tatsuya Ochiya, Takahiro Kawada, Norifumi Murakami, Yoshiki |
author_facet | Itami-Matsumoto, Saori Hayakawa, Michiyo Uchida-Kobayashi, Sawako Enomoto, Masaru Tamori, Akihiro Mizuno, Kazuyuki Toyoda, Hidenori Tamura, Takeyuki Akutsu, Tatsuya Ochiya, Takahiro Kawada, Norifumi Murakami, Yoshiki |
author_sort | Itami-Matsumoto, Saori |
collection | PubMed |
description | Direct-acting antiviral (DAA) therapy for chronic hepatitis C virus (HCV) infection patients (CH) results in a sustained viral response (SVR) in over 95% of patients. However, hepatocellular carcinoma (HCC) occurs in 1–5% of patients who achieved an SVR after treatment with interferon. We attempted to develop a minimally invasive and highly reliable method of predicting the occurrence and recurrence of HCC in patients who achieved an SVR with DAA therapy. The exosomal miRNA expression patterns of 69 CH patients who underwent HCC curative treatment and 70 CH patients were assessed using microarray analysis. We identified a miRNA expression pattern characteristic of SVR-HCC by using machine learning. Twenty-five of 69 patients had HCC recurrence. The expression of four exosomal miRNAs predicted HCC recurrence with 85.3% accuracy. Fifteen of 70 patients had HCC occurrence. The expression of four exosomal miRNAs predicted the onset of HCC with 85.5% accuracy. The expression patterns of miR-4718, 642a-5p, 6826-3p, and 762 in exosomes were positively correlated with those in the liver, and downregulation of these miRNAs induced cell proliferation and prevented apoptosis in vitro. Aberrant expression of four miRNAs, which was used for prediction, was associated with HCC onset after HCV eradication. Expression patterns of exosomal miRNAs are a promising tool to predict SVR-HCC. |
format | Online Article Text |
id | pubmed-6966514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69665142020-01-27 Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response Itami-Matsumoto, Saori Hayakawa, Michiyo Uchida-Kobayashi, Sawako Enomoto, Masaru Tamori, Akihiro Mizuno, Kazuyuki Toyoda, Hidenori Tamura, Takeyuki Akutsu, Tatsuya Ochiya, Takahiro Kawada, Norifumi Murakami, Yoshiki Biomedicines Article Direct-acting antiviral (DAA) therapy for chronic hepatitis C virus (HCV) infection patients (CH) results in a sustained viral response (SVR) in over 95% of patients. However, hepatocellular carcinoma (HCC) occurs in 1–5% of patients who achieved an SVR after treatment with interferon. We attempted to develop a minimally invasive and highly reliable method of predicting the occurrence and recurrence of HCC in patients who achieved an SVR with DAA therapy. The exosomal miRNA expression patterns of 69 CH patients who underwent HCC curative treatment and 70 CH patients were assessed using microarray analysis. We identified a miRNA expression pattern characteristic of SVR-HCC by using machine learning. Twenty-five of 69 patients had HCC recurrence. The expression of four exosomal miRNAs predicted HCC recurrence with 85.3% accuracy. Fifteen of 70 patients had HCC occurrence. The expression of four exosomal miRNAs predicted the onset of HCC with 85.5% accuracy. The expression patterns of miR-4718, 642a-5p, 6826-3p, and 762 in exosomes were positively correlated with those in the liver, and downregulation of these miRNAs induced cell proliferation and prevented apoptosis in vitro. Aberrant expression of four miRNAs, which was used for prediction, was associated with HCC onset after HCV eradication. Expression patterns of exosomal miRNAs are a promising tool to predict SVR-HCC. MDPI 2019-11-03 /pmc/articles/PMC6966514/ /pubmed/31684167 http://dx.doi.org/10.3390/biomedicines7040087 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Itami-Matsumoto, Saori Hayakawa, Michiyo Uchida-Kobayashi, Sawako Enomoto, Masaru Tamori, Akihiro Mizuno, Kazuyuki Toyoda, Hidenori Tamura, Takeyuki Akutsu, Tatsuya Ochiya, Takahiro Kawada, Norifumi Murakami, Yoshiki Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response |
title | Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response |
title_full | Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response |
title_fullStr | Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response |
title_full_unstemmed | Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response |
title_short | Circulating Exosomal miRNA Profiles Predict the Occurrence and Recurrence of Hepatocellular Carcinoma in Patients with Direct-Acting Antiviral-Induced Sustained Viral Response |
title_sort | circulating exosomal mirna profiles predict the occurrence and recurrence of hepatocellular carcinoma in patients with direct-acting antiviral-induced sustained viral response |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6966514/ https://www.ncbi.nlm.nih.gov/pubmed/31684167 http://dx.doi.org/10.3390/biomedicines7040087 |
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