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Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases

Hepatocellular carcinoma (HCC) is a common cancer with very poor survival due to lack of reliable biomarker for early diagnosis. In this study, we investigated microRNA (miRNA) profile of whole blood with a custom microarray containing probes for 1849 miRNA species in a total 213 successive subjects...

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Autores principales: Long, Xiao-Ran, Zhang, Yao-Jun, Zhang, Mei-Yin, Chen, Keng, Zheng, X.F Steven, Wang, Hui-Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5509456/
https://www.ncbi.nlm.nih.gov/pubmed/28657540
http://dx.doi.org/10.18632/aging.101253
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author Long, Xiao-Ran
Zhang, Yao-Jun
Zhang, Mei-Yin
Chen, Keng
Zheng, X.F Steven
Wang, Hui-Yun
author_facet Long, Xiao-Ran
Zhang, Yao-Jun
Zhang, Mei-Yin
Chen, Keng
Zheng, X.F Steven
Wang, Hui-Yun
author_sort Long, Xiao-Ran
collection PubMed
description Hepatocellular carcinoma (HCC) is a common cancer with very poor survival due to lack of reliable biomarker for early diagnosis. In this study, we investigated microRNA (miRNA) profile of whole blood with a custom microarray containing probes for 1849 miRNA species in a total 213 successive subjects who were divided into a discovery set and a validation set. An 88-miRNA signature was established to diagnose health controls (HC), chronic hepatitis B (CHB), liver cirrhosis (LC) and HCC with 100% accuracy in the discovery set using Fisher discriminant analysis. This diagnostic signature was confirmed in the validation set with accuracy rates of 100%, 95.2%, 93.7% and 98.4% for HC, CHB, LC and HCC patients, respectively. Compared with AFP, the only available non-invasive and routinely used biomarker for diagnosis of HCC, the 88-miRNA signature has much higher accuracy (99.5% vs 76.5%), sensitivity (100% vs 63.8%), and specificity (99.2% vs 84.2%). More importantly, the signature detects small HCCs (<3cm) with 100% (17/17) accuracy while AFP has only 64.7% (11/17). In conclusion, we have identified a powerful and sensitive blood 88-miRNA signature for diagnosing early HCC and other chronic liver diseases (CHB and LC) with a high accuracy.
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spelling pubmed-55094562017-08-03 Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases Long, Xiao-Ran Zhang, Yao-Jun Zhang, Mei-Yin Chen, Keng Zheng, X.F Steven Wang, Hui-Yun Aging (Albany NY) Research Paper Hepatocellular carcinoma (HCC) is a common cancer with very poor survival due to lack of reliable biomarker for early diagnosis. In this study, we investigated microRNA (miRNA) profile of whole blood with a custom microarray containing probes for 1849 miRNA species in a total 213 successive subjects who were divided into a discovery set and a validation set. An 88-miRNA signature was established to diagnose health controls (HC), chronic hepatitis B (CHB), liver cirrhosis (LC) and HCC with 100% accuracy in the discovery set using Fisher discriminant analysis. This diagnostic signature was confirmed in the validation set with accuracy rates of 100%, 95.2%, 93.7% and 98.4% for HC, CHB, LC and HCC patients, respectively. Compared with AFP, the only available non-invasive and routinely used biomarker for diagnosis of HCC, the 88-miRNA signature has much higher accuracy (99.5% vs 76.5%), sensitivity (100% vs 63.8%), and specificity (99.2% vs 84.2%). More importantly, the signature detects small HCCs (<3cm) with 100% (17/17) accuracy while AFP has only 64.7% (11/17). In conclusion, we have identified a powerful and sensitive blood 88-miRNA signature for diagnosing early HCC and other chronic liver diseases (CHB and LC) with a high accuracy. Impact Journals LLC 2017-06-27 /pmc/articles/PMC5509456/ /pubmed/28657540 http://dx.doi.org/10.18632/aging.101253 Text en Copyright: © 2017 Long et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Research Paper
Long, Xiao-Ran
Zhang, Yao-Jun
Zhang, Mei-Yin
Chen, Keng
Zheng, X.F Steven
Wang, Hui-Yun
Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
title Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
title_full Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
title_fullStr Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
title_full_unstemmed Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
title_short Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
title_sort identification of an 88-microrna signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5509456/
https://www.ncbi.nlm.nih.gov/pubmed/28657540
http://dx.doi.org/10.18632/aging.101253
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