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Serum fibronectin distinguishes the early stages of hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death, necessitating the discovery of serum markers for its early detection. In this study, a total of 180 serum samples from liver cirrhosis (LC), hepatocellular carcinoma (HCC) patients and paired samples of HCC patients w...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573357/ https://www.ncbi.nlm.nih.gov/pubmed/28842594 http://dx.doi.org/10.1038/s41598-017-09691-3 |
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author | Kim, Hyunsoo Park, JiYoung Kim, Yongkang Sohn, Areum Yeo, Injun Jong Yu, Su Yoon, Jung-Hwan Park, Taesung Kim, Youngsoo |
author_facet | Kim, Hyunsoo Park, JiYoung Kim, Yongkang Sohn, Areum Yeo, Injun Jong Yu, Su Yoon, Jung-Hwan Park, Taesung Kim, Youngsoo |
author_sort | Kim, Hyunsoo |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death, necessitating the discovery of serum markers for its early detection. In this study, a total of 180 serum samples from liver cirrhosis (LC), hepatocellular carcinoma (HCC) patients and paired samples of HCC patients who recovered (Recovery) were analyzed by multiple reaction monitoring-mass spectrometry (MRM-MS) to verify biomarkers. The three-fold crossvalidation was repeated 100 times in the training and test sets to evaluate statistical significance of 124 candidate proteins. This step resulted in 2 proteins that had an area under the receiver operating curve (AUROC) values ≥0.800 in the training (n = 90) and test sets (n = 90). Specifically, fibronectin (FN1, WCGTTQNYDADQK), distinguished HCC from LC patients, with an AUROC value of 0.926 by logistic regression. A FN1 protein was selected for validation in an independent sample (n = 60) using enzyme-linked immunosorbent assay (ELISA). The combination of alpha-fetoprotein (AFP) and FN1 improved the diagnostic performance and differentiated HCC patients with normal AFP levels. Our study has examined candidate markers for the benign disease state and malignancy and has followed up on the consequent recovery. Thus, improvement in the early detection of HCC by a 2-marker panel (AFP + FN1) might benefit HCC patients. |
format | Online Article Text |
id | pubmed-5573357 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55733572017-09-01 Serum fibronectin distinguishes the early stages of hepatocellular carcinoma Kim, Hyunsoo Park, JiYoung Kim, Yongkang Sohn, Areum Yeo, Injun Jong Yu, Su Yoon, Jung-Hwan Park, Taesung Kim, Youngsoo Sci Rep Article Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death, necessitating the discovery of serum markers for its early detection. In this study, a total of 180 serum samples from liver cirrhosis (LC), hepatocellular carcinoma (HCC) patients and paired samples of HCC patients who recovered (Recovery) were analyzed by multiple reaction monitoring-mass spectrometry (MRM-MS) to verify biomarkers. The three-fold crossvalidation was repeated 100 times in the training and test sets to evaluate statistical significance of 124 candidate proteins. This step resulted in 2 proteins that had an area under the receiver operating curve (AUROC) values ≥0.800 in the training (n = 90) and test sets (n = 90). Specifically, fibronectin (FN1, WCGTTQNYDADQK), distinguished HCC from LC patients, with an AUROC value of 0.926 by logistic regression. A FN1 protein was selected for validation in an independent sample (n = 60) using enzyme-linked immunosorbent assay (ELISA). The combination of alpha-fetoprotein (AFP) and FN1 improved the diagnostic performance and differentiated HCC patients with normal AFP levels. Our study has examined candidate markers for the benign disease state and malignancy and has followed up on the consequent recovery. Thus, improvement in the early detection of HCC by a 2-marker panel (AFP + FN1) might benefit HCC patients. Nature Publishing Group UK 2017-08-25 /pmc/articles/PMC5573357/ /pubmed/28842594 http://dx.doi.org/10.1038/s41598-017-09691-3 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Kim, Hyunsoo Park, JiYoung Kim, Yongkang Sohn, Areum Yeo, Injun Jong Yu, Su Yoon, Jung-Hwan Park, Taesung Kim, Youngsoo Serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
title | Serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
title_full | Serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
title_fullStr | Serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
title_full_unstemmed | Serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
title_short | Serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
title_sort | serum fibronectin distinguishes the early stages of hepatocellular carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573357/ https://www.ncbi.nlm.nih.gov/pubmed/28842594 http://dx.doi.org/10.1038/s41598-017-09691-3 |
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