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Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers
Individualized assessment of hepatocellular carcinoma (HCC) risk in chronic liver disease remains challenging. Serum biomarkers including cytokines may offer helpful adjuncts to standard parameters for risk prediction. Our aim was to identify markers associated with increased HCC incidence. This was...
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/PMC5593940/ https://www.ncbi.nlm.nih.gov/pubmed/28894136 http://dx.doi.org/10.1038/s41598-017-10498-5 |
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author | Chen, Vincent L. Le, An K. Podlaha, Ondrej Estevez, Jacqueline Li, Biao Vutien, Philip Chang, Ellen T. Rosenberg-Hasson, Yael Pflanz, Stefan Jiang, Zhaoshi Ge, Dongliang Gaggar, Anuj Nguyen, Mindie H. |
author_facet | Chen, Vincent L. Le, An K. Podlaha, Ondrej Estevez, Jacqueline Li, Biao Vutien, Philip Chang, Ellen T. Rosenberg-Hasson, Yael Pflanz, Stefan Jiang, Zhaoshi Ge, Dongliang Gaggar, Anuj Nguyen, Mindie H. |
author_sort | Chen, Vincent L. |
collection | PubMed |
description | Individualized assessment of hepatocellular carcinoma (HCC) risk in chronic liver disease remains challenging. Serum biomarkers including cytokines may offer helpful adjuncts to standard parameters for risk prediction. Our aim was to identify markers associated with increased HCC incidence. This was a prospective cohort study of 282 patients with both viral or non-viral chronic liver disease. Baseline serum cytokines and other markers were measured in multiplex with a commercially-available Luminex-based system. Patients were followed until death or HCC diagnosis. We performed Lasso-based survival analysis to determine parameters associated with HCC development. Cytokine mean florescence intensity (MFI) was the primary predictor and HCC development the primary outcome. 25 patients developed HCC with total follow-up of 1,363 person-years. Parameters associated with increased HCC incidence were cirrhosis, hepatic decompensation, and soluble serum intercellular adhesion molecule 1 (sICAM-1) MFI. No other molecules increased predictive power for HCC incidence. On univariate analysis, the parameters associated with HCC incidence in patients with cirrhosis were age, antiviral treatment, and high sICAM-1 MFI; on multivariate analysis, sICAM-1 remained associated with HCC development (adjusted HR = 2.75). On unbiased screening of serum cytokines and other markers in a diverse cohort, baseline sICAM-1 MFI is associated with HCC incidence. |
format | Online Article Text |
id | pubmed-5593940 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55939402017-09-13 Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers Chen, Vincent L. Le, An K. Podlaha, Ondrej Estevez, Jacqueline Li, Biao Vutien, Philip Chang, Ellen T. Rosenberg-Hasson, Yael Pflanz, Stefan Jiang, Zhaoshi Ge, Dongliang Gaggar, Anuj Nguyen, Mindie H. Sci Rep Article Individualized assessment of hepatocellular carcinoma (HCC) risk in chronic liver disease remains challenging. Serum biomarkers including cytokines may offer helpful adjuncts to standard parameters for risk prediction. Our aim was to identify markers associated with increased HCC incidence. This was a prospective cohort study of 282 patients with both viral or non-viral chronic liver disease. Baseline serum cytokines and other markers were measured in multiplex with a commercially-available Luminex-based system. Patients were followed until death or HCC diagnosis. We performed Lasso-based survival analysis to determine parameters associated with HCC development. Cytokine mean florescence intensity (MFI) was the primary predictor and HCC development the primary outcome. 25 patients developed HCC with total follow-up of 1,363 person-years. Parameters associated with increased HCC incidence were cirrhosis, hepatic decompensation, and soluble serum intercellular adhesion molecule 1 (sICAM-1) MFI. No other molecules increased predictive power for HCC incidence. On univariate analysis, the parameters associated with HCC incidence in patients with cirrhosis were age, antiviral treatment, and high sICAM-1 MFI; on multivariate analysis, sICAM-1 remained associated with HCC development (adjusted HR = 2.75). On unbiased screening of serum cytokines and other markers in a diverse cohort, baseline sICAM-1 MFI is associated with HCC incidence. Nature Publishing Group UK 2017-09-11 /pmc/articles/PMC5593940/ /pubmed/28894136 http://dx.doi.org/10.1038/s41598-017-10498-5 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 Chen, Vincent L. Le, An K. Podlaha, Ondrej Estevez, Jacqueline Li, Biao Vutien, Philip Chang, Ellen T. Rosenberg-Hasson, Yael Pflanz, Stefan Jiang, Zhaoshi Ge, Dongliang Gaggar, Anuj Nguyen, Mindie H. Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
title | Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
title_full | Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
title_fullStr | Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
title_full_unstemmed | Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
title_short | Soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
title_sort | soluble intercellular adhesion molecule-1 is associated with hepatocellular carcinoma risk: multiplex analysis of serum markers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5593940/ https://www.ncbi.nlm.nih.gov/pubmed/28894136 http://dx.doi.org/10.1038/s41598-017-10498-5 |
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