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Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set
Hepatocellular carcinoma (HCC) is a common type of malignant tumor with an extremely poor prognosis. Because many HCC patients are diagnosed with advanced disease, surgical treatment is typically not possible, and other currently available treatments are often ineffective. Immunotherapy is being exp...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6977696/ https://www.ncbi.nlm.nih.gov/pubmed/31929113 http://dx.doi.org/10.18632/aging.102669 |
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author | He, Yuting Dang, Qin Li, Jie Zhang, Qiyao Yu, Xiao Xue, Miaomiao Guo, Wenzhi |
author_facet | He, Yuting Dang, Qin Li, Jie Zhang, Qiyao Yu, Xiao Xue, Miaomiao Guo, Wenzhi |
author_sort | He, Yuting |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is a common type of malignant tumor with an extremely poor prognosis. Because many HCC patients are diagnosed with advanced disease, surgical treatment is typically not possible, and other currently available treatments are often ineffective. Immunotherapy is being explored as a new treatment method for a variety of cancers, including HCC. However, there have been no systematic reports about the relationship between immune-related genes and HCC patient prognosis. In this study, we established and verified a gene set-based model to examine the relationship between immune-related genes and prognosis in HCC patients. The model was based on a dataset from The Cancer Genome Atlas (TCGA), and its stability and reliability was confirmed in four verification datasets. In addition, we performed multivariate Cox regression analyses to identify the independent risk factors affecting HCC patient prognoses. We found that this new model based on immune-related genes was effective for predicting prognosis, evaluating disease state, and identifying treatment options for HCC patients. |
format | Online Article Text |
id | pubmed-6977696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-69776962020-01-31 Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set He, Yuting Dang, Qin Li, Jie Zhang, Qiyao Yu, Xiao Xue, Miaomiao Guo, Wenzhi Aging (Albany NY) Research Paper Hepatocellular carcinoma (HCC) is a common type of malignant tumor with an extremely poor prognosis. Because many HCC patients are diagnosed with advanced disease, surgical treatment is typically not possible, and other currently available treatments are often ineffective. Immunotherapy is being explored as a new treatment method for a variety of cancers, including HCC. However, there have been no systematic reports about the relationship between immune-related genes and HCC patient prognosis. In this study, we established and verified a gene set-based model to examine the relationship between immune-related genes and prognosis in HCC patients. The model was based on a dataset from The Cancer Genome Atlas (TCGA), and its stability and reliability was confirmed in four verification datasets. In addition, we performed multivariate Cox regression analyses to identify the independent risk factors affecting HCC patient prognoses. We found that this new model based on immune-related genes was effective for predicting prognosis, evaluating disease state, and identifying treatment options for HCC patients. Impact Journals 2020-01-12 /pmc/articles/PMC6977696/ /pubmed/31929113 http://dx.doi.org/10.18632/aging.102669 Text en Copyright © 2020 He et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper He, Yuting Dang, Qin Li, Jie Zhang, Qiyao Yu, Xiao Xue, Miaomiao Guo, Wenzhi Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
title | Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
title_full | Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
title_fullStr | Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
title_full_unstemmed | Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
title_short | Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
title_sort | prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6977696/ https://www.ncbi.nlm.nih.gov/pubmed/31929113 http://dx.doi.org/10.18632/aging.102669 |
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