Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Yuting, Dang, Qin, Li, Jie, Zhang, Qiyao, Yu, Xiao, Xue, Miaomiao, Guo, Wenzhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2020
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
_version_ 1783490567411335168
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
work_keys_str_mv AT heyuting predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset
AT dangqin predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset
AT lijie predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset
AT zhangqiyao predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset
AT yuxiao predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset
AT xuemiaomiao predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset
AT guowenzhi predictionofhepatocellularcarcinomaprognosisbasedonexpressionofanimmunerelatedgeneset