Prediction of hepatocellular carcinoma prognosis based on expression of an immune-related gene set

被引:27
作者
He, Yuting [1 ,2 ]
Dang, Qin [1 ,2 ]
Li, Jie [1 ,2 ]
Zhang, Qiyao [1 ,2 ]
Yu, Xiao [1 ,2 ]
Xue, Miaomiao [3 ]
Guo, Wenzhi [1 ,2 ]
机构
[1] Zhengzhou Univ, Affiliated Hosp 1, Dept Hepatobiliary & Pancreat Surg, Zhengzhou 450052, Henan, Peoples R China
[2] Zhengzhou Univ, Affiliated Hosp 1, Key Lab Hepatobiliary & Pancreat Surg & Digest Or, Zhengzhou 450052, Henan, Peoples R China
[3] Zhengzhou Univ, Affiliated Hosp 1, Dept Gen Dent, Zhengzhou 450052, Henan, Peoples R China
来源
AGING-US | 2020年 / 12卷 / 01期
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; immune; gene expression; prognostic indicator; TUMOR PROGRESSION; FREE SURVIVAL; CELLS; IMMUNOTHERAPY; LANDSCAPE; FUTURE; MICROENVIRONMENT; DIAGNOSIS;
D O I
10.18632/aging.102669
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
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.
引用
收藏
页码:965 / 977
页数:13
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