Open Access
Identification of a prognostic and therapeutic immune signature associated with hepatocellular carcinoma
Yanan Peng
1, 2
,
Chang Liu
3
,
Mengting Li
1, 2
,
Wenjie Li
1, 2
,
Mengna Zhang
1, 2
,
Xiang Jiang
1, 2
,
Ying Chang
1, 2
,
Lan Liu
1, 2
,
Fan Wang
1, 2
,
Qiu Zhao
1, 2
2
Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
|
Publication type: Journal Article
Publication date: 2021-02-10
scimago Q1
wos Q1
SJR: 1.500
CiteScore: 10.9
Impact factor: 6.0
ISSN: 14752867
PubMed ID:
33568167
Cancer Research
Oncology
Genetics
Abstract
Hepatocellular carcinoma (HCC) is one of the most prevalent and inflammation-associated cancers. The tumor microenvironment (TME) plays an essential role in HCC development and metastasis, leading to poor prognosis. The overall TME immune cells infiltration characterizations mediated by immune-related genes (IRGs) remain unclear. In this study, we aimed to investigate whether immune-related genes could be indicators for the prognosis of HCC patients and TME cell infiltration characterization as well as responses to immunotherapy. We obtained differentially expressed immune-related genes (DE IRGs) between normal liver tissues and liver cancer tissues from The Cancer Genome Atlas (TCGA) database. To identify the prognostic genes and establish an immune risk signature, we performed univariable Cox regression survival analysis and the Least Absolute Shrinkage and Selector Operation (LASSO) regression based on the DE IRGs by robust rank aggregation method. Cox regression analysis was used to identify independent prognostic factors in HCC. We estimated the immune cell infiltration in TME via CIBERSORT and immunotherapy response through TIDE algorithm. We constructed an immune signature and validated its predictive capability. The immune signature included 7 differentially expressed IRGs: BIRC5, CACYBP, NR0B1, RAET1E, S100A8, SPINK5, and SPP1. The univariate and multivariate cox analysis showed that the 7-IRGs signature was a robust independent prognostic factor in the overall survival of HCC patients. The 7-IRG signature was associated with some clinical features, including gender, vascular invasion, histological grade, clinical stage, T stage. We also found that the 7-IRG signature could reflect the infiltration characterization of different immunocytes in the tumor microenvironment (TME) and had a good correlation with immune checkpoint molecules, revealing that the poor prognosis might be partly due to immunosuppressive TME. The Tumour Immune Dysfunction and Exclusion (TIDE) analysis data showed that the 7-IRG signature had great potential for indicating the immunotherapy response in HCC patients. The mutation analysis demonstrated a significant difference in the tumor mutation burden (TMB) between the high- and low-risk groups, partially explaining this signature's predictive value. In a word, we constructed and validated a novel, immune-related prognostic signature for HCC patients. This signature could effectively indicate HCC patients' survival and immunotherapy response. And it might act as potential immunotherapeutic targets for HCC patients.
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Metrics
58
Total citations:
58
Citations from 2024:
16
(27.59%)
Cite this
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RIS |
BibTex
Cite this
GOST
Copy
Peng Y. et al. Identification of a prognostic and therapeutic immune signature associated with hepatocellular carcinoma // Cancer Cell International. 2021. Vol. 21. No. 1. 98
GOST all authors (up to 50)
Copy
Peng Y., Liu C., Li M., Li W., Zhang M., Jiang X., Chang Y., Liu L., Wang F., Zhao Q. Identification of a prognostic and therapeutic immune signature associated with hepatocellular carcinoma // Cancer Cell International. 2021. Vol. 21. No. 1. 98
Cite this
RIS
Copy
TY - JOUR
DO - 10.1186/s12935-021-01792-4
UR - https://doi.org/10.1186/s12935-021-01792-4
TI - Identification of a prognostic and therapeutic immune signature associated with hepatocellular carcinoma
T2 - Cancer Cell International
AU - Peng, Yanan
AU - Liu, Chang
AU - Li, Mengting
AU - Li, Wenjie
AU - Zhang, Mengna
AU - Jiang, Xiang
AU - Chang, Ying
AU - Liu, Lan
AU - Wang, Fan
AU - Zhao, Qiu
PY - 2021
DA - 2021/02/10
PB - Springer Nature
IS - 1
VL - 21
PMID - 33568167
SN - 1475-2867
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2021_Peng,
author = {Yanan Peng and Chang Liu and Mengting Li and Wenjie Li and Mengna Zhang and Xiang Jiang and Ying Chang and Lan Liu and Fan Wang and Qiu Zhao},
title = {Identification of a prognostic and therapeutic immune signature associated with hepatocellular carcinoma},
journal = {Cancer Cell International},
year = {2021},
volume = {21},
publisher = {Springer Nature},
month = {feb},
url = {https://doi.org/10.1186/s12935-021-01792-4},
number = {1},
pages = {98},
doi = {10.1186/s12935-021-01792-4}
}