A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma

被引:21
|
作者
Chen, Shujia [1 ]
Liu, Peiyan [1 ]
Zhao, Lili [2 ]
Han, Ping [2 ]
Liu, Jie [2 ]
Yang, Hang [1 ]
Li, Jia [2 ]
机构
[1] Tianjin Med Univ, Peoples Hosp 2, Clin Sch, Tianjin, Peoples R China
[2] Tianjin Second Peoples Hosp, Dept Hepatol, Tianjin, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2022年 / 13卷
关键词
lncRNAs; immune; drug therapy; hepatocellular carcinoma; cuproptosis; LONG NONCODING RNAS; TRACE-ELEMENTS; SERUM-LEVELS; CELL-PROLIFERATION; CANCER; COPPER; DIAGNOSIS; METALS; HEAVY; RISK;
D O I
10.3389/fimmu.2022.954653
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Intratumoral copper levels are closely associated with immune escape from diverse cancers. Cuproptosis-related lncRNAs (CRLs), however, have an unclear relationship with hepatocellular carcinoma (HCC). Gene expression data from 51 normal tissues and 373 liver cancer tissues from the Cancer Genome Atlas (TCGA) database were collected and analyzed. To identify CRLs, we employed differentially expressed protein-coding genes (DE-PCGs)/lncRNAs (DE-lncRNAs) analysis, Kaplan-Meier (K-M) analysis, and univariate regression. By univariate and Lasso Cox regression analyses, we screened 10 prognosis-related lncRNAs. Subsequently, five CRLs were identified by multivariable Cox regression analysis to construct the prognosis model. This feature is an independent prognostic indicator to forecast overall survival. According to Gene Set Variation Analysis (GSVA) and Gene Ontology (GO), both immune-related biological processes (BPS) and pathways have CRL participation. In addition, we found that the characteristics of CRLs were associated with the expression of the tumor microenvironment (TME) and crucial immune checkpoints. CRLs could predict the clinical response to immunotherapy based on the studies of tumor immune dysfunction and rejection (TIDE) analysis. Additionally, it was verified that tumor mutational burden survival and prognosis were greatly different between high-risk and low-risk groups. Finally, we screened potential sensitive drugs for HCC. In conclusion, this study provides insight into the TME status in patients with HCC and lays a basis for immunotherapy and the selection of sensitive drugs.
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页数:13
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