The Pyroptosis-Related Long Noncoding RNA Signature Predicts Prognosis and Indicates Immunotherapeutic Efficiency in Hepatocellular Carcinoma

被引:16
|
作者
Wang, Tao [1 ,2 ]
Yang, Yi [1 ]
Sun, Ting [1 ]
Qiu, Haizhou [1 ]
Wang, Jian [1 ]
Ding, Cheng [3 ]
Lan, Ren [3 ]
He, Qiang [3 ]
Wang, Wentao [1 ]
机构
[1] Sichuan Univ, West China Hosp, Liver Transplantat Ctr, Dept Liver Surg, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Canc Ctr, State Key Lab Biotherapy, Chengdu, Peoples R China
[3] Capital Med Univ, Beijing Chaoyang Hosp Affiliated, Dept Hepatobiliary Surg, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
pyroptosis; long non-coding RNAs; hepatocellular carcinoma; prognosis; immunity; INFILTRATING IMMUNE CELLS; MESSENGER-RNA; LANDSCAPE; CANCER; LNCRNA; CISPLATIN; TARGETS;
D O I
10.3389/fcell.2022.779269
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Pyroptosis was recently demonstrated to be an inflammatory form of gasdermin-regulated programmed cell death characterized by cellular lysis and the release of several proinflammatory factors and participates in tumorigenesis. However, the effects of pyroptosis-related long noncoding RNAs (lncRNAs) on hepatocellular carcinoma (HCC) have not yet been completely elucidated. Based on the regression coefficients of ZFPM2-AS1, KDM4A-AS1, LUCAT1, NRAV, CRYZL2P-SEC16B, AL031985.3, SNHG4, AL049840.5, AC008549.1, MKLN1-AS, AC099850.3, and LINC01224, HCC patients were classified into a low- or high-risk group. The high-risk score according to pyroptosis-related lncRNA signature was significantly associated with poor overall survival even after adjusting for age and clinical stage. Receiver operating characteristic curves and principal component analysis further supported the accuracy of the model. Our study revealed that a higher pyroptosis-related lncRNA risk score was significantly associated with tumor staging, pathological grade, and tumor-node-metastasis stages. The nomogram incorporating the pyroptosis-related lncRNA risk score and clinicopathological factors demonstrated good accuracy. Furthermore, we observed distinct tumor microenvironment cell infiltration characteristics between high- and low-risk tumors. Notably, based on the risk model, we found that the risk score is closely related to the expression of immune checkpoint genes, immune subtypes of tumors, and the sensitivity of HCC to chemotherapy drugs and immunotherapy. In conclusion, our novel risk score of pyroptosis-related lncRNA can serve as a promising prognostic biomarker for HCC patients and provide help for HCC patients to guide precision drug treatment and immunotherapy.
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页数:16
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