A cuproptosis-related lncRNA signature for predicting prognosis and immune response in hepatocellular carcinoma

被引:8
作者
Wu, Jingyi [1 ]
Yao, Jianzuo [2 ]
Jia, Shu [1 ]
Yao, Xiaokun [1 ]
Shao, Jingping [1 ]
Cao, Weijuan [1 ]
Ma, Shuwei [1 ]
Yao, Xiaomin [1 ,3 ]
Li, Hong [2 ]
机构
[1] Zhejiang Pharmaceut Univ, Fac Pharm, Ningbo 315100, Peoples R China
[2] Ningbo Univ, Li Huili Hosp, Dept Hepatobiliary & Pancreat Surg, Ningbo 315040, Peoples R China
[3] Zhejiang Pharmaceut Univ, Fac Pharm, 888 Yinxian Ave East Sect, Ningbo 315000, Peoples R China
关键词
Bioinformatics; cuproptosis; lncRNA; Hepatocellular carcinoma; Immunotherapy; SORAFENIB RESISTANCE; MECHANISMS; BURDEN;
D O I
10.1016/j.heliyon.2023.e19352
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Hepatocellular carcinoma (HCC) has a high incidence and poor prognosis. Cuprop-tosis is a novel type of cell death, which differs from previously reported types of cell death such as apoptosis, autophagy, proptosis, ferroptosis, necroptosis, etc. Long non-coding RNAs (lncRNAs) play multiple roles in HCC. Methods: We downloaded information from The Cancer Genome Atlas (TCGA) database, and obtained cuproptosis-related genes from published studies. The cuproptosis-related lncRNAs were obtained by correlation analysis, and subsequently used to construct a prognostic cuproptosis-related lncRNA signature. Analyses of overall survival (OS), progression-free survival (PFS), receiver operating characteristic (ROC) curve with the area under the curve (AUC) values and the index of concordance (c-index) curve were used to evaluate the signature. The tumor microen-vironment (TME) was analyzed by ESTIMATE algorithm. The immune cell data was downloaded from the Tumor Immune Estimation Resource (TIMER) 2.0 database. Immune-related pathways were analyzed by single-sample gene set enrichment analysis (ssGSEA) algorithm. Immunophe-noscore (IPS) scores from The Cancer Immunome (TCIA) database were used to evaluate immunotherapy response. The "pRRophetic" was employed to screen drugs for high-risk patients. The candidate lncRNA expression levels were detected by Real Time Quantitative PCR. Results: We constructed a cuproptosis-related lncRNA signature containing seven lncRNAs: AC125437.1, PCED1B-AS1, PICSAR, AP001372.2, AC027097.1, LINC00479, and SLC6A1-AS1. This signature had excellent accuracy, and was independent of the stratification of clinicopath-ological features. Further study showed that high-risk tumors under this signature had higher TMB, fewer TME components and higher tumor purity. The tumors with high risk were not enriched in immune cell infiltration or immune process pathways, and high-risk patients had a poor response to immunotherapy. Moreover, 29 drugs such as sorafenib, dasatinib and paclitaxel were screened for high-risk HCC patients to improve their prognosis. The expression levels of the candidate lncRNAs in HCC tissue were significantly increased (except PCED1B-AS1).Conclusions: Our prognostic cuproptosis-related lncRNA signature was accurate and effective for predicting the prognosis of HCC. The immunotherapy was unsuitable for high-risk HCC patients with this signature.
引用
收藏
页数:14
相关论文
共 32 条
  • [1] Abadjian MCZ, 2017, ADV EXP MED BIOL, V1036, P229, DOI [10.1097/PPO.0000000000000118, 10.1007/978-3-319-67577-0_15]
  • [2] LNCcation: lncRNA localization and function
    Bridges, Mary Catherine
    Daulagala, Amanda C.
    Kourtidis, Antonis
    [J]. JOURNAL OF CELL BIOLOGY, 2021, 220 (02)
  • [3] Cuproptosis: Cellular and molecular mechanisms underlying copper-induced cell death
    Cobine, Paul A.
    Brady, Donita C.
    [J]. MOLECULAR CELL, 2022, 82 (10) : 1786 - 1787
  • [4] The Dysregulation of Inflammatory Pathways Triggered by Copper Exposure
    Deng, Huidan
    Zhu, Song
    Yang, Huiru
    Cui, Hengmin
    Guo, Hongrui
    Deng, Junliang
    Ren, Zhihua
    Geng, Yi
    Ouyang, Ping
    Xu, Zhiwen
    Deng, Youtian
    Zhu, Yanqiu
    [J]. BIOLOGICAL TRACE ELEMENT RESEARCH, 2023, 201 (02) : 539 - 548
  • [5] Nrf2 signaling pathway in trace metal carcinogenesis: A cross-talk between oxidative stress and angiogenesis
    Emami, Mohammad Hassan
    Sereshki, Nasrin
    Malakoutikhah, Zahra
    Dehkordi, Sayed Ali Ehsan
    Fahim, Alireza
    Mohammadzadeh, Samane
    Maghool, Fatemeh
    [J]. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY C-TOXICOLOGY & PHARMACOLOGY, 2022, 254
  • [6] Dual targeting of PD-L1 and PD-L2 by PCED1B-AS1 via sponging hsa-miR-194-5p induces immunosuppression in hepatocellular carcinoma
    Fan, Fei
    Chen, Keji
    Lu, Xiaoliang
    Li, Aijun
    Liu, Caifeng
    Wu, Bin
    [J]. HEPATOLOGY INTERNATIONAL, 2021, 15 (02) : 444 - 458
  • [7] Fischer TD, 2014, WORLD J HEPATOL, V6, P752, DOI 10.4254/wjh.v6.i10.752
  • [8] Identification and characterization of a 25-lncRNA prognostic signature for early recurrence in hepatocellular carcinoma
    Fu, Yi
    Wei, Xindong
    Han, Qiuqin
    Le, Jiamei
    Ma, Yujie
    Lin, Xinjie
    Xu, Yuhui
    Liu, Ning
    Wang, Xuan
    Kong, Xiaoni
    Gu, Jinyang
    Tong, Ying
    Wu, Hailong
    [J]. BMC CANCER, 2021, 21 (01)
  • [9] Tumor Mutational Burden as an Independent Predictor of Response to Immunotherapy in Diverse Cancers
    Goodman, Aaron M.
    Kato, Shumei
    Bazhenova, Lyudmila
    Patel, Sandip P.
    Frampton, Garrett M.
    Miller, Vincent
    Stephens, Philip J.
    Daniels, Gregory A.
    Kurzrock, Razelle
    [J]. MOLECULAR CANCER THERAPEUTICS, 2017, 16 (11) : 2598 - 2608
  • [10] LncRNA as a multifunctional regulator in cancer multi-drug resistance
    He, Jiaying
    Zhu, Shaomi
    Liang, Xin
    Zhang, Qinxiu
    Luo, Xiaohong
    Liu, Chi
    Song, Linjiang
    [J]. MOLECULAR BIOLOGY REPORTS, 2021, 48 (08) : 6151 - 6165