Creation of a Prognostic Model Using Cuproptosis-Associated Long Noncoding RNAs in Hepatocellular Carcinoma

被引:2
作者
Yang, Lihong [1 ,2 ]
Jia, Xiao [1 ,2 ]
Fu, Yueyue [1 ,2 ]
Tian, Jiao [1 ,2 ]
Liu, Yijin [1 ,2 ]
Lin, Jianping [1 ,2 ]
机构
[1] Nankai Univ, Coll Pharm, State Key Lab Med Chem Biol, Tianjin 300000, Peoples R China
[2] Nankai Univ, Tianjin Key Lab Mol Drug Res, Tianjin 300000, Peoples R China
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; cuproptosis; LncRNA; risk model; PCAT6; SERUM-LEVELS; CANCER; LIVER;
D O I
10.3390/ijms24129987
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cuproptosis is an unusual form of cell death caused by copper accumulation in mitochondria. Cuproptosis is associated with hepatocellular carcinoma (HCC). Long noncoding RNAs (LncRNAs) have been shown to be effective prognostic biomarkers, yet the link between lncRNAs and cuproptosis remains unclear. We aimed to build a prognostic model of lncRNA risk and explore potential biomarkers of cuproptosis in HCC. Pearson correlations were used to derive lncRNAs co-expressed in cuproptosis. The model was constructed using Cox, Lasso, and multivariate Cox regressions. Kaplan-Meier survival analysis, principal components analysis, receiver operating characteristic curve, and nomogram analyses were carried out for validation. Seven lncRNAs were identified as prognostic factors. A risk model was an independent prognostic predictor. Among these seven lncRNAs, prostate cancer associated transcript 6 (PCAT6) is highly expressed in different types of cancer, activating Wnt, PI3K/Akt/mTOR, and other pathways; therefore, we performed further functional validation of PCAT6 in HCC. Reverse transcription-polymerase chain reaction results showed that PCAT6 was aberrantly highly expressed in HCC cell lines (HepG2 and Hep3B) compared to LO2 (normal hepatocytes). When its expression was knocked down, cells proliferated and migrated less. PCAT6 might be a potential biomarker for predicting prognosis in HCC.
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页数:21
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共 62 条
  • [11] Discovering the anticancer potential of non-oncology drugs by systematic viability profiling
    Corsello, Steven M.
    Nagari, Rohith T.
    Spangler, Ryan D.
    Rossen, Jordan
    Kocak, Mustafa
    Bryan, Jordan G.
    Humeidi, Ranad
    Peck, David
    Wu, Xiaoyun
    Tang, Andrew A.
    Wang, Vickie M.
    Bender, Samantha A.
    Lemire, Evan
    Narayan, Rajiv
    Montgomery, Philip
    Ben-David, Uri
    Garvie, Colin W.
    Chen, Yejia
    Rees, Matthew G.
    Lyons, Nicholas J.
    McFarland, James M.
    Wong, Bang T.
    Wang, Li
    Dumont, Nancy
    O'Hearn, Patrick J.
    Stefan, Eric
    Doench, John G.
    Harrington, Caitlin N.
    Greulich, Heidi
    Meyerson, Matthew
    Vazquez, Francisca
    Subramanian, Aravind
    Roth, Jennifer A.
    Bittker, Joshua A.
    Boehm, Jesse S.
    Mader, Christopher C.
    Tsherniak, Aviad
    Golub, Todd R.
    [J]. NATURE CANCER, 2020, 1 (02) : 235 - +
  • [12] Identification of a Five-Autophagy-Related-lncRNA Signature as a Novel Prognostic Biomarker for Hepatocellular Carcinoma
    Deng, Xiaoyu
    Bi, Qinghua
    Chen, Shihan
    Chen, Xianhua
    Li, Shuhui
    Zhong, Zhaoyang
    Guo, Wei
    Li, Xiaohui
    Deng, Youcai
    Yang, Yao
    [J]. FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 7
  • [13] DNMIVD: DNA methylation interactive visualization database
    Ding, Wubin
    Chen, Jiwei
    Feng, Guoshuang
    Chen, Geng
    Wu, Jun
    Guo, Yongli
    Ni, Xin
    Shi, Tieliu
    [J]. NUCLEIC ACIDS RESEARCH, 2020, 48 (D1) : D856 - D862
  • [14] Inhibiting NLRP3 inflammasome activation prevents copper-induced neuropathology in a murine model of Wilson's disease
    Dong, Jianjian
    Wang, Xun
    Xu, Chenchen
    Gao, Manli
    Wang, Shijing
    Zhang, Jin
    Tong, Haiyang
    Wang, Lulu
    Han, Yongzhu
    Cheng, Nan
    Han, Yongsheng
    [J]. CELL DEATH & DISEASE, 2021, 12 (01)
  • [15] Molecular and pharmacological modulators of the tumor immune contexture revealed by deconvolution of RNA-seq data
    Finotello, Francesca
    Mayer, Clemens
    Plattner, Christina
    Laschober, Gerhard
    Rieder, Dietmar
    Hackl, Hubert
    Krogsdam, Anne
    Loncova, Zuzana
    Posch, Wilfried
    Wilflingseder, Doris
    Sopper, Sieghart
    Ijsselsteijn, Marieke
    Brouwer, Thomas P.
    Johnson, Douglas
    Xu, Yaomin
    Wang, Yu
    Sanders, Melinda E.
    Estrada, Monica V.
    Ericsson-Gonzalez, Paula
    Charoentong, Pornpimol
    Balko, Justin
    de Miranda, Noel Filipe da Cunha Carvahlo
    Trajanoski, Zlatko
    [J]. GENOME MEDICINE, 2019, 11 (1)
  • [16] Connecting copper and cancer: from transition metal signalling to metalloplasia
    Ge, Eva J.
    Bush, Ashley I.
    Casini, Angela
    Cobine, Paul A.
    Cross, Justin R.
    DeNicola, Gina M.
    Dou, Q. Ping
    Franz, Katherine J.
    Gohil, Vishal M.
    Gupta, Sanjeev
    Kaler, Stephen G.
    Lutsenko, Svetlana
    Mittal, Vivek
    Petris, Michael J.
    Polishchuk, Roman
    Ralle, Martina
    Schilsky, Michael L.
    Tonks, Nicholas K.
    Vahdat, Linda T.
    Van Aelst, Linda
    Xi, Dan
    Yuan, Peng
    Brady, Donita C.
    Chang, Christopher J.
    [J]. NATURE REVIEWS CANCER, 2022, 22 (02) : 102 - 113
  • [17] A review on the role of PCAT6 lncRNA in tumorigenesis
    Ghafouri-Fard, Soudeh
    Khoshbakht, Tayyebeh
    Taheri, Mohammad
    Ebrahimzadeh, Kaveh
    [J]. BIOMEDICINE & PHARMACOTHERAPY, 2021, 142
  • [18] Role of LncRNAs in regulating cancer amino acid metabolism
    Guo, Yuhong
    Lv, Bin
    Liu, Renfeng
    Dai, Zhengzai
    Zhang, Feifei
    Liang, Yiping
    Yu, Bo
    Zeng, Duo
    Lv, Xiao-Bin
    Zhang, Zhiping
    [J]. CANCER CELL INTERNATIONAL, 2021, 21 (01)
  • [19] The role of long noncoding RNAs in hepatocellular carcinoma
    Huang, Zhao
    Zhou, Jian-Kang
    Peng, Yong
    He, Weifeng
    Huang, Canhua
    [J]. MOLECULAR CANCER, 2020, 19 (01)
  • [20] PCAT6 May Be a Whistler and Checkpoint Target for Precision Therapy in Human Cancers
    Jiang, Feng
    Lv, Qiaoyi
    Hu, Cexun
    Li, Zhanghui
    Wu, Haojie
    Gao, Shujun
    Wang, Hui
    Zhao, Yangjing
    Shao, Qixiang
    [J]. CANCERS, 2021, 13 (23)