Development and validation of ferroptosis-related lncRNAs signature for hepatocellular carcinoma

被引:28
作者
Liang, Jiaying [1 ,2 ]
Zhi, Yaofeng [1 ,2 ]
Deng, Wenhui [3 ]
Zhou, Weige [1 ]
Li, Xuejun [1 ]
Cai, Zheyou [1 ]
Zhu, Zhijian [1 ]
Zeng, Jinxiang [1 ]
Wu, Wanlan [1 ]
Dong, Ying [1 ]
Huang, Jin [4 ]
Zhang, Yuzhuo [1 ,2 ]
Xu, Shichao [1 ,2 ]
Feng, Yixin [1 ,2 ]
Ding, Fuping [5 ]
Zhang, Jin [1 ,2 ]
机构
[1] Guangzhou Univ Chinese Med, Sch Basic Med Sci, Guangzhou, Peoples R China
[2] Guangzhou Univ Chinese Med, Res Ctr Integrat Med, Sch Basic Med Sci, Guangzhou, Peoples R China
[3] Guangzhou Univ Chinese Med, Affiliated Hosp 4, Shenzhen, Peoples R China
[4] Guangzhou Univ Chinese Med, Clin Guangzhou Univ Chinese Med, Guangzhou, Peoples R China
[5] Guangzhou Univ Chinese Med, Sch Nursing, Guangzhou, Peoples R China
关键词
Hepatocellular carcinoma; Ferroptosis; Immunotherapy; lncRNA; Gene signature; LONG NONCODING RNAS; DRUG-RESISTANCE; EMERGING ROLE; CANCER; PROGRESSION; SORAFENIB;
D O I
10.7717/peerj.11627
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) with high heterogeneity is one of the most frequent malignant tumors throughout the world. However, there is no research to establish a ferroptosis-related lncRNAs (FRlncRNAs) signature for the patients with HCC. Therefore, this study was designed to establish a novel FRlncRNAs signature to predict the survival of patients with HCC. Method. The expression profiles of lncRNAs were acquired from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) database. FRlncRNAs coexpressed with ferroptosis-related genes were utilized to establish a signature. Cox regression was used to construct a novel three FRlncRNAs signature in the TCGA cohort, which was verified in the GEO validation cohort. Results. Three differently expressed FRlncRNAs significantly associated with prognosis of HCC were identified, which composed a novel FRlncRNAs signature. According to the FRlncRNAs signature, the patients with HCC could be divided into low- and high-risk groups. Patients with HCC in the high-risk group displayed shorter overall survival (OS) contrasted with those in the low-risk group (P < 0.001 in TCGA cohort and P = 0.045 in GEO cohort). This signature could serve as a significantly independent predictor in Cox regression (multivariate HR > 1, P < 0.001), which was verified to a certain extent in the GEO cohort (univariate HR > 1, P < 0.05). Meanwhile, it was also a useful tool in predicting survival among each stratum of gender, age, grade, stage, and etiology,etc. This signature was connected with immune cell infiltration (i.e., Macrophage, Myeloid dendritic cell, and Neutrophil cell, etc.) and immune checkpoint blockade targets (PD-1, CTLA-4, and TIM-3). Conclusion. The three FRlncRNAs might be potential therapeutic targets for patients, and their signature could be utilized for prognostic prediction in HCC.
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页数:25
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共 68 条
[1]   Up-regulation of long noncoding RNA LINC00858 is associated with poor prognosis in gastric cancer [J].
Ai, Wen ;
Li, Feng ;
Yu, Hai-Hua ;
Liang, Zhi-Hua ;
Zhao, Hong-Peng .
JOURNAL OF GENE MEDICINE, 2020, 22 (07)
[2]   Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma [J].
Ally, Adrian ;
Balasundaram, Miruna ;
Carlsen, Rebecca ;
Chuah, Eric ;
Clarke, Amanda ;
Dhalla, Noreen ;
Holt, Robert A. ;
Jones, Steven J. M. ;
Lee, Darlene ;
Ma, Yussanne ;
Marra, Marco A. ;
Mayo, Michael ;
Moore, Richard A. ;
Mungall, Andrew J. ;
Schein, Jacqueline E. ;
Sipahimalani, Payal ;
Tam, Angela ;
Thiessen, Nina ;
Cheung, Dorothy ;
Wong, Tina ;
Brooks, Denise ;
Robertson, A. Gordon ;
Bowlby, Reanne ;
Mungall, Karen ;
Sadeghi, Sara ;
Xi, Liu ;
Covington, Kyle ;
Shinbrot, Eve ;
Wheeler, David A. ;
Gibbs, Richard A. ;
Donehower, Lawrence A. ;
Wang, Linghua ;
Bowen, Jay ;
Gastier-Foster, Julie M. ;
Gerken, Mark ;
Helsel, Carmen ;
Leraas, Kristen M. ;
Lichtenberg, Tara M. ;
Ramirez, Nilsa C. ;
Wise, Lisa ;
Zmuda, Erik ;
Gabriel, Stacey B. ;
Meyerson, Matthew ;
Cibulskis, Carrie ;
Murray, Bradley A. ;
Shih, Juliann ;
Beroukhim, Rameen ;
Cherniack, Andrew D. ;
Schumacher, Steven E. ;
Saksena, Gordon .
CELL, 2017, 169 (07) :1327-+
[3]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[4]   Cytokines and Long Noncoding RNAs [J].
Carpenter, Susan ;
Fitzgerald, Katherine A. .
COLD SPRING HARBOR PERSPECTIVES IN BIOLOGY, 2018, 10 (06)
[5]   The Noncoding RNA Revolution-Trashing Old Rules to Forge New Ones [J].
Cech, Thomas R. ;
Steitz, Joan A. .
CELL, 2014, 157 (01) :77-94
[6]   Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade [J].
Charoentong, Pornpimol ;
Finotello, Francesca ;
Angelova, Mihaela ;
Mayer, Clemens ;
Efremova, Mirjana ;
Rieder, Dietmar ;
Hackl, Hubert ;
Trajanoski, Zlatko .
CELL REPORTS, 2017, 18 (01) :248-262
[7]   LncRNA PART1 promotes cell proliferation and progression in non-small-cell lung cancer cells via sponging miR-17-5p [J].
Chen, Yeye ;
Zhou, Xiaoyun ;
Huang, Cheng ;
Li, Li ;
Qin, Yingzhi ;
Tian, Zhenhuan ;
He, Jia ;
Liu, Hongsheng .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2021, 122 (3-4) :315-325
[8]   Mechanistic Rationales Guiding Combination Hepatocellular Carcinoma Therapies Involving Immune Checkpoint Inhibitors [J].
Cheu, Jacinth Wing-Sum ;
Wong, Carmen Chak-Lui .
HEPATOLOGY, 2021, 74 (04) :2264-2276
[9]   Long noncoding RNAs as regulators of cancer immunity [J].
Denaro, Nerina ;
Merlano, Marco Carlo ;
Lo Nigro, Cristiana .
MOLECULAR ONCOLOGY, 2019, 13 (01) :61-73
[10]  
DiStefano Johanna K, 2017, Noncoding RNA Res, V2, P129, DOI 10.1016/j.ncrna.2017.11.001