Inflammatory Response-Related Long Non-Coding RNA Signature Predicts the Prognosis of Hepatocellular Carcinoma

被引:6
作者
Li, Xinyu [1 ]
Zhang, Shuqiao [2 ]
Zhang, Shijun [3 ]
Kuang, Weihong [4 ]
Tang, Chunzhi [1 ]
机构
[1] Guangzhou Univ Chinese Med, Med Coll Acupuncture Moxibust & Rehabil, Guangzhou, Guangdong, Peoples R China
[2] Guangzhou Univ Chinese Med, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Tradit Chinese Med, Guangzhou, Guangdong, Peoples R China
[4] Guangdong Med Univ, Sch Pharm, Guangdong Key Lab Res & Dev Nat Drugs, Dongguan, Guangdong, Peoples R China
关键词
TNF-ALPHA; CANCER; EXPRESSION;
D O I
10.1155/2022/9917244
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. Hepatocellular carcinoma (HCC) is a high mortality malignant tumor with genetic and phenotypic heterogeneity, making predicting prognosis challenging. Meanwhile, the inflammatory response is an indispensable player in the tumorigenesis process and regulates the tumor microenvironment, which can affect the prognosis of tumor patients. Methods. Using HCC samples in the TCGA-LIHC dataset, we explored lncRNA expression profiles associated with the inflammatory response. The inflammatory response-related lncRNA signature was constructed by univariate Cox regression, LASSO regression, and multivariate Cox regression methods based on inflammatory response-related differentially expressed lncRNAs in HCC. Results. Seven inflammatory response-related lncRNA signatures were identified in predicting HCC prognosis. Kaplan-Meier (K-M) survival analysis indicated that high-risk group HCC patients were associated with poor prognosis. The utility of the inflammatory response-related lncRNA signatures was proved by the AUC and DCA analysis. The nomogram further confirmed the accuracy of the novel signature in predicting HCC patients' prognoses. In validation, our novel signature is more accurate than traditional clinicopathological performance for prognosis prediction of HCC patients. GSEA analysis further elucidated the underlying mechanisms and pathways of HCC progression in the low- and high-risk groups. Moreover, immune cells infiltration responses and immune function analyses revealed a significant difference between high- and low-risk groups in cytolytic activity, MHC class I, type I INF response, type II INF response, inflammation-promoting, and T cell coinhibition. Finally, HHLA2, NRP1, CD276, TNFRSF9, TNFSF4, CD80, and VTCN1 were expressed higher in high-risk groups in the immune checkpoint analysis. Conclusions. A novel inflammatory response-related lncRNA signature (AC145207.5, POLHAS1, AL928654.1, MKLN1AS, AL031985.3, PRRT3AS1, and AC023157.2) is capable of predicting the prognosis of HCC patients and providing new immune targeted therapies insight.
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页数:13
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共 42 条
[1]   xCell: digitally portraying the tissue cellular heterogeneity landscape [J].
Aran, Dvir ;
Hu, Zicheng ;
Butte, Atul J. .
GENOME BIOLOGY, 2017, 18
[2]   Immunobiology of Long Noncoding RNAs [J].
Atianand, Maninjay K. ;
Caffrey, Daniel R. ;
Fitzgerald, Katherine A. .
ANNUAL REVIEW OF IMMUNOLOGY, VOL 35, 2017, 35 :177-198
[3]   TNF-α in promotion and progression of cancer [J].
Balkwill, Frances .
CANCER AND METASTASIS REVIEWS, 2006, 25 (03) :409-416
[4]   The c-Myc oncogene directly induces the H19 noncoding RNA by allele-specific binding to potentiate tumorigenesis [J].
Barsyte-Lovejoy, Dalia ;
Lau, Suzanne K. ;
Boutros, Paul C. ;
Khosravi, Fereshteh ;
Jurisica, Igor ;
Andrulis, Irene L. ;
Tsao, Ming S. ;
Penn, Linda Z. .
CANCER RESEARCH, 2006, 66 (10) :5330-5337
[5]   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
[6]   Inflammation and cancer [J].
Coussens, LM ;
Werb, Z .
NATURE, 2002, 420 (6917) :860-867
[7]   The LPS-inducible lncRNA Mirt2 is a negative regulator of inflammation [J].
Du, Meng ;
Yuan, Lin ;
Tan, Xin ;
Huang, Dandan ;
Wang, Xiaojing ;
Zheng, Zhe ;
Mao, Xiaoxiang ;
Li, Xiangrao ;
Yang, Liu ;
Huang, Kun ;
Zhang, Fengxiao ;
Wang, Yan ;
Luo, Xi ;
Huang, Dan ;
Huang, Kai .
NATURE COMMUNICATIONS, 2017, 8
[8]   Emerging role of long noncoding RNAs as regulators of innate immune cell development and inflammatory gene expression [J].
Elling, Roland ;
Chan, Jennie ;
Fitzgerald, Katherine A. .
EUROPEAN JOURNAL OF IMMUNOLOGY, 2016, 46 (03) :504-512
[9]   Long non-coding RNA PRRT3-AS1 silencing inhibits prostate cancer cell proliferation and promotes apoptosis and autophagy [J].
Fan Li ;
Li Hai ;
Wang Weihua .
EXPERIMENTAL PHYSIOLOGY, 2020, 105 (05) :793-808
[10]   H19 lncRNA alters stromal cell growth via IGF signaling in the endometrium of women with endometriosis [J].
Ghazal, Sanaz ;
McKinnon, Brett ;
Zhou, Jichun ;
Mueller, Martin ;
Men, Yi ;
Yang, Lihua ;
Mueller, Michael ;
Flannery, Clare ;
Huang, Yingqun ;
Taylor, Hugh S. .
EMBO MOLECULAR MEDICINE, 2015, 7 (08) :996-1003