Analysis of m6A-Related lncRNAs for Prognosis Value and Response to Immune Checkpoint Inhibitors Therapy in Hepatocellular Carcinoma

被引:17
作者
Wang, Yi [1 ]
Li, Na [1 ]
Tian, Di [1 ]
Zhou, Chang-Wu [1 ]
Wang, You-Hua [2 ]
Yang, Chun [1 ]
Zeng, Meng-Su [1 ]
机构
[1] Fudan Univ, Shanghai Inst Med Imaging, Zhongshan Hosp, Dept Radiol, Shanghai 200032, Peoples R China
[2] Nantong Univ, Dept Orthopaed, Affiliated Hosp, Nantong 226001, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
N6-methyladenosine; long non-coding RNAs; prognosis; immune checkpoints inhibitors therapy; hepatocellular carcinoma; M(6)A MODIFICATION; NONCODING RNA; CANCER; BCL-2;
D O I
10.2147/CMAR.S322179
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: N6-methyladenosine (m6A) modification and long non-coding RNAs (lncRNAs) play pivotal roles in the progression of hepatocellular carcinoma (HCC). However, how their interaction is involved in the prognostic value of HCC and immune checkpoint inhibitors (ICIs) therapy remains unclear. Methods: The RNA sequencing and clinical data of HCC patients were collected from TCGA database. The prognostic m6A-related lncRNAs were screened out with Pearson correlation test, univariate Cox analysis and least absolute shrinkage and selection operator (LASSO) Cox regression. Patients with HCC were classified into 2 subtypes by consensus clustering. Survival analyses were performed to assess the prognostic value of different clusters and risk models. Potential tumor correlated biological pathways correlated with different clusters were explored through gene set enrichment analysis. We also identified the relationship of the risk model and clusters with response to immune checkpoint inhibitors (ICIs) therapy and tumor microenvironment (TME). Furthermore, the prognostic value of the 9 m6A-related lncRNAs was validated in the external cohort. Finally, the role of SNHG4 was explored by silencing and overexpression of SNHG4 through conducting proliferation, migration and invasion experiments. Results: Patients from 2 clusters and different risk groups based on m6A-related lncRNAs had significantly different clinicopathological characteristics and overall survival outcomes. Tumor-correlated biological pathways were found to be correlated with Cluster 2 through GSEA. Moreover, we found that patients from different clusters and risk groups expressed higher levels of immune checkpoint genes and had distinct TME and different responses for ICIs therapy. Prognostic value of this risk model was further confirmed in the external cohort. Finally, consistent with the discovery, SNHG4 played an oncogenic role in vitro. Conclusion: Our study demonstrated that the 9 m6A-related lncRNA signature may serve as a novel predictor in the prognosis of HCC and optimize (ICIs) therapy. SNHG4 plays an oncogenic role in HCC.
引用
收藏
页码:6451 / 6471
页数:21
相关论文
共 50 条
[41]   The Landscape of Immune Cells Indicates Prognosis and Applicability of Checkpoint Therapy in Hepatocellular Carcinoma [J].
Huang, Jiacheng ;
Zhang, Lele ;
Chen, Jianxiang ;
Wan, Dalong ;
Zhou, Lin ;
Zheng, Shusen ;
Qiao, Yiting .
FRONTIERS IN ONCOLOGY, 2021, 11
[42]   Combination Therapy of Immune Checkpoint Inhibitors with Locoregional Therapy for Hepatocellular Carcinoma [J].
Tamai, Yasuyuki ;
Fujiwara, Naoto ;
Tanaka, Takamitsu ;
Mizuno, Shugo ;
Nakagawa, Hayato .
CANCERS, 2023, 15 (20)
[43]   Challenges of combination therapy with immune checkpoint inhibitors for hepatocellular carcinoma [J].
Cheng, Ann-Lii ;
Hsu, Chiun ;
Chan, Stephen L. ;
Choo, Su-Pin ;
Kudo, Masatoshi .
JOURNAL OF HEPATOLOGY, 2020, 72 (02) :307-319
[44]   Identification and validation of a seven m6A-related lncRNAs signature predicting prognosis of ovarian cancer [J].
Song, Yang ;
Qu, Hui .
BMC CANCER, 2022, 22 (01)
[45]   Prognostic analysis of m6A-related lncRNAs as potential biomarkers in intrahepatic cholangiocarcinom [J].
Shi, Guodong ;
Wang, Junjie ;
Wang, Weiqi ;
Chen, Min ;
Liu, Xiaoxuan ;
Zheng, Yufan ;
Fu, Yi ;
Wang, Minghua ;
Zhang, Xiaojie .
FRONTIERS IN GENETICS, 2022, 13
[46]   Identification and validation of a seven m6A-related lncRNAs signature predicting prognosis of ovarian cancer [J].
Yang Song ;
Hui Qu .
BMC Cancer, 22
[47]   Constructing an immune-related prognostic signature for predicting prognosis and immune response in hepatocellular carcinoma [J].
Cao, Lichao ;
Huang, Deliang ;
Zhang, Shenrui ;
Li, Zhiwei ;
Cai, Qingxian ;
Chen, Fang ;
Zhu, Meilan ;
Ba, Ying ;
Chen, Jun ;
Zhang, Hezi .
HELIYON, 2024, 10 (13)
[48]   Immune-Checkpoint Inhibitors for Advanced Hepatocellular Carcinoma: A Synopsis of Response Rates [J].
Shek, Dmitrii ;
Read, Scott A. ;
Nagrial, Adnan ;
Carlino, Matteo S. ;
Gao, Bo ;
George, Jacob ;
Ahlenstiel, Golo .
ONCOLOGIST, 2021, 26 (07) :E1216-E1225
[49]   Identification of m6A-Related lncRNAs Associated With Prognoses and Immune Responses in Acute Myeloid Leukemia [J].
Li, Ding ;
Liang, Jiaming ;
Cheng, Cheng ;
Guo, Wenbin ;
Li, Shuolei ;
Song, Wenping ;
Song, Zhenguo ;
Bai, Yongtao ;
Zhang, Yongna ;
Wu, Xuan ;
Zhang, Wenzhou .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
[50]   The impact of immune checkpoint inhibitors on prognosis in unresectable hepatocellular carcinoma treated with TACE and lenvatinib: a meta-analysis [J].
Zhang, Wei ;
Liu, Zirong ;
Liu, Hongjin ;
Huang, Zhangkan ;
Huang, Xiaozhun ;
Xu, Lin ;
Che, Xu ;
Zhan, Zhengyin .
FRONTIERS IN IMMUNOLOGY, 2025, 16