Classification molecular subtypes of hepatocellular carcinoma based on PRMT-related genes

被引:7
作者
Liu, Liwen [1 ]
Hu, Qiuyue [1 ]
Zhang, Yize [1 ]
Sun, Xiangyi [2 ]
Sun, Ranran [1 ]
Ren, Zhigang [1 ]
机构
[1] Zhengzhou Univ, Precis Med Ctr, Affiliated Hosp 1, Zhengzhou, Peoples R China
[2] Zhengzhou Univ, Dept Pharm, Affiliated Hosp 1, Zhengzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
PRMT; hepatocellular carcinoma; molecular subtypes; prognostic molecular tool; immunotherapy; antineoplastic drug; CANCER IMMUNITY; TUMOR; METABOLISM; CARM1;
D O I
10.3389/fphar.2023.1145408
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Recent studies highlighted the functional role of protein arginine methyltransferases (PRMTs) catalyzing the methylation of protein arginine in malignant progression of various tumors. Stratification the subtypes of hepatocellular carcinoma (HCC) is fundamental for exploring effective treatment strategies. Here, we aim to conduct a comprehensive analysis of PRMTs with bioinformatic tools to identify novel biomarkers for HCC subtypes classification and prognosis prediction, which may be potential ideal targets for therapeutic intervention.Methods: The expression profiling of PRMTs in HCC tissues was evaluated based on the data of TCGA-LIHC cohort, and further validated in HCC TMA cohort and HCC cell lines. HCC was systematically classified based on PRMT family related genes. Subsequently, the differentially expressed genes (DEGs) between molecular subtypes were identified, and prognostic risk model were constructed using least absolute shrinkage and selection operator (LASSO) and Cox regression analysis to evaluate the prognosis, gene mutation, clinical features, immunophenotype, immunotherapeutic effect and antineoplastic drug sensitivity of HCC.Results: PRMTs expression was markedly altered both in HCC tissues and HCC cell lines. Three molecular subtypes with distinct immunophenotype were generated. 11 PRMT-related genes were enrolled to establish prognostic model, which presented with high accuracy in predicting the prognosis of two risk groups in the training, validation, and immunotherapy cohort, respectively. Additionally, the two risk groups showed significant difference in immunotherapeutic efficacy. Further, the sensitivity of 72 anticancer drugs was identified using prognostic risk model.Conclusion: In summary, our findings stratified HCC into three subtypes based on the PRMT-related genes. The prognostic model established in this work provide novel insights into the exploration of related therapeutic approaches in treating HCC.
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页数:14
相关论文
共 39 条
[1]   Non-Histone Arginine Methylation by Protein Arginine Methyltrans-ferases [J].
Al-Hamashi, Ayad A. ;
Diaz, Krystal ;
Huang, Rong .
CURRENT PROTEIN & PEPTIDE SCIENCE, 2020, 21 (07) :699-712
[2]   Mechanism of PKM2 affecting cancer immunity and metabolism in Tumor Microenvironment [J].
Chen, Mengxi ;
Liu, Huan ;
Li, Zhang ;
Ming, Alex Lau ;
Chen, Honglei .
JOURNAL OF CANCER, 2021, 12 (12) :3566-3574
[3]   Protein Arginine Methylation: An Emerging Modification in Cancer Immunity and Immunotherapy [J].
Dai, Weijing ;
Zhang, Jianguo ;
Li, Siqi ;
He, Fajian ;
Liu, Qiao ;
Gong, Jun ;
Yang, Zetian ;
Gong, Yan ;
Tang, Fang ;
Wang, Zhihao ;
Xie, Conghua .
FRONTIERS IN IMMUNOLOGY, 2022, 13
[4]   External quality assessment demonstrates that PD-L1 22C3 and SP263 assays are systematically different [J].
Dodson, Andrew ;
Parry, Suzanne ;
Lissenberg-Witte, Birgit ;
Haragan, Alex ;
Allen, David ;
O'Grady, Anthony ;
McClean, Emma ;
Hughes, Jamie ;
Miller, Keith ;
Thunnissen, Erik .
JOURNAL OF PATHOLOGY CLINICAL RESEARCH, 2020, 6 (02) :138-145
[5]   CARM1 and PRMT1 are dysregulated in lung cancer without hierarchical features [J].
Elakoum, Rania ;
Gauchotte, Guillaume ;
Oussalah, Abderrahim ;
Wissler, Marie-Pierre ;
Clement-Duchene, Christelle ;
Vignaud, Jean-Michel ;
Gueant, Jean-Louis ;
Namour, Fares .
BIOCHIMIE, 2014, 97 :210-218
[6]   Context-Specific Determinants of the Immunosuppressive Tumor Microenvironment in Pancreatic Cancer [J].
Falcomata, Chiara ;
Baerthel, Stefanie ;
Schneider, Guenter ;
Rad, Roland ;
Schmidt-Supprian, Marc ;
Saur, Dieter .
CANCER DISCOVERY, 2023, 13 (02) :278-297
[7]   Inhibiting Type I Arginine Methyltransferase Activity Promotes T Cell-Mediated Antitumor Immune Responses [J].
Fedoriw, Andrew ;
Shi, Leilei ;
O'Brien, Shane ;
Smitheman, Kimberly N. ;
Wang, Yunfei ;
Hou, Jiakai ;
Sherk, Christian ;
Rajapurkar, Satyajit ;
Laraio, Jenny ;
Williams, Leila J. ;
Xu, Chunyu ;
Han, Guangchun ;
Feng, Qin ;
Bedford, Mark T. ;
Wang, Linghua ;
Barbash, Olena ;
Kruger, Ryan G. ;
Hwu, Patrick ;
Mohammad, Helai P. ;
Peng, Weiyi .
CANCER IMMUNOLOGY RESEARCH, 2022, 10 (04) :420-436
[8]   Hepatocellular carcinoma [J].
Forner, Alejandro ;
Reig, Maria ;
Bruix, Jordi .
LANCET, 2018, 391 (10127) :1301-1314
[9]   From bench to bed: the tumor immune microenvironment and current immunotherapeutic strategies for hepatocellular carcinoma [J].
Fu, Yaojie ;
Liu, Shanshan ;
Zeng, Shan ;
Shen, Hong .
JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2019, 38 (01)
[10]   PRMT8 demonstrates variant-specific expression in cancer cells and correlates with patient survival in breast, ovarian and gastric cancer [J].
Hernandez, Sarah J. ;
Dolivo, David M. ;
Dominko, Tanja .
ONCOLOGY LETTERS, 2017, 13 (03) :1983-1989