Identification of New m6A Methylation Modification Patterns and Tumor Microenvironment Infiltration Landscape that Predict Clinical Outcomes for Papillary Renal Cell Carcinoma Patients

被引:2
|
作者
Zheng, Bin [1 ,2 ,3 ]
Cheng, Fajuan [4 ,5 ]
Yao, Zhongshun [1 ,2 ]
Zhang, Yiming [1 ,2 ]
Cong, Zixiang [1 ,2 ,3 ]
Wang, Jianwei [6 ]
Niu, Zhihong [1 ,2 ]
He, Wei [1 ,2 ]
机构
[1] Shandong Univ, Dept Urol, Shandong Prov Hosp, Jinan, Peoples R China
[2] Shandong First Med Univ, Dept Urol, Shandong Prov Hosp, Jinan, Peoples R China
[3] Shandong Univ, Cheeloo Coll Med, Jinan, Peoples R China
[4] Shandong Univ, Dept Nephrol, Shandong Prov Hosp, Jinan, Peoples R China
[5] Shandong First Med Univ, Dept Nephrol, Shandong Prov Hosp, Jinan, Peoples R China
[6] Shandong Univ, Dept Urol, Shandong Prov ENT Hosp, Jinan, Peoples R China
关键词
m; 6; A; tumor microenvironment; immunotherapy; mutation burden; survival; CTLA-4; BLOCKADE; MESSENGER-RNA; CANCER; IPILIMUMAB; NIVOLUMAB;
D O I
10.3389/fcell.2022.818194
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
N6-methyladenosine (m(6)A) is the product of the most prevalent mRNA modification in eukaryotic cells. Accumulating evidence shows that tumor microenvironment (TME) plays a pivotal role in tumor development. However, the underlying relationship between m(6)A modification and the TME of a papillary renal cell carcinoma (PRCC) is still unclear. To investigate the relationship between m(6)A modification and prognosis and immunotherapeutic efficacy for PRCC, we looked for distinct m(6)A modification patterns based on 23 m(6)A-related genes. Next, the correlation between m(6)A modification patterns and TME-related characteristics was investigated. Then, the intersected differentially expressed genes were selected and the scoring system, denoted as m(6)A score, was established to evaluate m(6)A modification, prognosis, and immunotherapeutic efficacy. In this study, three distinct m(6)A expression clusters were identified. Based on the results of immune cell infiltration analysis and functional analysis, carcinogenic pathways, TME-related immune cells, and pathways were identified as well. More importantly, the established m(6)A score showed good value in predicting clinical outcomes according to results using external cohorts. Specifically, PRCC patients with low m(6)A score value showed better survival, immunotherapeutic response, and higher tumor mutation burden. Furthermore, immunohistochemistry using PRCC clinical samples from our medical center was carried out and verified our results. In conclusion, this study highlights the underlying correlation between m(6)A modification and the immune landscape and, hence, enhances our understanding of the TME and improved the therapeutic outlook for PRCC patients.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] m6A regulator-mediated methylation modification patterns and tumor microenvironment immune infiltration with prognostic analysis in esophageal cancer
    Sheng, Gaohong
    Wang, Tianqi
    Gao, Yuan
    Wu, Hua
    Wu, Jianhong
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [22] The significance of m6A RNA methylation modification in prognosis and tumor microenvironment immune infiltration of cervical cancer
    Guo, Yilin
    Bai, Yangyang
    Wang, Lu
    Xu, Zhen
    Wang, Xiliang
    Wang, Wuliang
    MEDICINE, 2022, 101 (26) : E29818
  • [23] The Role of m6A Regulator-Mediated Methylation Modification and Tumor Microenvironment Infiltration in Glioblastoma Multiforme
    Wang, Liang
    Cao, Haiyan
    Zhong, Ying
    Ji, Peigang
    Chen, Fan
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [24] M6A regulator-mediated immune infiltration and methylation modification in hepatocellular carcinoma microenvironment and immunotherapy
    Zhao, Kun
    Wei, Bing
    Zhang, Yingxuan
    Shi, Wenkai
    Zhang, Guokun
    Wang, Zhengfeng
    FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [25] m6A regulator-mediated methylation modification patterns and tumor immune microenvironment in sarcoma
    Li, Zhehong
    Wei, Junqiang
    Zheng, Honghong
    Gan, Xintian
    Song, Mingze
    Zhang, Yafang
    Kong, Lingwei
    Zhang, Chao
    Yang, Jilong
    Jin, Yu
    AGING-US, 2022, 14 (01): : 330 - 353
  • [26] m5C Regulator-Mediated Methylation Modification Patterns and Tumor Microenvironment Infiltration Characterization in Papillary Thyroid Carcinoma
    Li, Fei
    Deng, Qingmei
    Pang, Xiaoxi
    Huang, Shan
    Zhang, Jingmiao
    Zhu, Xiaxia
    Chen, Hong
    Liu, Xiuxia
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [27] Cuproptosis patterns in papillary renal cell carcinoma are characterized by distinct tumor microenvironment infiltration landscapes
    Zhang, Chiyu
    Huang, Ruizhen
    Xi, Xiaoqing
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 9
  • [28] m6A regulator-mediated RNA methylation modification patterns and immune microenvironment infiltration characterization in patients with intracranial aneurysms
    Maimaiti, Aierpati
    Turhon, Mirzat
    Cheng, Xiaojiang
    Su, Riqing
    Kadeer, Kaheerman
    Axier, Aximujiang
    Ailaiti, Dilimulati
    Aili, Yirizhati
    Abudusalamu, Rena
    Kuerban, Ajimu
    Wang, Zengliang
    Aisha, Maimaitili
    FRONTIERS IN NEUROLOGY, 2022, 13
  • [29] Integrated Analyses of m6A Regulator-Mediated Methylation Modification Patterns and Tumor Microenvironment Infiltration Characterization in Pan-Cancer
    Cao, Qingkang
    Chen, Yuanyuan
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (19)
  • [30] Characterization of immune microenvironment infiltration and m6A regulator-mediated RNA methylation modification patterns in osteoarthritis
    Ouyang, Yulong
    Tu, Yuanqing
    Chen, Shuilin
    Min, Huan
    Wen, Zhexu
    Zheng, Guihao
    Wan, Ting
    Fan, Hao
    Yang, Wenzhao
    Sun, Guicai
    FRONTIERS IN IMMUNOLOGY, 2022, 13