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
  • [41] m6A Regulator-Mediated Methylation Modification Patterns and Characterisation of Tumour Microenvironment Infiltration in Non-Small Cell Lung Cancer
    Fan, Yongfei
    Zhou, Yong
    Lou, Ming
    Li, Xinwei
    Zhu, Xudong
    Yuan, Kai
    JOURNAL OF INFLAMMATION RESEARCH, 2022, 15 : 1969 - 1989
  • [42] The Role of m6A RNA Methylation-Related lncRNAs in the Prognosis and Tumor Immune Microenvironment of Papillary Thyroid Carcinoma
    Wang, Wenlong
    Shen, Cong
    Zhao, Yunzhe
    Sun, Botao
    Qiu, Xiangyuan
    Yin, Shujuan
    Chen, Jiaxin
    Li, Xinying
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 9
  • [43] Comprehensive landscape of m6A regulator-related gene patterns and tumor microenvironment infiltration characterization in gastric cancer
    Peng, Bin
    Lin, Yinglin
    Yi, Gao
    Lin, Mingzhen
    Xiao, Yao
    Qiu, Yezhenghong
    Yao, Wenxia
    Zhou, Xinke
    Liu, Zhaoyu
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [44] Identification of molecular subtypes based on chromatin regulator and tumor microenvironment infiltration characterization in papillary renal cell carcinoma
    Tang, Qilin
    Pan, Deshen
    Xu, Chaoliang
    Chen, Lei
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (01) : 231 - 245
  • [45] Identification of molecular subtypes based on chromatin regulator and tumor microenvironment infiltration characterization in papillary renal cell carcinoma
    Qilin Tang
    Deshen Pan
    Chaoliang Xu
    Lei Chen
    Journal of Cancer Research and Clinical Oncology, 2023, 149 : 231 - 245
  • [46] Cell–cell communications shape tumor microenvironment and predict clinical outcomes in clear cell renal carcinoma
    Liu-xun Chen
    Shen-jie Zeng
    Xv-dong Liu
    Hai-bin Tang
    Jia-wu Wang
    Qing Jiang
    Journal of Translational Medicine, 21
  • [47] m6A regulator-mediated methylation modification highlights immune infiltration patterns for predicting risk in hepatocellular carcinoma
    Zhou, Dongkai
    Wang, Yizhi
    Wei, Wei
    Zhou, Wei
    Gu, Jin
    Kong, Yang
    Yang, Qifan
    Wu, Yingsheng
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (07) : 3661 - 3680
  • [48] m6A regulator-mediated methylation modification highlights immune infiltration patterns for predicting risk in hepatocellular carcinoma
    Dongkai Zhou
    Yizhi Wang
    Wei Wei
    Wei Zhou
    Jin Gu
    Yang Kong
    Qifan Yang
    Yingsheng Wu
    Journal of Cancer Research and Clinical Oncology, 2023, 149 : 3661 - 3680
  • [49] Characterization of the m6A regulator-mediated methylation modification patterns in oral squamous cell carcinoma
    Pan, Lu
    She, He
    Wang, Keyi
    Xia, Wenhui
    Tang, Haonan
    Fan, Yuan
    Ye, Jinhai
    SCIENTIFIC REPORTS, 2023, 13 (01):
  • [50] Characterization of the m6A regulator-mediated methylation modification patterns in oral squamous cell carcinoma
    Lu Pan
    He She
    Keyi Wang
    Wenhui Xia
    Haonan Tang
    Yuan Fan
    Jinhai Ye
    Scientific Reports, 13 (1)