Overexpression of MTHFD2 represents an inflamed tumor microenvironment and precisely predicts the molecular subtype and immunotherapy response of bladder cancer

被引:0
|
作者
Shi, Xiaokai [1 ,2 ]
Peng, Xiangrong [1 ,2 ]
Chen, Yin [1 ,2 ]
Shi, Zebin [1 ,2 ]
Yue, Chuang [1 ,2 ]
Zuo, Li [1 ,2 ]
Zhang, Lifeng [1 ,2 ]
Gao, Shenglin [1 ,2 ]
机构
[1] Nanjing Med Univ, ChangZhou 2 Peoples Hosp, Dept Urol, Changzhou, Jiangsu, Peoples R China
[2] Nanjing Med Univ, ChangZhou Med Ctr, Lab Urol, Changzhou, Jiangsu, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
关键词
bladder cancer; MTHFD2; inflamed tumor microenvironment; immunotherapy; molecular subtype; METASTATIC UROTHELIAL CARCINOMA; POOR-PROGNOSIS; METHYLENETETRAHYDROFOLATE DEHYDROGENASE; IMMUNE CONTEXTURE; MUTATIONAL BURDEN; CELL SUBSETS; OPEN-LABEL; EXPRESSION; NIVOLUMAB; BLOCKADE;
D O I
10.3389/fimmu.2023.1326509
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionMethylenetetrahydrofolate dehydrogenase 2 (MTHFD2), whose aberrant expression is common in cancers, has recently been identified as a potential regulator of immune response. However, its immune-related role in bladder cancer (BLCA) and its association with immunotherapy efficacy remain unclear.MethodsRNA sequencing data from The Cancer Genome Atlas (TCGA) was applied to analyze the immunological roles and prognostic value of MTHFD2 in pan-cancers. The association of MTHFD2 with several immunological features of tumor microenvironment (TME), including cancer-immunity cycle, immune cells infiltration, immune checkpoints expression, and T cell inflamed score was analyzed in TCGA-BLCA cohort. The predictors of cancer treatments effectiveness, including the expression and mutation of certain genes, molecular subtypes, and several signatures were evaluated as well. These results were validated by another independent cohort (GSE48075). Finally, the predictive value of MTHFD2 for TME and immunotherapy efficacy were validated using immunohistochemistry assay and RNA sequencing data from IMvigor210 cohort, respectively.ResultsMTHFD2 was found to be positively associated with several immunological features of an inflamed tumor microenvironment (TME) in various cancers and could predict BLCA patients' prognosis. In BLCA, high expression of MTHFD2 was observed to be positively related with the cancer-immunity cycle, the infiltration of several immune cells, and the expression of immunoregulators and T-cell inflamed scores, indicating a positive correlation with the inflamed TME. Moreover, patients with high MTHFD2 expression were more likely to be basal-like subtypes and respond to BLCA treatments, including immunotherapy, chemotherapy, and target therapy. The clinical data of the IMvigor210 cohort confirmed the higher response rates and better survival benefits of immunotherapy in high-MTHFD2-expression patients.ConclusionCollectively, high MTHFD2 predicts an inflamed TME, a basal-like subtype, and a better response to various therapeutic strategies, especially the ICB therapy, in bladder cancer.
引用
收藏
页数:15
相关论文
共 48 条
  • [1] IL4I1: a novel molecular biomarker represents an inflamed tumor microenvironment and precisely predicts the molecular subtype and immunotherapy response of bladder cancer
    Peng, Xiangrong
    Liu, Chuan
    Zhang, Li
    Chen, Yin
    Mao, Lixin
    Gao, Shenglin
    Shi, Xiaokai
    Zuo, Li
    FRONTIERS IN PHARMACOLOGY, 2024, 15
  • [2] Siglec15 shapes a non-inflamed tumor microenvironment and predicts the molecular subtype in bladder cancer
    Hu, Jiao
    Yu, Anze
    Othmane, Belaydi
    Qiu, Dongxu
    Li, Huihuang
    Li, Chao
    Liu, Peihua
    Ren, Wenbiao
    Chen, Minfeng
    Gong, Guanghui
    Guo, Xi
    Zhang, Huihui
    Chen, Jinbo
    Zu, Xiongbing
    THERANOSTICS, 2021, 11 (07): : 3089 - 3108
  • [3] CD93 orchestrates the tumor microenvironment and predicts the molecular subtype and therapy response of bladder cancer
    Zheng, Xiaonan
    Xu, Hang
    Lin, Tianhai
    Tan, Ping
    Xiong, Qiao
    Yi, Xianyanling
    Qiu, Shi
    Yang, Lu
    Shen, Bairong
    Ai, Jianzhong
    Wei, Qiang
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 147
  • [4] Disulfidptosis characterizes the tumor microenvironment and predicts immunotherapy sensitivity and prognosis in bladder cancer
    Pan, Guizhen
    Xie, Huan
    Xia, Yeye
    HELIYON, 2024, 10 (03)
  • [5] ACER2 forms a cold tumor microenvironment and predicts the molecular subtype in bladder cancer: Results from real-world cohorts
    Liu, Jinhui
    Cheng, Chunliang
    Qi, Tiezheng
    Xiao, Jiatong
    Zhou, Weimin
    Deng, Dingshan
    Dai, Yuanqing
    FRONTIERS IN GENETICS, 2023, 14
  • [6] Molecular Drivers of the Non-T-cell-Inflamed Tumor Microenvironment in Urothelial Bladder Cancer
    Sweis, Randy F.
    Spranger, Stefani
    Bao, Riyue
    Paner, Gladell P.
    Stadler, Walter M.
    Steinberg, Gary
    Gajewski, Thomas F.
    CANCER IMMUNOLOGY RESEARCH, 2016, 4 (07) : 563 - 568
  • [7] Tumor Microenvironment Analysis Identified Subtypes Associated With the Prognosis and the Tumor Response to Immunotherapy in Bladder Cancer
    Zhang, Hongxian
    Song, Jiwen
    Dong, Junqiang
    Liu, Zhuo
    Lin, Lixuan
    Wang, Bing
    Ma, Qiang
    Ma, Lulin
    FRONTIERS IN GENETICS, 2021, 12
  • [8] TGFβ signaling activation correlates with immune-inflamed tumor microenvironment across human cancers and predicts response to immunotherapy
    Xia, Jiadong
    Zhang, Qijie
    Luan, Jiaochen
    Min, Pengxiang
    Zhang, Hanjie
    Chen, Gang
    Ji, Chengjian
    Song, Ninghong
    CELL CYCLE, 2023, 22 (01) : 57 - 72
  • [9] Molecular drivers of the non-T cell-inflamed tumor microenvironment in urothelial bladder cancer
    Sweis, Randy F.
    Spranger, Stefani
    Gajewski, Thomas
    JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (15)
  • [10] Orchestration of immune response by innate lymphoid cell subtype 2 at various tumor microenvironment, a suitable target for cancer immunotherapy
    Roy, Rajdeep
    Das, Tanmoy
    Biswas, Nabendu
    INTERNATIONAL REVIEWS OF IMMUNOLOGY, 2023,