Overexpression of TREM1 is Associated with the Immune-Suppressive Microenvironment and Unfavorable Prognosis in Pan-Cancer

被引:6
|
作者
Zhou, Xinwei [1 ]
Lin, Ke [2 ]
Fu, Liangmin [1 ]
Liu, Fei [3 ]
Lin, Hansen [1 ]
Chen, Yuhang [1 ]
Zhuang, Bowen [2 ]
Liang, Hui [4 ]
Deng, Qiong [4 ]
Wang, Zhu [4 ]
Chen, Wei [1 ]
Luo, Junhang [1 ,5 ]
Cao, Jiazheng [6 ,8 ]
Li, Pengju [1 ,7 ]
机构
[1] Sun Yat sen Univ, Affiliated Hosp 1, Dept Urol, Guangzhou, Peoples R China
[2] Sun Yat sen Univ, Affiliated Hosp 1, Inst Diagnost & Intervent Ultrasound, Dept Med Ultrason, Guangzhou, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Dept Urol, Natl Canc Ctr, Natl Clin Res Ctr Canc,Canc Hosp, Beijing, Peoples R China
[4] Southern Med Univ, Affiliated Longhua Peoples Hosp, Dept Urol, Shenzhen, Peoples R China
[5] Sun Yat sen Univ, Affiliated Hosp 1, Inst Precis Med, Guangzhou, Peoples R China
[6] Jiangmen Cent Hosp, Dept Urol, Jiangmen, Peoples R China
[7] Sun Yat sen Univ, Affiliated Hosp 1, Dept Urol, 58,Zhongshan Rd 2, Guangzhou 510080, Peoples R China
[8] Jiangmen Cent Hosp, Dept Urol, Haibang St 23, Jiangmen 529030, Peoples R China
基金
中国国家自然科学基金;
关键词
triggering receptors expressed by myeloid cells-1; pan-cancer; prognostic biomarker; tumor microenvironment; clear cell renal cell carcinoma; immunotherapy; INFLAMMATION; EXPRESSION; SORAFENIB; HALLMARK; PLATFORM;
D O I
10.2147/JIR.S398284
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background: Triggering receptors expressed by myeloid cells-1 (TREM1) is a receptor belonging to the immunoglobulin super -family and plays an important role in pro-inflammation in acute and chronic inflammatory disorders. However, the understanding of the immunomodulatory roles of TREM1 in the tumor microenvironment remains incomplete.Methods: The expression patterns of TREM1 mRNA in tumors and adjacent normal tissues were compared by analyzing data obtained from the Genotype-Tissue Expression and The Cancer Genome Atlas datasets. Survival analysis was performed to determine the prognostic value of TREM1. Functional enrichment analysis was applied to decipher the discrepancy in biological processes between high-and low-TREM1 groups across various cancers. The correlation between TREM1 and immune cell infiltration determined by using multiple algorithms was evaluated with the Pearson method. Four independent immunotherapy cohorts were adopted to validate the role of TREM1 as a biomarker.Results: TREM1 was elevated in most cancers as verified with clinical samples. Overexpression of TREM1 was linked with undesirable prognosis in patients. Further analysis revealed that TREM1 was positively correlated with immune response, pro -tumor pathways, and myeloid cell infiltration, while being negatively correlated with CD8+ T cell (including infiltration level and biological processes). Concordantly, tumors with high TREM1 levels were more resistant to immunotherapy. Through connective map analysis, therapeutically potential compounds like tozasertib and TPCA-1 were identified, which can be used synergistically with immunotherapy to improve the poor prognosis of patients with high TREM1 levels.Conclusion: Through a systematic and comprehensive pan-cancer analysis, we demonstrated that overexpression of TREM1 in tumors correlated closely with unfavorable outcome, infiltration of immune-suppressive cells, and immune regulation, which high-lights its potential use as a tumor prognostic biomarker and a novel target for immunotherapy.
引用
收藏
页码:1375 / 1391
页数:17
相关论文
共 50 条
  • [41] A pan-cancer analysis of the human tumor coagulome and its link to the tumor immune microenvironment
    Saidak, Zuzana
    Soudet, Simon
    Lottin, Marine
    Salle, Valery
    Sevestre, Marie-Antoinette
    Clatot, Florian
    Galmiche, Antoine
    CANCER IMMUNOLOGY IMMUNOTHERAPY, 2021, 70 (04) : 923 - 933
  • [42] Pan-cancer analysis: predictive role of TAP1 in cancer prognosis and response to immunotherapy
    Tu, Zewei
    Li, Kuangxun
    Ji, Qiankun
    Huang, Yuyang
    Lv, Shigang
    Li, Jingying
    Wu, Lei
    Huang, Kai
    Zhu, Xingen
    BMC CANCER, 2023, 23 (01)
  • [43] GPR65 as a potential immune checkpoint regulates the immune microenvironment according to pan-cancer analysis
    Wang, Liangliang
    Sun, Lele
    Sun, Hao
    Xing, Yunhong
    Zhou, Shidong
    An, Guoshuai
    Li, Jian
    Ren, Kang
    Sun, Junhong
    HELIYON, 2023, 9 (02)
  • [44] THBS1+myeloid cells expand in SLD hepatocellular carcinoma and contribute to immunosuppression and unfavorable prognosis through TREM1
    Giraud, Julie
    Chalopin, Domitille
    Ramel, Eloise
    Boyer, Thomas
    Zouine, Atika
    Derieppe, Marie-Alix
    Larmonier, Nicolas
    Adotevi, Olivier
    Bail, Brigitte Le
    Blanc, Jean-Frederic
    Laurent, Christophe
    Chiche, Laurence
    Derive, Marc
    Nikolski, Macha
    Saleh, Maya
    CELL REPORTS, 2024, 43 (02):
  • [45] A pan-cancer analysis of the MAPK family gene and their association with prognosis, tumor microenvironment, and therapeutic targets
    Qin, Yuan-Yuan
    Yang, Yan
    Ren, Yan-Hui
    Gao, Feng
    Wang, Min-Jie
    Li, Gang
    Liu, Yun-Xia
    Fan, Lei
    MEDICINE, 2023, 102 (45) : E35829
  • [46] Construction of immune-related signature and identification of S100A14 determining immune-suppressive microenvironment in pancreatic cancer
    Wang, Chengcheng
    Yuan Chen
    Yin Xinpeng
    Xu, Ruiyuan
    Song, Jianlu
    Ruze, Rexiati
    Qiang Xu
    Zhao, Yupei
    BMC CANCER, 2022, 22 (01)
  • [47] Identification of RFC4 as a potential biomarker for pan-cancer involving prognosis, tumour immune microenvironment and drugs
    Yu, Lei
    Li, Jing
    Zhang, Mingyang
    Li, Yu
    Bai, Jing
    Liu, Pengxia
    Yan, Jia
    Wang, Changshan
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2024, 28 (12)
  • [48] POLD4 Promotes Glioma Cell Proliferation and Suppressive Immune Microenvironment: A Pan-Cancer Analysis Integrated with Experimental Validation
    Jiang, Cheng
    Fan, Fei
    Xu, Weiming
    Jiang, Xiaobing
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (18)
  • [49] Pan-cancer prognosis, immune infiltration, and drug resistance characterization of lung squamous cell carcinoma tumor microenvironment-related genes
    Chen, Xiao
    Li, Rui
    Yin, Yun-Hong
    Liu, Xiao
    Zhou, Xi-Jia
    Qu, Yi -Qing
    BIOCHEMISTRY AND BIOPHYSICS REPORTS, 2024, 38
  • [50] TMX family genes and their association with prognosis, immune infiltration, and chemotherapy in human pan-cancer
    Luo, Na
    Mei, Zhiqiang
    Zhang, Qiqi
    Tang, Hong
    Wan, Runlan
    Deng, Anni
    Zou, Xiaopan
    Lv, Chaoxiang
    AGING-US, 2023, 15 (24): : 15064 - 15083