Development of a seven-gene tumor immune microenvironment prognostic signature for high-risk grade III endometrial cancer

被引:10
作者
Zheng, Mingjun [1 ,2 ,3 ]
Hu, Yuexin [1 ,2 ]
Gou, Rui [1 ,2 ]
Li, Siting [1 ,2 ]
Nie, Xin [1 ,2 ]
Li, Xiao [1 ,2 ]
Lin, Bei [1 ,2 ]
机构
[1] China Med Univ, Shengjing Hosp, Dept Gynecol & Obstet, Shenyang 110004, Liaoning, Peoples R China
[2] Key Lab Obstet & Gynecol Higher Educ Liaoning Pro, Key Lab Maternal Fetal Med Liaoning Prov, Shenyang, Liaoning, Peoples R China
[3] Ludwig Maximilians Univ Munchen, Univ Hosp, Dept Obstet & Gynecol, Maistr 11, D-80337 Munich, Germany
来源
MOLECULAR THERAPY-ONCOLYTICS | 2021年 / 22卷
基金
中国国家自然科学基金;
关键词
NONCODING-RNA SIGNATURE; EXPRESSION; CELLS; MACROPHAGES; CARCINOMA; SURVIVAL; TARGET; EMX2;
D O I
10.1016/j.omto.2021.07.002
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Uterine corpus endometrial carcinoma locally infiltrates numerous immune cells and other tumor immune microenvironment components. These cells are involved in malignant tumor growth and proliferation and the process of resistance toward immunotherapies. Here, we aimed to develop a tumor immune microenvironment-related prognostic signature for high-risk grade III endometrial carcinoma based on The Cancer Genome Atlas. The signature was systematically correlated with immune infiltration characteristics of the tumor microenvironment. The seven-gene Riskscore signature was robust and performed well in training, testing, and Gene Expression Omnibus-independent cohorts. A nomogram comprising the gene signature accurately predicted patient prognosis, with our model performing better than other endometrial cancerrelated signatures. Analysis of the IMvigor210 immunotherapy cohort revealed that subgroups with a low Riskscore had a better prognosis than subgroups with a high Riskscore. Subgroups with a low Riskscore exhibited immune cell infiltration and inflammatory profiles, whereas subgroups with a high Riskscore experienced progressive disease. The receiver operating characteristic curve indicated that risk score, neoantigen, and tumor mutation burden models together accurately predicted treatment response. Taken together, we developed a tumor microenvironment-based seven-gene prognostic stratification system to predict the prognosis of patients with high-risk endometrial cancer and guide more effective immunotherapy strategies.
引用
收藏
页码:294 / 306
页数:13
相关论文
共 59 条
  • [51] DNER promotes epithelial-mesenchymal transition and prevents chemosensitivity through the Wnt/β-catenin pathway in breast cancer
    Wang, Zhong
    Li, Zhiyu
    Wu, Qi
    Li, Chenyuan
    Li, Juanjuan
    Zhang, Yimin
    Wang, Changhua
    Sun, Si
    Sun, Shengrong
    [J]. CELL DEATH & DISEASE, 2020, 11 (08)
  • [52] RNA-Seq: a revolutionary tool for transcriptomics
    Wang, Zhong
    Gerstein, Mark
    Snyder, Michael
    [J]. NATURE REVIEWS GENETICS, 2009, 10 (01) : 57 - 63
  • [53] Tumor microenvironment as a therapeutic target in cancer
    Xiao, Yi
    Yu, Dihua
    [J]. PHARMACOLOGY & THERAPEUTICS, 2021, 221
  • [54] Mechanisms that drive inflammatory tumor microenvironment, tumor heterogeneity, and metastatic progression
    Yang, Li
    Lin, P. Charles
    [J]. SEMINARS IN CANCER BIOLOGY, 2017, 47 : 185 - 195
  • [55] A high M1/M2 ratio of tumor-associated macrophages is associated with extended survival in ovarian cancer patients
    Zhang, Meiying
    He, Yifeng
    Sun, Xiangjun
    Li, Qing
    Wang, Wenjing
    Zhao, Aimin
    Di, Wen
    [J]. JOURNAL OF OVARIAN RESEARCH, 2014, 7
  • [56] Deficiency in the autophagy modulator Dram1 exacerbates pyroptotic cell death of Mycobacteria-infected macrophages
    Zhang, Rui
    Varela, Monica
    Forn-Cuni, Gabriel
    Torraca, Vincenzo
    van der Vaart, Michiel
    Meijer, Annemarie H.
    [J]. CELL DEATH & DISEASE, 2020, 11 (04)
  • [57] Decreased secretoglobin family 2A member 1expression is associated with poor outcomes in endometrial cancer
    Zhou, Hongyu
    Zou, Xuan
    Li, Haoran
    Li, Tianjiao
    Chen, Lihua
    Cheng, Xi
    [J]. ONCOLOGY LETTERS, 2020, 20 (04)
  • [58] A novel lncRNA-focus expression signature for survival prediction in endometrial carcinoma
    Zhou, Meng
    Zhang, Zhaoyue
    Zhao, Hengqiang
    Bao, Siqi
    Sun, Jie
    [J]. BMC CANCER, 2018, 18
  • [59] Increased expression of TNFRSF14 indicates good prognosis and inhibits bladder cancer proliferation by promoting apoptosis
    Zhu, Yu-Di
    Lu, Ming-Yue
    [J]. MOLECULAR MEDICINE REPORTS, 2018, 18 (03) : 3403 - 3410