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
  • [1] Just how accurate are the major risk stratification systems for early-stage endometrial cancer?
    Bendifallah, S.
    Canlorbe, G.
    Collinet, P.
    Arsene, E.
    Huguet, F.
    Coutant, C.
    Hudry, D.
    Graesslin, O.
    Raimond, E.
    Touboul, C.
    Darai, E.
    Ballester, M.
    [J]. BRITISH JOURNAL OF CANCER, 2015, 112 (05) : 793 - 801
  • [2] A clue towards improving the European Society of Medical Oncology risk group classification in apparent early stage endometrial cancer? Impact of lymphovascular space invasion
    Bendifallah, S.
    Canlorbe, G.
    Raimond, E.
    Hudry, D.
    Coutant, C.
    Graesslin, O.
    Touboul, C.
    Huguet, F.
    Cortez, A.
    Darai, E.
    Ballester, M.
    [J]. BRITISH JOURNAL OF CANCER, 2014, 110 (11) : 2640 - 2646
  • [3] The survival impact of systematic lymphadenectomy in endometrial cancer with the use of propensity score matching analysis
    Bendifallah, Sofiane
    Koskas, Martin
    Ballester, Marcos
    Genin, Anne-Sophie
    Darai, Emile
    Rouzier, Roman
    [J]. AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2012, 206 (06)
  • [4] Tumor-Associated Macrophages as Major Players in the Tumor Microenvironment
    Chanmee, Theerawut
    Ontong, Pawared
    Konno, Kenjiro
    Itano, Naoki
    [J]. CANCERS, 2014, 6 (03) : 1670 - 1690
  • [5] Cancer Statistics in China, 2015
    Chen, Wanqing
    Zheng, Rongshou
    Baade, Peter D.
    Zhang, Siwei
    Zeng, Hongmei
    Bray, Freddie
    Jemal, Ahmedin
    Yu, Xue Qin
    He, Jie
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (02) : 115 - 132
  • [6] M1 Macrophage-Derived Nanovesicles Potentiate the Anticancer Efficacy of Immune Checkpoint Inhibitors
    Choo, Yeon Woong
    Kang, Mikyung
    Kim, Han Young
    Han, Jin
    Kang, Seokyung
    Lee, Ju-Ro
    Jeong, Gun-Jae
    Kwon, Sung Pil
    Song, Seuk Young
    Go, Seokhyeong
    Jung, Mungyo
    Hong, Jihye
    Kim, Byung-Soo
    [J]. ACS NANO, 2018, 12 (09) : 8977 - 8993
  • [7] Carcinoma of the corpus uteri
    Creasman, W. T.
    Odicino, F.
    Maisonneuve, P.
    Quinn, M. A.
    Beller, U.
    Benedet, J. L.
    Heintz, A. P. M.
    Ngan, H. Y. S.
    Pecorelli, S.
    [J]. INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2006, 95 : S105 - S143
  • [8] Presence of tumor-infiltrating lymphocytes is an independent prognostic factor in type I and II endometrial cancer
    de Jong, R. A.
    Leffers, N.
    Boezen, H. M.
    ten Hoor, K. A.
    van der Zee, A. G. J.
    Hollema, H.
    Nijman, H. W.
    [J]. GYNECOLOGIC ONCOLOGY, 2009, 114 (01) : 105 - 110
  • [9] Endometrial Tumor Microenvironment Alters Human NK Cell Recruitment, and Resident NK Cell Phenotype and Function
    Degos, Clara
    Heinemann, Mellie
    Barrou, Julien
    Boucherit, Nicolas
    Lambaudie, Eric
    Savina, Ariel
    Gorvel, Laurent
    Olive, Daniel
    [J]. FRONTIERS IN IMMUNOLOGY, 2019, 10
  • [10] A Novel Prognostic Model of Endometrial Carcinoma Based on Clinical Variables and Oncogenomic Gene Signature
    Deng, Fang
    Mu, Jing
    Qu, Chiwen
    Yang, Fang
    Liu, Xing
    Zeng, Xiaomin
    Peng, Xiaoning
    [J]. FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 7