Immune Subtypes and Characteristics of Endometrial Cancer Based on Immunogenes

被引:0
作者
Zhang, Chong [1 ]
Xu, Jianqing [1 ]
Wang, Ming [1 ]
He, Yue [1 ]
Wu, Yumei [1 ]
机构
[1] Capital Med Univ, Beijing Obstet & Gynecol Hosp, Beijing Maternal & Child Hlth Care Hosp, Dept Gynecol Oncol, 17 Qihelou St, Beijing 100006, Peoples R China
来源
CANCER MANAGEMENT AND RESEARCH | 2024年 / 16卷
关键词
endometrial cancer; immune subtype; immunotherapy; multidimensional genomic; tumor immune microenvironment; GENOMICS; PD-L1;
D O I
10.2147/CMAR.S494838
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: The aim of this study was to explore the immune subtypes of endometrial cancer (EC) and its characteristics by immunogenes from the perspective of multidimensional genomics (multi-omics).<br /> Patients and Methods: Immune subtypes were carried out using an unsupervised non-negative matrix factorization clustering (NMF) method and their characteristics were analysed. Key genes were identified using random forest analysis. A predictive model for immune subtypes and their clinical prognosis were constructed. The relationship between immune subtypes and molecular subtypes was investigated.<br /> Results: Two immune subtypes C1 and C2 were available. C2 patients were younger, less graded, had significantly higher immune cell infiltration, immune checkpoint expression, tumor neoantigens, tumor mutation load than C1 (P< 005). S100A9, CD3D, CD3E, HLA-DRB1 and IL2RB were the key genes with significant survival outcomes. S100A9 expression was lower in C2 than C1, and IL2RB, HLA-DRB1, CD3E and CD3D expression was higher than C1 (P< 0.05). The predictive accuracy of five key genes for immune subtypes was good, with a Receiver operating characteristic of 0.941. The incidence of TP53abn type in C2 was significantly lower than that of C1, and the incidence of POLE type was significantly higher than that of C1 (P< 0.0001).<br /> Conclusion: EC can be divided into two immune subtypes based on immunogenes. Low expression of S100A9 and high expression of IL2RB, HLA-DRB1, CD3E, and CD3D suggest sensitivity to immunotherapy and a good prognosis.
引用
收藏
页码:1525 / 1543
页数:19
相关论文
共 50 条
  • [1] Evolutionary genetic algorithm identifies IL2RB as a potential predictive biomarker for immune-checkpoint therapy in colorectal cancer
    Alderdice, Matthew
    Craig, Stephanie G.
    Humphries, Matthew P.
    Gilmore, Alan
    Johnston, Nicole
    Bingham, Victoria
    Coyle, Vicky
    Senevirathne, Seedevi
    Longley, Daniel B.
    Loughrey, Maurice B.
    McQuaid, Stephen
    James, Jacqueline A.
    Salto-Tellez, Manuel
    Lawler, Mark
    McArt, Darragh G.
    [J]. NAR GENOMICS AND BIOINFORMATICS, 2021, 3 (02)
  • [2] Friend or Foe: S100 Proteins in Cancer
    Allgoewer, Chantal
    Kretz, Anna-Laura
    von Karstedt, Silvia
    Wittau, Mathias
    Henne-Bruns, Doris
    Lemke, Johannes
    [J]. CANCERS, 2020, 12 (08) : 1 - 38
  • [3] [Anonymous], NCCN CLIN PRACTICE G
  • [4] Activity of durvalumab in advanced endometrial cancer (AEC) according to mismatch repair (MMR) status: The phase II PHAEDRA trial (ANZGOG1601).
    Antill, Yoland Catherine
    Kok, Peey Sei
    Robledo, Kristy
    Barnes, Elizabeth
    Friedlander, Michael
    Baron-Hay, Sally E.
    Shannon, Catherine M.
    Coward, Jermaine
    Beale, Philip James
    Goss, Geraldine
    Meniawy, Tarek
    Yip, Sonia
    Smith, Deborah
    Spurdle, Amanda B.
    Parry, Michelle
    Andrews, John
    Kelly, Marzena
    Stockler, Martin R.
    Mileshkin, Linda R.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (15)
  • [5] Conserved pan-cancer microenvironment subtypes predict response to immunotherapy
    Bagaev, Alexander
    Kotlov, Nikita
    Nomie, Krystle
    Svekolkin, Viktor
    Gafurov, Azamat
    Isaeva, Olga
    Osokin, Nikita
    Kozlov, Ivan
    Frenkel, Felix
    Gancharova, Olga
    Almog, Nava
    Tsiper, Maria
    Ataullakhanov, Ravshan
    Fowler, Nathan
    [J]. CANCER CELL, 2021, 39 (06) : 845 - +
  • [6] Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1
    Barbie, David A.
    Tamayo, Pablo
    Boehm, Jesse S.
    Kim, So Young
    Moody, Susan E.
    Dunn, Ian F.
    Schinzel, Anna C.
    Sandy, Peter
    Meylan, Etienne
    Scholl, Claudia
    Froehling, Stefan
    Chan, Edmond M.
    Sos, Martin L.
    Michel, Kathrin
    Mermel, Craig
    Silver, Serena J.
    Weir, Barbara A.
    Reiling, Jan H.
    Sheng, Qing
    Gupta, Piyush B.
    Wadlow, Raymond C.
    Le, Hanh
    Hoersch, Sebastian
    Wittner, Ben S.
    Ramaswamy, Sridhar
    Livingston, David M.
    Sabatini, David M.
    Meyerson, Matthew
    Thomas, Roman K.
    Lander, Eric S.
    Mesirov, Jill P.
    Root, David E.
    Gilliland, D. Gary
    Jacks, Tyler
    Hahn, William C.
    [J]. NATURE, 2009, 462 (7269) : 108 - U122
  • [7] Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression
    Becht, Etienne
    Giraldo, Nicolas A.
    Lacroix, Laetitia
    Buttard, Benedicte
    Elarouci, Nabila
    Petitprez, Florent
    Selves, Janick
    Laurent-Puig, Pierre
    Sautes-Fridman, Catherine
    Fridman, Wolf H.
    de Reynies, Aurelien
    [J]. GENOME BIOLOGY, 2016, 17
  • [8] Molecular Classification of Grade 3 Endometrioid Endometrial Cancers Identifies Distinct Prognostic Subgroups
    Bosse, Tjalling
    Nout, Remi A.
    McAlpine, Jessica N.
    McConechy, Melissa K.
    Britton, Heidi
    Hussein, Yaser R.
    Gonzalez, Carlene
    Ganesan, Raji
    Steele, Jane C.
    Harrison, Beth T.
    Oliva, Esther
    Vidal, August
    Matias-Guiu, Xavier
    Abu-Rustum, Nadeem R.
    Levine, Douglas A.
    Gilks, C. Blake
    Soslow, Robert A.
    [J]. AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2018, 42 (05) : 561 - 568
  • [9] FKBP10 promotes proliferation of glioma cells via activating AKT-CREB-PCNA axis
    Cai, Hong-Qing
    Zhang, Min-Jie
    Cheng, Zhi-Jian
    Yu, Jing
    Yuan, Qing
    Zhang, Jin
    Cai, Yan
    Yang, Li-Yan
    Zhang, Yu
    Hao, Jia-Jie
    Wang, Ming-Rong
    Wan, Jing-Hai
    [J]. JOURNAL OF BIOMEDICAL SCIENCE, 2021, 28 (01)
  • [10] Multi-omits profiling reveals distinct microenvironment characterization of endometrial cancer
    Cai, Yixuan
    Chang, Yue
    Liu, Yun
    [J]. BIOMEDICINE & PHARMACOTHERAPY, 2019, 118