Determination of Cuproptosis-related Subtypes, Development of a Prognostic Model, and Characterization of Tumor Microenvironment Infiltration in Acute Myeloid Leukemia

被引:0
|
作者
Tao, Yuchen [1 ]
Ren, Jianye [1 ]
Xue, Tingting [1 ]
Wang, Yanlu [1 ]
Xu, Hao [1 ]
Zhang, Hongyu [1 ,2 ]
Lu, Jiahui [1 ,2 ]
机构
[1] Shanghai Univ Tradit Chinese Med, Shanghai Municipal Hosp Tradit Chinese Med, Dept Hematol, Shanghai, Peoples R China
[2] 274 Middle Zhijiang Rd,Jingan Dist, Shanghai 200071, Peoples R China
基金
中国国家自然科学基金;
关键词
Cuproptosis; AML; tumor microenvironment; immunotherapy; molecular subtypes;
D O I
10.21873/anticanres.16582
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background/Aim: Acute myeloid leukemia (AML) is a severe malignancy of the bone marrow marked by an abnormal accumulation of bone marrow precursors. Cuproptosis is a recently identified type of copper-dependent regulatory cell apoptosis that relies on mitochondrial respiration. However, its participation in the development of AML remains unclear. This study analyzed the association between cuproptosis-related genes and the prognosis of AML patients. Materials and Methods: Cases of AML were acquired from TCGA, GEO, and TARGET and the molecular subgroups characterized by genes associated with cuproptosis, besides the associated cell infiltration of the tumor microenvironment (TME) were investigated. The cuproptosis score was developed using the minor absolute shrinkage and selection operator (LASSO) tool to evaluate the cuproptosis features of a single tumor sample. Results: Two distinct molecular subgroups related to cuproptosis were discovered in AML with different prognoses. The cellular infiltration assay of TME showed immunological heterogeneity between the two subtypes. The cuproptosis score predicted tumor subgroups, immunity, and prognosis. A small cuproptosis value was marked by a good prognosis, whereas the anti-PD-1/PD-L1 immunotherapy group suggested the same cuproptosis group was related to an elevated immunotherapy potency. Conclusion: The cuproptosis score is a biomarker important for determining the molecular subgroups, prognosis, TME cell infiltration features, and immunotherapeutic efficacy of individuals with leukemia.
引用
收藏
页码:3943 / 3960
页数:18
相关论文
共 50 条
  • [1] Identification of Cuproptosis-Related Subtypes in Lung Cancer, Characterization of Tumor Microenvironment Infiltration, and Establishment of a Prognostic Model
    Cui, Jin
    Xiong, Ying
    Liu, Yuting
    Sun, Min
    Gu, Xinyue
    Zhong, Luhui
    Hong, Xiaohua
    Liu, Li
    BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [2] Identification of cuproptosis-related subtypes, characterization of tumor microenvironment infiltration, and development of a prognosis model in breast cancer
    Li, Zhi
    Zhang, Hua
    Wang, Xixi
    Wang, Qun
    Xue, Jiapeng
    Shi, Yun
    Wang, Minghua
    Wang, Geng
    Zhang, Jianquan
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [3] Identification of cuproptosis-related subtypes, characterization of immune microenvironment infiltration, and development of a prognosis model for osteoarthritis
    Nong, Jiao
    Lu, Guanyu
    Huang, Yue
    Liu, Jinfu
    Chen, Lihua
    Pan, Haida
    Xiong, Bo
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [4] Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
    Huang, Hao
    Long, Zhiping
    Xie, Yilin
    Qin, Pei
    Kuang, Lei
    Li, Xi
    Zhao, Yang
    Zhang, Xing
    Yang, Longkun
    Ma, Wancheng
    Xiao, Xiang
    Liu, Yu
    Sun, Xizhuo
    Zhang, Ming
    Wang, Fan
    Hu, Dongsheng
    Hu, Fulan
    JOURNAL OF ONCOLOGY, 2022, 2022
  • [5] Molecular subtypes based on cuproptosis-related genes and tumor microenvironment infiltration characterization in ovarian cancer
    Zhang, Jingjing
    Lu, Miao
    Xu, Haoya
    Ren, Fang
    Zhu, Liancheng
    CANCER CELL INTERNATIONAL, 2022, 22 (01)
  • [6] Molecular subtypes based on cuproptosis-related genes and tumor microenvironment infiltration characterization in ovarian cancer
    Jingjing Zhang
    Miao Lu
    Haoya Xu
    Fang Ren
    Liancheng Zhu
    Cancer Cell International, 22
  • [7] Identification of a prognostic model based on costimulatory molecule-related subtypes and characterization of tumor microenvironment infiltration in acute myeloid leukemia
    Mao, Yan
    Hu, Zhengyun
    Xu, Xuejiao
    Xu, Jinwen
    Wu, Chuyan
    Jiang, Feng
    Zhou, Guoping
    FRONTIERS IN GENETICS, 2022, 13
  • [8] Identification of Cuproptosis-Related Subtypes , Establishment of a Prognostic Signature and Characterization of the Tumor Microenvironment in Gastric Cancer
    Li, Jiazheng
    Kong, Can
    Song, Wei
    Fu, Tao
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2023, 16 : 1631 - 1652
  • [9] Identification of cuproptosis-related subtypes and the development of a prognostic model in glioma
    Wu, Zhaoping
    Li, Wei
    Zhu, Hecheng
    Li, Xuewen
    Zhou, Yi
    Chen, Quan
    Huang, Haoxuan
    Zhang, Wenlong
    Jiang, Xingjun
    Ren, Caiping
    FRONTIERS IN GENETICS, 2023, 14
  • [10] Identification of cuproptosis -related subtypes, the development of a prognosis model, and characterization of tumor microenvironment infiltration in prostate cancer
    Jin, Liang
    Mei, Wangli
    Liu, Xiang
    Sun, Xianchao
    Xin, Shiyong
    Zhou, Zhen
    Zhang, Jiaxin
    Chen, Ping
    Zhang, Bihui
    Cai, Ming
    Ye, Lin
    FRONTIERS IN IMMUNOLOGY, 2022, 13