Characterization of cuproptosis identified immune microenvironment and prognosis in acute myeloid leukemia

被引:11
|
作者
Luo, Dongmei [1 ]
Liu, Songyang [2 ]
Luo, Jie [3 ]
Chen, Hong [1 ]
He, Zherou [1 ]
Gao, Zicheng [1 ]
Wen, Ziyu [1 ]
Liu, Xiaoli [1 ]
Xu, Na [1 ]
机构
[1] Southern Med Univ, Nanfang Hosp, Dept Hematol, Guangzhou 510515, Guangdong, Peoples R China
[2] Southern Med Univ, Sch Clin Med 1, Guangzhou 510515, Guangdong, Peoples R China
[3] Hainan Med Coll, Affiliated Hosp 1, Dept Hematol, Haikou 570100, Hainan, Peoples R China
来源
CLINICAL & TRANSLATIONAL ONCOLOGY | 2023年 / 25卷 / 08期
基金
中国国家自然科学基金;
关键词
Acute myeloid leukemia; Cuproptosis; Immune microenvironment; Prognostic signature; Chemotherapy; Immunotherapy; IMMUNOPHENOTYPE; CELLS;
D O I
10.1007/s12094-023-03118-4
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Recent studies have reported that cuproptosis, a novel cell death pathway, strongly correlates with mitochondrial metabolism. In addition, the studies reported that cuproptosis plays a role in the development of several cancers and is regulated by protein lipoylation. During cuproptosis, copper binds to the lipoylated proteins and mediates cancer progression. However, the role of cuproptosis in acute myeloid leukemia (AML) patients is yet to be explored. Methods This study curated seven cuproptosis-related-genes (CRGs): FDX1, DLAT, PDHB, PDHA1, DLD, LIAS, and LIPT1 to determine cuproptosis modification patterns and the CRGs signature in AML. The CIBERSORT and ssGSEA algorithms were utilized to evaluate the infiltration levels of different immune cell subtypes. A cuproptosis score system based on differentially expressed genes (DEGs) was constructed using the least absolute shrinkage and selection operator (LASSO) regression analysis. The developed cuproptosis score system was validated using two immunotherapy datasets, IMvigor210 and GSE78220. Results Three distinct cuproptosis regulation patterns were identified using the Beat AML cohort. The results demonstrated that the three cuproptosis regulation patterns were correlated with various biological pathways and clinical outcomes. Tumor microenvironment (TME) characterization revealed that the identified cuproptosis regulation patterns were consistent with three immune profiles: immune-desert, immune-inflamed, and immune-excluded. The AML patients were grouped into low- and high-score groups based on the cuproptosis score system abstracted from 486 cuproptosis-related DEGs. Patients with lower cuproptosis scores were characterized by longer survival time and attenuated immune infiltration. It was found that lower cuproptosis scores were strongly correlated with lower somatic mutation frequency. Moreover, patients with lower cuproptosis scores presented more favorable immune responses and dual clinical benefits among external validation cohorts. ConclusionsCuproptosis phenotypes are significantly correlated with immune microenvironment complexity and variety. Cuprotopsis regulates the response of cancer cells to the immune system. Quantitatively assessing cuproptosis phenotypes in AML improves the understanding and knowledge regarding immune microenvironment characteristics and promotes the development of therapeutic interventions.
引用
收藏
页码:2393 / 2407
页数:15
相关论文
共 50 条
  • [1] Characterization of cuproptosis identified immune microenvironment and prognosis in acute myeloid leukemia
    Dongmei Luo
    Songyang Liu
    Jie Luo
    Hong Chen
    Zherou He
    Zicheng Gao
    Ziyu Wen
    Xiaoli Liu
    Na Xu
    Clinical and Translational Oncology, 2023, 25 : 2393 - 2407
  • [2] Prediction of acute myeloid leukemia prognosis based on autophagy features and characterization of its immune microenvironment
    Zhu, Chaoqun
    Feng, Xiangyan
    Tong, Lanxin
    Mu, Peizheng
    Wang, Fei
    Quan, Wei
    Dong, Yucui
    Zhu, Xiao
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [3] Prognosis and Characterization of Immune Microenvironment in Acute Myeloid Leukemia Through Identification of an Autophagy-Related Signature
    Fu, Denggang
    Zhang, Biyu
    Wu, Shiyong
    Zhang, Yinghua
    Xie, Jingwu
    Ning, Wangbin
    Jiang, Hua
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [4] Redirecting the Immune Microenvironment in Acute Myeloid Leukemia
    Sendker, Stephanie
    Reinhardt, Dirk
    Niktoreh, Naghmeh
    CANCERS, 2021, 13 (06) : 1 - 20
  • [5] Comprehensive characterization of immunogenic cell death in acute myeloid leukemia revealing the association with prognosis and tumor immune microenvironment
    Chen, Yongyu
    Qiu, Xue
    Liu, Rongrong
    BMC MEDICAL GENOMICS, 2024, 17 (01)
  • [6] Cuproptosis-related lncRNAs forecast the prognosis of acute myeloid leukemia
    Zhang, Tong
    Liao, Danying
    Hu, Yu
    TRANSLATIONAL CANCER RESEARCH, 2023, 12 (05) : 1175 - +
  • [7] Aging-related genes related to the prognosis and the immune microenvironment of acute myeloid leukemia
    Dongxu Gang
    Yinyan Jiang
    Xiaofang Wang
    Jifan Zhou
    Xiaoyuan Zhang
    Xiaoyu He
    Rujiao Dong
    Ziyang Huang
    Songfu Jiang
    Clinical and Translational Oncology, 2023, 25 : 2991 - 3005
  • [8] Aging-related genes related to the prognosis and the immune microenvironment of acute myeloid leukemia
    Gang, Dongxu
    Jiang, Yinyan
    Wang, Xiaofang
    Zhou, Jifan
    Zhang, Xiaoyuan
    He, Xiaoyu
    Dong, Rujiao
    Huang, Ziyang
    Jiang, Songfu
    CLINICAL & TRANSLATIONAL ONCOLOGY, 2023, 25 (10): : 2991 - 3005
  • [9] The pyroptosis-related gene signature predicts prognosis and reveals characterization of the tumor immune microenvironment in acute myeloid leukemia
    Zhou, Tao
    Qian, Kai
    Li, Yun-Yun
    Cai, Wen-Ke
    Yin, Sun-Jun
    Wang, Ping
    He, Gong-Hao
    FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [10] Defining the Immune Microenvironment in Patients with Acute Myeloid Leukemia
    Lamble, Adam
    Kosaka, Yoko
    Lo, Pierrette
    Huang, Fei
    Sasser, Kate
    Tognon, Cristina E.
    Loriaux, Marc
    Tyner, Jeffrey W.
    Druker, Brian J.
    Lind, Evan F.
    BLOOD, 2015, 126 (23)