A novel cuproptosis-related gene signature of prognosis and immune microenvironment in head and neck squamous cell carcinoma cancer

被引:17
作者
Jiang, Xu [1 ,2 ]
Ke, Jing [1 ,2 ,3 ]
Jia, Lifeng [1 ,2 ]
An, Xiang [1 ,2 ]
Ma, Haiyu [1 ,2 ]
Li, Zhongwan [1 ,2 ]
Yuan, Wei [1 ,2 ,3 ]
机构
[1] Chongqing Gen Hosp, Dept Otorhinolaryngol Head & Neck Surg, 118 Xingguang Ave, Chongqing 401147, Peoples R China
[2] Univ Chinese Acad Sci SCAS Chongqing, Chongqing Hosp, Dept Otorhinolaryngol Head & Neck Surg, Chongqing, Peoples R China
[3] Chongqing Med Univ, Chongqing, Peoples R China
关键词
Cuproptosis; HNSCC; Risk model; Overall survival; Immune infiltration; COPPER; EXPRESSION; DEATH; MUTATIONS;
D O I
10.1007/s00432-022-04471-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Cuproptosis is a novel form of cell death that is highly related to mitochondrial metabolism and mediated by protein lipoacetylation. This study systematically assessed the differential expression and genetic alterations of cuproptosis-related genes (CRGs) in head and neck squamous-cell carcinoma (HNSCC) and constructed CRG risk models to predict survival in patients with HNSCC. Methods We investigated the expression of 19 CRGs in HNSCC and noncancerous tissues, and the relationship between mutation load, immune infiltration, and clinical features was examined based on data from public databases. CRG risk models were constructed by univariate Cox analysis and lasso regression and validated by independent datasets for their accuracy in predicting survival outcomes in patients with HNSCC. The expression distribution of CRGs in HNSCC cells was further explored in the HNSCC single-cell sequencing dataset. Results NFE2L2, ATP7A, FDX1, LIAS, DLD, DLAT, PDHB, MTF1 and DBT were highly expressed in noncancerous samples, while GLS, CDKN2A and DLST were highly expressed in HNSCC samples (p < 0.05). Gene copy number variation frequency (CNV) revealed CDKN2A, FDX1 and DLAT copy number deletions and LIPT2 and NFE2L2 copy number increases. Ten CRGs were used to construct a risk model to predict overall survival (OS) in HNSCC, yielding reduced OS in the high-risk group compared to the low-risk group, training group (p = 9.733e - 05), and testing group (p = 0.040). The CRG risk model was significantly correlated with various immune cells, regulatory T cells (Tregs) and memory B cells were significantly negatively correlated (p = 0.027, p = 0.00084), and resting CD4 memory T cells was significantly positively correlated (p = 9e - 04). Most CRGs significantly affected the clinical characteristics of HNSCC. NFE2L2, SLC31A1, PDHA1, CDKN2A and DBT were highly expressed in epithelial cells of HNSCC, while SLC31A1, DBT and NFE2L2 were highly expressed in T cells, and SLC31A1 in B cells. In monocytes, NFE2L2, SLC31A1 and PDHA1 were highly expressed. Conclusion The CRG risk model can be used as a potential prognostic factor for HNSCC patients and may provide new insights into cancer treatment from the perspective of copper metabolism.
引用
收藏
页码:203 / 218
页数:16
相关论文
共 41 条
  • [1] Johnson Daniel E, 2020, Nat Rev Dis Primers, V6, P92, DOI [10.1038/s41572-020-00233-2, 10.1038/s41572-020-00224-3]
  • [2] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [3] Copper bioavailability is a KRAS-specific vulnerability in colorectal cancer
    Aubert, Leo
    Nandagopal, Neethi
    Steinhart, Zachary
    Lavoie, Genevieve
    Nourreddine, Sami
    Berman, Jacob
    Saba-El-Leil, Marc K.
    Papadopoli, David
    Lin, Sichun
    Hart, Traver
    Macleod, Graham
    Topisirovic, Ivan
    Gaboury, Louis
    Fahrni, Christoph J.
    Schramek, Daniel
    Meloche, Sylvain
    Angers, Stephane
    Roux, Philippe P.
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)
  • [4] Changes in the Serum Levels of Trace Elements Before and After the Operation in Thyroid Cancer Patients
    Baltaci, Abdulkerim Kasim
    Dundar, Tugrul Kadir
    Aksoy, Faruk
    Mogulkoc, Rasim
    [J]. BIOLOGICAL TRACE ELEMENT RESEARCH, 2017, 175 (01) : 57 - 64
  • [5] Whole-Genome mRNA Expression Profiling Identifies Functional and Prognostic Signatures in Patients with Mesenchymal Glioblastoma Multiforme
    Bao, Zhao-Shi
    Zhang, Chuan-Bao
    Wang, Hong-Jun
    Yan, Wei
    Liu, Yan-Wei
    Li, Ming-Yang
    Zhang, Wei
    [J]. CNS NEUROSCIENCE & THERAPEUTICS, 2013, 19 (09) : 714 - 720
  • [6] Defining the human copper proteome and analysis of its expression variation in cancers
    Blockhuys, S.
    Celauro, E.
    Hildesjo, C.
    Feizi, A.
    Stal, O.
    Fierro-Gonzalez, J. C.
    Wittung-Stafshede, P.
    [J]. METALLOMICS, 2017, 9 (02) : 112 - 123
  • [7] Copper Chelation Inhibits BRAFV600E-Driven Melanomagenesis and Counters Resistance to BRAFV600E and MEK1/2 Inhibitors
    Brady, Donita C.
    Crowe, Matthew S.
    Greenberg, Danielle N.
    Counter, Christopher M.
    [J]. CANCER RESEARCH, 2017, 77 (22) : 6240 - 6252
  • [8] Metal dyshomeostasis based biomarkers of lung cancer using human biofluids
    Callejon-Leblic, Belen
    Luis Gomez-Ariza, Jose
    Pereira-Vega, Antonio
    Garcia-Barrera, Tamara
    [J]. METALLOMICS, 2018, 10 (10) : 1444 - 1451
  • [9] Disulfiram, a clinically used anti-alcoholism drug and copper-binding agent, induces apoptotic cell death in breast cancer cultures and xenografts via inhibition of the proteasome activity
    Chen, Di
    Cui, Qiuzhi Cindy
    Yang, Huanjie
    Dou, Q. Ping
    [J]. CANCER RESEARCH, 2006, 66 (21) : 10425 - 10433
  • [10] Serum copper and zinc levels and the risk of oral cancer: A new insight based on large-scale case-control study
    Chen, Fa
    Wang, Jing
    Chen, Jinfa
    Yan, Lingjun
    Hu, Zhijian
    Wu, Junfeng
    Bao, Xiaodan
    Lin, Liangkun
    Wang, Rui
    Cai, Lin
    Lin, Lisong
    Qiu, Yu
    Liu, Fengqiong
    He, Baochang
    [J]. ORAL DISEASES, 2019, 25 (01) : 80 - 86