Cuproptosis Regulates Microenvironment and Affects Prognosis in Prostate Cancer

被引:10
作者
Li, Chao [1 ]
Xiao, Yongqiang [1 ]
Cao, Heran [1 ]
Chen, Yan [1 ]
Li, Shen [1 ]
Yin, Fengchao [1 ]
机构
[1] Shijiazhuang Peoples Hosp, Dept Urol, 9 Fangbei Rd, Shijiazhuang 050011, Hebei, Peoples R China
关键词
Cuprotosis; Immunotherapy; Prognosis; Immune microenvironment; NONCODING RNA SIGNATURE; COPPER; IMMUNOTHERAPY;
D O I
10.1007/s12011-023-03668-2
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Current immunotherapy for prostate cancer is still in the stage of clinical trials. This delay is thought to be caused by an unclear regulatory mechanism of the immune microenvironment, which makes it impossible to distinguish patients suitable for immunotherapy. Cuprotosis may be related to the heterogeneity of immune microenvironment, which was regarded as a new copper-dependent cell death mode, was proposed, and gain attention. We explored for the first time the relationship between cuprotosis and the immune microenvironment of prostate cancer and constructed cuprotosis score. RNA sequencing data sets for prostate cancer were downloaded from public databases. Consensus clustering was applied to distinguish cuprotosis phenotype based on the expression of cuproptosis-related genes (CRGs) identified as prognostic factors. Genomic phenotypes of CRG clusters were depicted via consensus clustering. Cuprotosis score was established on the basis of differentially expressed genes (DEGs) identified as prognostic factors via principal component analysis. Cuprotosis score = the first principal component of prognostic factors + the second principal component of prognostic factors. The value of cuproptosis score in predicting prognosis and immunotherapy response was evaluated. PDHA1 (HR = 3.86, P < 0.001) and GLS (HR = 1.75, P = 0.018) were risk factors for prognosis of prostate cancer patients, while DBT (HR = 0.66, P = 0.048) was a favorable factor for prognosis of prostate cancer patients. CRG clusters had different prognosis and immune cell infiltration. So as gene clusters. Prostate cancer patients with low cuprotosis score showed better prognosis for biochemical relapse-free survival. Cuprotosis score is accompanied with high immune score and Gleason score. As cuprotosis genes, PDHA1, GLS, and DBT were identified as independent prognostic factors of prostate cancer. Cuprotosis score was established via principal component analysis of PDHA1, GLS, and DBT, which can be used as a predictor of prognosis and immunotherapy response of prostate cancer patients, and can characterize immune cells infiltration in tumors. Cuproptosis was involved in the regulation of immune microenvironment, which may depend on the effect of tricarboxylic acid cycle. Our study provided clues to reveal the relationship between copper death and immune microenvironment, highlighted the clinical significance of cuproptosis, and provided a reference for the development of personalized immunotherapy.
引用
收藏
页码:99 / 110
页数:12
相关论文
共 45 条
[1]   Cancer and the Immune System: The History and Background of Immunotherapy [J].
Abbott, Maura ;
Ustoyev, Yelena .
SEMINARS IN ONCOLOGY NURSING, 2019, 35 (05)
[2]   Metastatic Prostate Cancer: Treatment Options [J].
Achard, Verane ;
Putora, Paul Martin ;
Omlin, Aurelius ;
Zilli, Thomas ;
Fischer, Stefanie .
ONCOLOGY, 2021, :48-59
[3]   A Novel Cuproptosis-Related Prognostic Gene Signature and Validation of Differential Expression in Clear Cell Renal Cell Carcinoma [J].
Bian, Zilong ;
Fan, Rong ;
Xie, Lingmin .
GENES, 2022, 13 (05)
[4]   Revisiting Immunotherapy: A Focus on Prostate Cancer [J].
Cha, Ha-Ram ;
Lee, Joo Hyoung ;
Ponnazhagan, Selvarangan .
CANCER RESEARCH, 2020, 80 (08) :1615-1623
[5]   Immunotherapy for Metastatic Prostate Cancer: Current and Emerging Treatment Options [J].
Chakravarty, Dimple ;
Huang, Li ;
Kahn, Matthew ;
Tewari, Ashutosh K. .
UROLOGIC CLINICS OF NORTH AMERICA, 2020, 47 (04) :487-510
[6]   Identification and Validation of Cuproptosis-Related Prognostic Signature and Associated Regulatory Axis in Uterine Corpus Endometrial Carcinoma [J].
Chen, Yun .
FRONTIERS IN GENETICS, 2022, 13
[7]   Novel cuproptosis-related long non-coding RNA signature to predict prognosis in prostate carcinoma [J].
Cheng, Xiaofeng ;
Zeng, Zhenhao ;
Yang, Heng ;
Chen, Yujun ;
Liu, Yifu ;
Zhou, Xiaochen ;
Zhang, Cheng ;
Wang, Gongxian .
BMC CANCER, 2023, 23 (01)
[8]   Cuproptosis: Cellular and molecular mechanisms underlying copper-induced cell death [J].
Cobine, Paul A. ;
Brady, Donita C. .
MOLECULAR CELL, 2022, 82 (10) :1786-1787
[9]   Direct Measurement of ATP7B Peptides Is Highly Effective in the Diagnosis of Wilson Disease [J].
Collins, Christopher J. ;
Yi, Fan ;
Dayuha, Remwilyn ;
Duong, Phi ;
Horslen, Simon ;
Camarata, Michelle ;
Coskun, Ayse K. ;
Houwen, Roderick H. J. ;
Pop, Tudor L. ;
Zoller, Heinz ;
Yoo, Han-Wook ;
Jung, Sung Won ;
Weiss, Karl H. ;
Schilsky, Michael L. ;
Ferenci, Peter ;
Hahn, Si Houn .
GASTROENTEROLOGY, 2021, 160 (07) :2367-+
[10]   Altered copper homeostasis underlies sensitivity of hepatocellular carcinoma to copper chelation [J].
Davis, Caroline, I ;
Gu, Xingxing ;
Kiefer, Ryan M. ;
Ralle, Martina ;
Gade, Terence P. ;
Brady, Donita C. .
METALLOMICS, 2020, 12 (12) :1995-2008