Prediction model of clinical prognosis and immunotherapy efficacy of gastric cancer based on level of expression of cuproptosis-related genes

被引:7
作者
Zhao, Bo [1 ]
Wu, Wei [2 ]
Liang, Liang [1 ]
Cai, Xiaoyong [1 ]
Chen, Yongjun [1 ]
Tang, Weizhong [3 ]
机构
[1] Guangxi Med Univ, Affiliated Hosp 1, Dept Gen Surg, Nanning 530021, Peoples R China
[2] Guangxi Univ Chinese Med, Affiliated Hosp 1, Dept Gastrointestinal Surg, Nanning 530021, Peoples R China
[3] Guangxi Med Univ, Canc Hosp, Guangxi Clin Res Ctr Colorectal Canc, Dept Gastrointestinal Surg, Nanning 530021, Peoples R China
关键词
Cuproptosis; LncRNA prognostic model; Gastric carcinoma; Tumor microenvironment; COPPER; STRESS;
D O I
10.1016/j.heliyon.2023.e19035
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Gastric cancer is one of the most common malignancies in the world and ranks fourth among cancer-related causes of death. Gastric adenocarcinoma is the most common pathological type of gastric cancer; usually, this tumor is associated with distant metastasis upon first diagnosis and has a poor prognosis. Cuproptosis is a novel mechanism of cell death induced by copper, and is closely related to tumor progression, prognosis and immune response. However, the role of cuproptosis-related genes (CRGs) in the tumor microenvironment (TME) of gastric cancer has yet to be elucidated.Methods: Gastric adenocarcinoma data were downloaded from the Cancer Genome Atlas (TCGA) database. Through bioinformatics analysis, a risk scoring model was constructed from cuproptosis gene-related lncRNA. Then, we investigated the relationship between prognosis and the TIME of gastric cancer according to clinical characteristics and risk score. Results: Validation of the model showed that the overall survival (OS) of the high-risk group was significantly lower than that of the low-risk group (P < 0.001) and that the risk score was an independent predictor of prognosis (P < 0.001). The new model was significantly correlated with the prognosis and TIME of patients with gastric cancer, including immune cell infiltration, tumor mutation burden (TMB) score, targeted drug sensitivity, and immune checkpoint gene expression. In addition, a prognostic nomogram was established based on the risk score (AC008915.2, AC011005.4, AC023511.1, AC139792.1, AL355312.2, LINC01094 and LINC02476).Conclusion: Our analysis revealed that the prognostic model of cuproptosis-related genes could effectively predict the prognosis of patients with gastric cancer and comprehensively establish the relationship between cuproptosis genes and tumor immunity. This may provide a new strategy for the precise treatment of gastric cancer.
引用
收藏
页数:16
相关论文
共 32 条
[1]  
Anderson NM, 2020, CURR BIOL, V30, pR921, DOI 10.1016/j.cub.2020.06.081
[2]   Defining the human copper proteome and analysis of its expression variation in cancers [J].
Blockhuys, S. ;
Celauro, E. ;
Hildesjo, C. ;
Feizi, A. ;
Stal, O. ;
Fierro-Gonzalez, J. C. ;
Wittung-Stafshede, P. .
METALLOMICS, 2017, 9 (02) :112-123
[3]   Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples [J].
Cibulskis, Kristian ;
Lawrence, Michael S. ;
Carter, Scott L. ;
Sivachenko, Andrey ;
Jaffe, David ;
Sougnez, Carrie ;
Gabriel, Stacey ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2013, 31 (03) :213-219
[4]   RETRACTED: LINC02476 Promotes the Malignant Phenotype of Hepatocellular Carcinoma by Sponging miR-497 and Increasing HMGA2 Expression (Retracted Article) [J].
Duan, Yuxia ;
Zhao, Mengjing ;
Jiang, Mengmeng ;
Li, Zhi ;
Ni, Caifang .
ONCOTARGETS AND THERAPY, 2020, 13 :2701-2710
[5]   Naringenin induces intrinsic and extrinsic apoptotic signaling pathways in cancer cells: A systematic review and meta-analysis of in vitro and in vivo data [J].
Faramarzi, Fatemeh ;
Alimohammadi, Mina ;
Rahimi, Ali ;
Alizadeh-Navaei, Reza ;
Shakib, Reza Jafari ;
Rafiei, Alireza .
NUTRITION RESEARCH, 2022, 105 :33-52
[6]   Melatonin and endoplasmic reticulum stress: relation to autophagy and apoptosis [J].
Fernandez, Anna ;
Ordonez, Raquel ;
Reiter, Russel J. ;
Gonzalez-Gallego, Javier ;
Mauriz, Jose L. .
JOURNAL OF PINEAL RESEARCH, 2015, 59 (03) :292-307
[7]   GeneMANIA update 2018 [J].
Franz, Max ;
Rodriguez, Harold ;
Lopes, Christian ;
Zuberi, Khalid ;
Montojo, Jason ;
Bader, Gary D. ;
Morris, Quaid .
NUCLEIC ACIDS RESEARCH, 2018, 46 (W1) :W60-W64
[8]   Connecting copper and cancer: from transition metal signalling to metalloplasia [J].
Ge, Eva J. ;
Bush, Ashley I. ;
Casini, Angela ;
Cobine, Paul A. ;
Cross, Justin R. ;
DeNicola, Gina M. ;
Dou, Q. Ping ;
Franz, Katherine J. ;
Gohil, Vishal M. ;
Gupta, Sanjeev ;
Kaler, Stephen G. ;
Lutsenko, Svetlana ;
Mittal, Vivek ;
Petris, Michael J. ;
Polishchuk, Roman ;
Ralle, Martina ;
Schilsky, Michael L. ;
Tonks, Nicholas K. ;
Vahdat, Linda T. ;
Van Aelst, Linda ;
Xi, Dan ;
Yuan, Peng ;
Brady, Donita C. ;
Chang, Christopher J. .
NATURE REVIEWS CANCER, 2022, 22 (02) :102-113
[9]   Visualizing and interpreting cancer genomics data via the Xena platform [J].
Goldman, Mary J. ;
Craft, Brian ;
Hastie, Mim ;
Repecka, Kristupas ;
McDade, Fran ;
Kamath, Akhil ;
Banerjee, Ayan ;
Luo, Yunhai ;
Rogers, Dave ;
Brooks, Angela N. ;
Zhu, Jingchun ;
Haussler, David .
NATURE BIOTECHNOLOGY, 2020, 38 (06) :675-678
[10]   Elevated copper and oxidative stress in cancer cells as a target for cancer treatment [J].
Gupte, Anshul ;
Mumper, Russell J. .
CANCER TREATMENT REVIEWS, 2009, 35 (01) :32-46