A prognosis model for predicting immunotherapy response of esophageal cancer based on oxidative stress-related signatures

被引:4
作者
Guo, Jing [1 ]
Tong, Changyong [1 ]
Shi, Jianguang
Li, Xinjian [1 ]
Chen, Xueqin [2 ]
机构
[1] Ningbo Univ, Affiliated Hosp 1, Dept Thorac Surg, Ningbo, Peoples R China
[2] Ningbo Univ, Affiliated Hosp 1, Dept Chinese Tradit Med, Ningbo, Peoples R China
关键词
Esophageal carcinoma; OS; Prognosis; Risk markers; Immune cell infiltration; RISK-FACTORS; CELLS;
D O I
10.32604/or.2023.030969
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Oxidative stress (OS) is intimately associated with tumorigenesis and has been considered a potential therapeutic strategy. However, the OS-associated therapeutic target for esophageal squamous cell carcinoma (ESCC) remains unconfirmed. In our study, gene expression data of ESCC and clinical information from public databases were downloaded. Through LASSO-Cox regression analysis, a risk score (RS) signature map of prognosis was constructed and performed external verification with the GSE53625 cohort. The ESTIMATE, xCell, CIBERSORT, TIMER, and ImmuCellAI algorithms were employed to analyze infiltrating immune cells and generate an immune microenvironment (IM). Afterward, functional enrichment analysis clarified the underlying mechanism of the model. Nomogram was utilized for forecasting the survival rate of individual ESCC cases. As a result, we successfully constructed an OS-related genes (OSRGs) model and found that the survival rate of high-risk groups was lower than that of low-risk groups. The AUC of the ROC verified the strong prediction performance of the signal in these two cohorts further. According to independent prognostic analysis, the RS was identified as an independent risk factor for ESCC. The nomogram and follow-up data revealed that the RS possesses favorable predictive value for the prognosis of ESCC patients. qRT-PCR detection demonstrated increased expression of MPC1, COX6C, CYB5R3, CASP7, and CYCS in esophageal cancer patients. In conclusion, we have constructed an OSRGs model for ESCC to predict patients' prognosis, offering a novel insight into the potential application of the OSRGs model in ESCC.
引用
收藏
页码:199 / 212
页数:14
相关论文
共 31 条
[1]   Tumor Microenvironment [J].
Arneth, Borros .
MEDICINA-LITHUANIA, 2020, 56 (01)
[2]   MPC1 deletion is associated with poor prognosis and temozolomide resistance in glioblastoma [J].
Chai, Yi ;
Wang, Caixia ;
Liu, Wei ;
Fan, Yanghua ;
Zhang, Yuqi .
JOURNAL OF NEURO-ONCOLOGY, 2019, 144 (02) :293-301
[3]   Overexpression of caspase 7 is ERα dependent to affect proliferation and cell growth in breast cancer cells by targeting p21Cip [J].
Chaudhary, S. ;
Madhukrishna, B. ;
Adhya, A. K. ;
Keshari, S. ;
Mishra, S. K. .
ONCOGENESIS, 2016, 5 :e219-e219
[4]   Oxidative stress in chronic kidney disease [J].
Daenen, Kristien ;
Andries, Asmin ;
Mekahli, Djalila ;
Van Schepdael, Ann ;
Jouret, Francois ;
Bammens, Bert .
PEDIATRIC NEPHROLOGY, 2019, 34 (06) :975-991
[5]   Esophageal cancer: Risk factors, screening and endoscopic treatment in Western and Eastern countries [J].
Domper Arnal, Maria Jose ;
Ferrandez Arenas, Angel ;
Lanas Arbeloa, Angel .
WORLD JOURNAL OF GASTROENTEROLOGY, 2015, 21 (26) :7933-7943
[6]   Cancer incidence and mortality patterns in Europe: Estimates for 40 countries in 2012 [J].
Ferlay, J. ;
Steliarova-Foucher, E. ;
Lortet-Tieulent, J. ;
Rosso, S. ;
Coebergh, J. W. W. ;
Comber, H. ;
Forman, D. ;
Bray, F. .
EUROPEAN JOURNAL OF CANCER, 2013, 49 (06) :1374-1403
[7]   Targeting oxidative stress in disease: promise and limitations of antioxidant therapy [J].
Forman, Henry Jay ;
Zhang, Hongqiao .
NATURE REVIEWS DRUG DISCOVERY, 2021, 20 (09) :689-709
[8]   The Tumor Microenvironment Innately Modulates Cancer Progression [J].
Hinshaw, Dominique C. ;
Shevde, Lalita A. .
CANCER RESEARCH, 2019, 79 (18) :4557-4566
[9]   Esophageal cancer: Risk factors, genetic association, and treatment [J].
Huang, Fang-Liang ;
Yu, Sheng-Jie .
ASIAN JOURNAL OF SURGERY, 2018, 41 (03) :210-215
[10]   Tumor Microenvironment as A "Game Changer" in Cancer Radiotherapy [J].
Jarosz-Biej, Magdalena ;
Smolarczyk, Ryszard ;
Cichon, Tomasz ;
Kulach, Natalia .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (13)