Dissecting the molecular profiling and tumor immune microenvironment of three subtypes of esophageal cancer

被引:3
作者
Yu, Chaoqun [1 ]
Xi, Yong [1 ]
Zhang, Peng [2 ]
He, Ningning [1 ]
Shen, Weiyu [1 ,3 ]
机构
[1] Ningbo Univ, Ningbo Med Ctr, Dept Thorac Surg, Lihuili Hosp, Ningbo, Zhejiang, Peoples R China
[2] Hubei Univ Med, Taihe Hosp, Dept Gen Surg, Shiyan, Peoples R China
[3] Ningbo Univ, Ningbo Med Ctr, Dept Thorac Surg, Lihuili Hosp, Ningbo 315040, Zhejiang, Peoples R China
关键词
cancer subtype; drug sensitivity; esophageal cancer; immune microenvironment; prognosis; SIGNALING PATHWAYS; EXPRESSION; DLG5;
D O I
10.1002/jgm.3482
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundGreat improvements have been made in the prognosis of esophageal cancer (ESCA) with the application of chemotherapy and immunotherapy. However, the majority of cases remain resistant to these regimens. Hence there is an urgent need to characterize the subtypes of ESCA with favorable survival outcome and drug responsiveness. MethodsWe characterized the malignant cells of ESCA and explored their communication with immune cells using the Cellchat algorithm. The ligand-receptor interaction pairs were then used as inputting information to identify the subtypes of ESCA by unsupervised clustering analysis. Further investigation aimed to dissect the different patterns of tumor immune microenvironment (TIME), tumor mutation burden, immunotherapy responsiveness and drug sensitivity among the various subtypes of ESCA. A nomogram was also constructed to predict the survival rate of ESCA patients by conducting Cox regression and decision curve analysis. ResultsThree subtypes were identified based on the ligand-receptor interaction pairs. Patients in cluster 2 showed a longer survival time and less likelihood of response to immunotherapy compared with cluster 1 or 3. Eight hub genes were screened to construct a prognostic signature, which can stratify patients well into high- and low-risk groups with distinct survival outcomes and drug sensitivities. The nomogram showed quite good performance in predicting patient survival rates of 1 and 3 years. ConclusionThis study characterized the molecular profiling and TIME patterns of three subtypes of ESCA. The relative findings will provide emergent insights for the treatment of ESCA.
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页数:14
相关论文
共 35 条
[1]   Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade [J].
Charoentong, Pornpimol ;
Finotello, Francesca ;
Angelova, Mihaela ;
Mayer, Clemens ;
Efremova, Mirjana ;
Rieder, Dietmar ;
Hackl, Hubert ;
Trajanoski, Zlatko .
CELL REPORTS, 2017, 18 (01) :248-262
[2]   Decreased expression of Dlg5 is associated with a poor prognosis and epithelial-mesenchymal transition in squamous cell lung cancer [J].
Che, Juanjuan ;
Wang, Jing ;
Li, Huihui ;
Zhen, Hongchao ;
Shang, Kun ;
Yang, Yan ;
Cao, Bangwei .
JOURNAL OF THORACIC DISEASE, 2021, 13 (05) :3115-3125
[3]  
Chen N, 2021, Nan Fang Yi Ke Da Xue Xue Bao, V41, P1310, DOI 10.12122/j.issn.1673-4254.2021.09.04
[4]   Aberrant fatty acid profile and FFAR4 signaling confer endocrine resistance in breast cancer [J].
Chu, Xiao ;
Zhou, Qi ;
Xu, Yingchun ;
Jiang, Jingting ;
Li, Qing ;
Zhou, Qianjun ;
Wu, Qiong ;
Jin, Min ;
Wang, Hui ;
Gu, Yuting ;
Wang, Xue ;
Wang, Bei ;
He, Songbing ;
He, Xiaozhou ;
Wu, Changping ;
Zhang, Fengchun ;
Zhang, Yanyun .
JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2019, 38 (1)
[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]   Immune regulation of poly unsaturated fatty acids and free fatty acid receptor 4 [J].
Duah, Maxwell ;
Zhang, Kexin ;
Liang, Yiwen ;
Ayarick, Vivian Adiila ;
Xu, Kailin ;
Pan, Bin .
JOURNAL OF NUTRITIONAL BIOCHEMISTRY, 2023, 112
[7]   Medical progress - Esophageal cancer [J].
Enzinger, PC ;
Mayer, RJ .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (23) :2241-2252
[8]   Regularization Paths for Generalized Linear Models via Coordinate Descent [J].
Friedman, Jerome ;
Hastie, Trevor ;
Tibshirani, Rob .
JOURNAL OF STATISTICAL SOFTWARE, 2010, 33 (01) :1-22
[9]   Interferon Receptor Signaling Pathways Regulating PD-L1 and PD-L2 Expression [J].
Garcia-Diaz, Angel ;
Shin, Daniel Sanghoon ;
Moreno, Blanca Homet ;
Saco, Justin ;
Escuin-Ordinas, Helena ;
Rodriguez, Gabriel Abril ;
Zaretsky, Jesse M. ;
Sun, Lu ;
Hugo, Willy ;
Wang, Xiaoyan ;
Parisi, Giulia ;
Saus, Cristina Puig ;
Torrejon, Davis Y. ;
Graeber, Thomas G. ;
Comin-Anduix, Begonya ;
Hu-Lieskovan, Siwen ;
Damoiseaux, Robert ;
Lo, Roger S. ;
Ribas, Antoni .
CELL REPORTS, 2017, 19 (06) :1189-1201
[10]   pRRophetic: An R Package for Prediction of Clinical Chemotherapeutic Response from Tumor Gene Expression Levels [J].
Geeleher, Paul ;
Cox, Nancy ;
Huang, R. Stephanie .
PLOS ONE, 2014, 9 (09)