Characterization of the Immune Cell Infiltration Landscape in Esophageal Squamous Cell Carcinoma

被引:6
|
作者
Sui, Zhilin [1 ]
Wu, Xianxian [2 ,3 ,4 ,5 ,6 ]
Du, Longde [5 ,6 ]
Wang, Han [6 ,7 ]
Yuan, Lijuan [6 ,7 ]
Zhang, Jian, V [2 ,3 ,4 ]
Yu, Zhentao [1 ,5 ,6 ]
机构
[1] Tianjin Med Univ Canc Inst & Hosp, Natl Clin Res Ctr Canc, Tianjins Clin Res Ctr Canc, Dept Esophageal Canc,Key Lab Canc Prevent & Thera, Tianjin, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Ctr Energy Metab & Reprod, Shenzhen, Peoples R China
[3] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen, Peoples R China
[4] Shenzhen Key Lab Metab Hlth, Shenzhen, Peoples R China
[5] Chinese Acad Med Sci & Peking Union Med Coll, Natl Canc Ctr, Dept Thorac, Natl Clin Res Ctr Canc,Canc Hosp, Shenzhen, Peoples R China
[6] Chinese Acad Med Sci & Peking Union Med Coll, Shenzhen Hosp, Shenzhen, Peoples R China
[7] Chinese Acad Med Sci & Peking Union Med Coll, Natl Canc Ctr, Dept Pathol, Natl Clin Res Ctr Canc,Canc Hosp, Shenzhen, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2022年 / 12卷
关键词
oesophageal squamous cell carcinoma; tumour microenvironment; immunotherapy; immune signatures; prognosis; IMMUNOTHERAPY; DYSFUNCTION; NIVOLUMAB; IMPACT;
D O I
10.3389/fonc.2022.879326
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundImmunotherapy has achieved remarkable efficacy in treating oesophageal squamous cell carcinoma (ESCC). However, this treatment has limited efficacy in some patients. An increasing number of evidence suggested that immune cells within the tumour microenvironment (TME) are strongly related to immunotherapy response and patient prognosis. Thus, the landscape of immune cell infiltration (ICI) in ESCC needs to be mapped. MethodsIn the study, the ICI pattern in 206 cases of ESCC was characterised by two algorithms, namely, CIBERSORT and single-sample gene set enrichment analysis (ssGSEA). The ICI score of each specimen was calculated by principal component analysis (PCA) according to ICI signature genes A (ICISGA) and B (ICISGB). The prognostic difference was evaluated by using the Kaplan-Meier method. The related pathways of ICI score were investigated by applying gene set enrichment analysis (GSEA). The R packages of 'regplot', 'timeROC' and 'rms' were applied for the construction of nomogram model. ResultThree TME subtypes were identified with no prognostic implication. A total of 333 differentially expressed genes (DEGs) among immune subtypes were determined, among which ICISGA and ICISGB were identified. Finally, ICI scores were constructed, and the patients were grouped into high or low ICI score group. Compared with the low ICI score group, the high ICI score group had better prognosis. GSEA revealed that the high ICI score group referred to multiple signalling pathways, including B cell receptor, Fc gamma R-mediated phagocytosis, NOD-like receptor and TGF-beta signalling pathways. In addition, the nomogram model was constructed to evaluate 1-, 3- and 5-year probability of death in an ESCC patient. The ROC and calibration curves indicated that the model has a good discrimination ability. ConclusionWe depicted a comprehensive ICI landscape in ESCC. ICI score may be used as a predictor of survival rate, which may be helpful for guiding immunotherapy in the future.
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页数:11
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