Establishment of an Immune Cell Infiltration Score to Help Predict the Prognosis and Chemotherapy Responsiveness of Gastric Cancer Patients

被引:32
|
作者
Jiang, Quan [1 ,2 ]
Sun, Jie [1 ]
Chen, Hao [1 ]
Ding, Chen [1 ]
Tang, Zhaoqing [1 ]
Ruan, Yuanyuan [3 ]
Liu, Fenglin [1 ]
Sun, Yihong [1 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Gen Surg, Shanghai, Peoples R China
[2] Fudan Univ, Human Phenome Inst, Shanghai, Peoples R China
[3] Fudan Univ, Sch Basic Med Sci, Dept Biochem & Mol Biol, Shanghai, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
基金
中国国家自然科学基金;
关键词
gastric cancer; immune cell infiltration; prognosis factors; chemotherapy; immunotherapy; EXPRESSION; IMMUNOTHERAPY; CHALLENGES; CARCINOMA; SURVIVAL; ANTIBODY; SAFETY;
D O I
10.3389/fonc.2021.650673
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The immune microenvironment plays a critical role in tumor biology. The molecular profiles of immune components and related genes are of tremendous value for the study of primary resistance to immune checkpoint blockers (ICBs) for gastric cancer (GC) and serve as prognostic biomarkers to predict GC survival. Recent studies have revealed that tumor immune cell infiltration (ICI) is an indicator of the survival and responsiveness to chemotherapy in GC patients. Here, we describe the immune cell landscape based on the ESTIMATE and CIBERSORT algorithms to help separate GC into 3 ICI clusters using the unsupervised clustering method. Further in-depth analyses, such as differential expression gene (DEG) analysis and principal component analysis (PCA), help to establish an ICI scoring system. A low ICI score is characterized by an increased tumor mutation burden (TMB). The combination of the ICI score and TMB score better predicts the survival of GC patients. Analyses based on public and our own database revealed that the ICI scoring system could also help predict the survival and chemotherapy responsiveness of GC patients. The present study demonstrated that the ICI score may be an effective prognostic biomarker and predictive indicator for chemotherapy and immunotherapy.
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收藏
页数:14
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