Immune infiltration and immune gene signature predict the response to fluoropyrimidine-based chemotherapy in colorectal cancer patients

被引:21
|
作者
Mo, Xianwei [1 ,2 ]
Huang, Xiaoliang [1 ,2 ]
Feng, Yan [3 ]
Wei, Chunyin [1 ,2 ]
Liu, Haizhou [3 ]
Ru, Haiming [1 ,2 ]
Qin, Haiquan [1 ,2 ]
Lai, Hao [1 ,2 ]
Wu, Guo [1 ,2 ]
Xie, Weishun [1 ,2 ]
Jeen, Franco [1 ,2 ]
Lin, Yuan [1 ,2 ]
Liu, Jungang [1 ,2 ]
Tang, Weizhong [1 ,2 ]
机构
[1] Guangxi Med Univ, Canc Hosp, Dept Gastrointestinal Surg, Div Colorectal & Anal Surg, Nanning, Guangxi Zhuang, Peoples R China
[2] Guangxi Clin Res Ctr Colorectal Canc, Nanning, Guangxi Zhuang, Peoples R China
[3] Guangxi Med Univ, Canc Hosp, Dept Res, Nanning, Guangxi Zhuang, Peoples R China
来源
ONCOIMMUNOLOGY | 2020年 / 9卷 / 01期
基金
中国国家自然科学基金;
关键词
Colorectal cancer; fluoropyrimidine; immune-related-gene; tumor-infiltrating immune cells; ADJUVANT CHEMOTHERAPY; COLON-CANCER; MOLECULAR SUBTYPES; HIGH-RISK; T-CELLS; EXPRESSION; SURVIVAL; 5-FLUOROURACIL; POLARIZATION; EOSINOPHILS;
D O I
10.1080/2162402X.2020.1832347
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Fluoropyrimidine-based chemotherapy is an essential component of systemic chemotherapy for colorectal cancer (CRC). The immune response is implicated in chemotherapy-induced cytotoxicity. Here, we reported an immune risk (Imm-R) model for prognostic prediction in patients receiving fluoropyrimidine-based chemotherapy. Gene expression profiles and corresponding clinical information were collected from four data sets and divided into training set (n = 183) and validation set (validation set1: n = 34; validation set2: n = 99). The composition of 22 tumor-infiltrating immune cells (TIICs) populations was characterized with the CIBERSORT deconvolution algorithm. A prognostic Imm-R model for predicting overall survival was established by performing least absolute shrinkage and selection operator (LASSO) penalized COX regression analysis. T follicular helper cells and M0 macrophages were associated with better survival, while eosinophils were associated with worse survival. TIICs signature was constructed based on the above three immune cell types. Furthermore, a Imm-R model was created by integrating TIICs signature with immune-related genes (IRGs), which effectively in distinguishing CRC patients with poorer prognosis. The Imm-R model was associated with activation of the TGF-beta signaling and suppression of DNA damage. Results of this research provide new insights into the role of immunity for in fluoropyrimidine-based chemotherapy as well as a useful tools to predict the outcome of CRC patients receiving fluoropyrimidine-based chemotherapy.
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页数:15
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