CD36-BATF2\MYB Axis Predicts Anti-PD-1 Immunotherapy Response in Gastric Cancer

被引:10
作者
Jiang, Qiuyu [1 ]
Chen, Zhixue [1 ]
Meng, Fansheng [2 ]
Zhang, Hao [3 ,4 ,5 ]
Chen, He [1 ]
Xue, Jindan [6 ]
Shen, Xizhong [1 ]
Liu, Tianshu [7 ]
Dong, Ling [1 ]
Zhang, Si [8 ]
Xue, Ruyi [1 ,9 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Shanghai Inst Liver Dis, Dept Gastroenterol & Hepatol, Shanghai 200032, Peoples R China
[2] Fudan Univ, Zhongshan Hosp, Liver Canc Inst, Shanghai 200032, Peoples R China
[3] Fudan Univ, Minhang Hosp, Dept Oncol, Shanghai, Peoples R China
[4] Fudan Univ, Minhang Hosp, Key Lab Whole Period Monitoring & Precise Interven, Shanghai, Peoples R China
[5] Fudan Univ, AHS, Shanghai, Peoples R China
[6] Anhui Univ Sci & Technol, Sch Med, Hefei 232000, Anhui, Peoples R China
[7] Fudan Univ, Zhongshan Hosp, Dept Med Oncol, Shanghai 200032, Peoples R China
[8] Fudan Univ, Sch Basic Med Sci, Dept Biochem & Mol Biol, NHC Key Lab Glycoconjugate Res, Shanghai 200032, Peoples R China
[9] Fudan Univ, Zhongshan Hosp, Wusong Branch, Shanghai Baoshan Dist Wusong Cent Hosp, Shanghai 200940, Peoples R China
来源
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES | 2023年 / 19卷 / 14期
关键词
Gastric cancer; Immune cell related genes; Prognosis; Risk signature; Activated CD4+memory T cells; Immunotherapy; IMMUNE CELLS; CHIP-SEQ; EXPRESSION; INNATE;
D O I
10.7150/ijbs.87635
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Despite the utilization of anti-PD-1 therapy in gastric cancer (GC), the absence of a reliable predictive biomarker continues to pose a challenge. In this study, we utilized bioinformatic analysis and immunohistochemistry to develop a prediction model for activated CD4+ memory T cells, considering both mRNA and protein levels. An elevation of activated CD4+ memory T cells in GC was noted, which exhibited a strong association with the patients' overall survival. By utilizing WGCNA and DEG analysis, we discovered that BATF2, MYB, and CD36 are genes that exhibit differential expression and are linked to activated CD4+ memory T cells. Afterwards, a forecast model was built utilizing Stepwise regression and immunohistochemistry relying on the three genes. The model's high-risk score showed significant associations with a suppressive immune microenvironment. Moreover, our model exhibited encouraging prognostic value and superior performance in predicting response to immune checkpoint blockade therapy compared with the conventional CD8+PD-L1 model. In terms of mechanism, CD36 could function as a receptor upstream that identifies Helicobacter pylori and fatty acids. This recognition then results in the reduction of the BATF2-MYB protein complex and subsequent alterations in the transcription of genes associated with classical T cell activation. As a result, the activation state of CD4+ memory T cells is ultimately suppressed. The CD36-BATF2/MYB signature serves as a robust predictor of anti-PD-1 immunotherapy response in GC.
引用
收藏
页码:4476 / 4492
页数:17
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