Th1 cells inducing IFNγ response improves immunotherapy efficacy in gastric cancer

被引:5
作者
Cao, Qi [1 ]
Xue, Ruidong [1 ]
Zhang, Ning [1 ,2 ,3 ]
机构
[1] Peking Univ First Hosp, Translat Canc Res Ctr, Beijing 100034, Peoples R China
[2] Peking Univ, Int Canc Inst, Hlth Sci Ctr, Beijing 100191, Peoples R China
[3] Yunnan Baiyao Grp, Kunming 650500, Peoples R China
基金
中国国家自然科学基金;
关键词
Gastric cancer; immunotherapy; Th1; cells; IFN & gamma; response; biomarkers; POOR-PROGNOSIS; MICROENVIRONMENT; METASTASIS; REVEALS;
D O I
10.21147/j.issn.1000-9604.2023.03.08
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objective: Cancer immunotherapy has made remarkable advances in recent years, but its effectiveness in treating gastric cancer is often limited by the complexity of the tumor microenvironment and the lack of effective biomarkers. This study aimed to identify effective biomarkers for immunotherapy treatment by characterizing the tumor microenvironment.Methods: We retrieved the RNA-seq data from gastric cancer patients treated with the programmed death 1 (PD-1) blockade pembrolizumab. Differentially expressed genes associated with clinical outcomes were identified and further analyzed using gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Gene signature scores were calculated by single sample Gene Set Enrichment Analysis (ssGSEA). The infiltration levels of immune cells were quantified using the xCell website. Cell type enrichment analysis was performed to compare treatment response and non-response groups, and regression analysis was used to investigate the relationship between interferon gamma (IFN?) immune response and immune cell infiltration. Biomarkers were identified using least absolute shrinkage and selection operator (LASSO) analysis.Results: Compared to normal tissues, cytokine activity and interleukin-6 production were highly activated in gastric tumors. Responders to pembrolizumab showed significantly up-regulated expression of IFN? response related genes. Cell type enrichment analysis revealed that Th1 cells were significantly enriched in the tumor microenvironment of responders. Regression analysis indicated that Th1 cells induced IFN? response more efficiently than other cell types. Using signatures of Th1 cells, stromal cells and IFN? response, a set of eight genes were identified that effectively predicted the efficacy of immunotherapy treatment and patient prognosis.Conclusions: Th1 cells promote therapeutic efficacy of PD-1 blockade by promoting IFN? immune response in gastric cancer. The identified biomarkers have the potential to improve the effectiveness of immunotherapy treatment for gastric cancer patients.
引用
收藏
页码:299 / +
页数:20
相关论文
共 58 条
[1]   IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[2]   Conserved pan-cancer microenvironment subtypes predict response to immunotherapy [J].
Bagaev, Alexander ;
Kotlov, Nikita ;
Nomie, Krystle ;
Svekolkin, Viktor ;
Gafurov, Azamat ;
Isaeva, Olga ;
Osokin, Nikita ;
Kozlov, Ivan ;
Frenkel, Felix ;
Gancharova, Olga ;
Almog, Nava ;
Tsiper, Maria ;
Ataullakhanov, Ravshan ;
Fowler, Nathan .
CANCER CELL, 2021, 39 (06) :845-+
[3]   Identification of Immunogenic MHC Class II Human HER3 Peptides that Mediate Anti-HER3 CD4+ Th1 Responses and Potential Use as a Cancer Vaccine [J].
Basu, Amrita ;
Albert, Gabriella K. ;
Awshah, Sabrina ;
Datta, Jashodeep ;
Kodumudi, Krithika N. ;
Gallen, Corey ;
Beyer, Amber ;
Smalley, Keiran S. M. ;
Rodriguez, Paulo C. ;
Duckett, Derek R. ;
Forsyth, Peter A. ;
Soyano, Aixa ;
Koski, Gary K. ;
Costa, Ricardo Lima Barros ;
Han, Heather ;
Soliman, Hatem ;
Lee, Marie Catherine ;
Kalinski, Pawel ;
Czerniecki, Brian J. .
CANCER IMMUNOLOGY RESEARCH, 2022, 10 (01) :108-125
[4]   Cytokine- and chemokine-induced inflammatory colorectal tumor microenvironment: Emerging avenue for targeted therapy [J].
Bhat, Ajaz A. ;
Nisar, Sabah ;
Singh, Mayank ;
Ashraf, Bazella ;
Masoodi, Tariq ;
Prasad, Chandra P. ;
Sharma, Atul ;
Maacha, Selma ;
Karedath, Thasni ;
Hashem, Sheema ;
Yasin, Syed Besina ;
Bagga, Puneet ;
Reddy, Ravinder ;
Frennaux, Michael P. ;
Uddin, Shahab ;
Dhawan, Punita ;
Haris, Mohammad ;
Macha, Muzafar A. .
CANCER COMMUNICATIONS, 2022, 42 (08) :689-715
[5]   Advances in molecular biomarkers research and clinical application progress for gastric cancer immunotherapy [J].
Cai, Hongzhen ;
Li, Man ;
Deng, Ruiyi ;
Wang, Mopei ;
Shi, Yanyan .
BIOMARKER RESEARCH, 2022, 10 (01)
[6]   From rare disorders of immunity to common determinants of infection: Following the mechanistic thread [J].
Casanova, Jean-Laurent ;
Abel, Laurent .
CELL, 2022, 185 (17) :3086-3103
[7]   Comments on National guidelines for diagnosis and treatment of gastric cancer 2022 in China (English version) [J].
Chen, Jiahui ;
Bu, Zhaode ;
Ji, Jiafu .
CHINESE JOURNAL OF CANCER RESEARCH, 2022, 34 (05) :453-455
[8]   Microsatellite Instability and Programmed Cell Death-Ligand 1 Expression in Stage II/III Gastric Cancer Post Hoc Analysis of the CLASSIC Randomized Controlled study [J].
Choi, Yoon Young ;
Kim, Hyunki ;
Shin, Su-Jin ;
Kim, Ha Yan ;
Lee, Jinae ;
Yang, Han-Kwang ;
Kim, Woo Ho ;
Kim, Young-Woo ;
Kook, Myeong-Cherl ;
Park, Young Kyu ;
Kim, Hyung-Ho ;
Lee, Hye Seung ;
Lee, Kyung Hee ;
Gu, Mi Jin ;
Choi, Seung Ho ;
Hong, SoonWon ;
Kim, Jong Won ;
Hyung, Woo Jin ;
Noh, Sung Hoon ;
Cheong, Jae-Ho .
ANNALS OF SURGERY, 2019, 270 (02) :309-316
[9]   Screening for gastric cancer in China: Advances, challenges and visions [J].
Fan, Xiaohan ;
Qin, Xiangxiang ;
Zhang, Yang ;
Li, Zhexuan ;
Zhou, Tong ;
Zhang, Jingying ;
You, Weicheng ;
Li, Wenqing ;
Pan, Kaifeng .
CHINESE JOURNAL OF CANCER RESEARCH, 2021, 33 (02) :168-180
[10]   The contemporary management of peritoneal metastasis: A journey from the cold past of treatment futility to a warm present and a bright future [J].
Foster, Jason M. ;
Zhang, Chunmeng ;
Rehman, Shahyan ;
Sharma, Prateek ;
Alexander, H. Richard .
CA-A CANCER JOURNAL FOR CLINICIANS, 2023, 73 (01) :49-71