Identification of CircRNA signature associated with tumor immune infiltration to predict therapeutic efficacy of immunotherapy

被引:39
|
作者
Dong, Yu [1 ,2 ,3 ,4 ]
Gao, Qian [1 ,5 ,6 ]
Chen, Yong [7 ,8 ]
Zhang, Zhao [9 ,10 ]
Du, Yanhua [2 ,3 ]
Liu, Yuan [9 ,11 ,12 ]
Zhang, Guangxiong [4 ,5 ]
Li, Shengli [13 ]
Wang, Gaoyang [2 ,3 ]
Chen, Xiang [1 ,5 ]
Liu, Hong [1 ,5 ]
Han, Leng [9 ,11 ,12 ]
Ye, Youqiong [2 ,3 ]
机构
[1] Hunan Engn Res Ctr Skin Hlth & Dis, Xiangya Clin Res Ctr Canc Immunotherapy, Dept Dermatol, Hunan Key Lab Skin Canc & Psoriasis,Furong Lab, Changsha 410008, Hunan, Peoples R China
[2] Shanghai Jiao Tong Univ, Ruijin Hosp, Shanghai Inst Immunol, Ctr Immune Related Dis,Sch Med, Shanghai 200025, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai Inst Immunol, Sch Med, Dept Immunol & Microbiol,State Key Lab Oncogenes &, Shanghai 200025, Peoples R China
[4] Lin Gang Lab, Shanghai 200025, Peoples R China
[5] Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha 410008, Hunan, Peoples R China
[6] Cent South Univ, Xiangya Hosp, Dept Clin Lab, Changsha, Hunan, Peoples R China
[7] Fudan Univ, Shanghai Canc Ctr, Dept Musculoskeletal Surg, Shanghai 200032, Peoples R China
[8] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai 200032, Peoples R China
[9] Univ Texas Hlth Sci Ctr Houston, McGovern Med Sch, Dept Biochem & Mol Biol, Houston, TX 77030 USA
[10] Fudan Univ, Sch Basic Med Sci, MOE Key Lab Metab & Mol Med, Shanghai 200433, Peoples R China
[11] Texas A&M Univ, Inst Biosci & Technol, Ctr Epigenet & Dis Prevent, Houston, TX 77030 USA
[12] Texas A&M Univ, Coll Med, Dept Translat Med Sci, Houston, TX 77030 USA
[13] Shanghai Jiao Tong Univ Sch Med SJTU SM, Shanghai Gen Hosp, Inst Clin Res, Precis Res Ctr Refractory Dis, Shanghai 201620, Peoples R China
基金
中国国家自然科学基金; 上海市自然科学基金;
关键词
CIRCULAR RNAS; EXPRESSION; NIVOLUMAB; RESISTANCE; DOCETAXEL; APOPTOSIS; BLOCKADE; TARGETS;
D O I
10.1038/s41467-023-38232-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Circular RNAs are known to be linked to cancer regulation. Here, the authors identify a circular RNA signature associated with immune checkpoint response in melanoma. Circular RNAs (circRNAs) play important roles in the regulation of cancer. However, the clinical implications and regulatory networks of circRNAs in cancer patients receiving immune checkpoint blockades (ICB) have not been fully elucidated. Here, we characterize circRNA expression profiles in two independent cohorts of 157 ICB-treated advanced melanoma patients and reveal overall overexpression of circRNAs in ICB non-responders in both pre-treatment and early during therapy. Then, we construct circRNA-miRNA-mRNA regulatory networks to reveal circRNA-related signaling pathways in the context of ICB treatment. Further, we construct an ICB-related circRNA signature (ICBcircSig) score model based on progression-free survival-related circRNAs to predict immunotherapy efficacy. Mechanistically, the overexpression of ICBcircSig circTMTC3 and circFAM117B could increase PD-L1 expression via the miR-142-5p/PD-L1 axis, thus reducing T cell activity and leading to immune escape. Overall, our study characterizes circRNA profiles and regulatory networks in ICB-treated patients, and highlights the clinical utility of circRNAs as predictive biomarkers of immunotherapy.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Identification of a dysregulated CircRNA-associated gene signature for predicting prognosis, immune landscape, and drug candidates in bladder cancer
    Shen, Chong
    Li, Zhi
    Zhang, Yinglang
    Zhang, Zhe
    Wu, Zhouliang
    Da, La
    Yang, Shaobo
    Wang, Zejin
    Zhang, Yu
    Qie, Yunkai
    Zhao, Gangjian
    Lin, Yuda
    Huang, Shiwang
    Zhou, Mingli
    Hu, Hailong
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [32] Identification of Hypoxia-Associated Signature in Colon Cancer to Assess Tumor Immune Microenvironment and Predict Prognosis Based on 14 Hypoxia-Associated Genes
    Chen, Peng
    Li, Zhongxin
    Liang, Yulong
    Wei, Ming
    Jiang, Haibo
    Chen, Shihao
    Zhao, Zengren
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2023, 16 : 2503 - 2518
  • [33] Construction of Interferon-Gamma-Related Gene Signature to Characterize the Immune-Inflamed Phenotype of Glioblastoma and Predict Prognosis, Efficacy of Immunotherapy and Radiotherapy
    Ji, Hang
    Ba, Yixu
    Ma, Shuai
    Hou, Kuiyuan
    Mi, Shan
    Gao, Xin
    Jin, Jiaqi
    Gong, Qin
    Liu, Ting
    Wang, Fang
    Liu, Zhihui
    Li, Shupeng
    Du, Jianyang
    Hu, Shaoshan
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [34] Identification and validation of a signature based on myofibroblastic cancer-associated fibroblast marker genes for predicting prognosis, immune infiltration, and therapeutic response in bladder cancer
    Qin, Ruize
    Ma, Xiaocheng
    Pu, Shi
    Shen, Chengquan
    Hu, Ding
    Liu, Changxue
    Wang, Kongjia
    Wang, Yonghua
    INVESTIGATIVE AND CLINICAL UROLOGY, 2024, 65 (03) : 263 - 278
  • [35] Identification of tumor immune infiltration-associated lncRNAs for improving prognosis and immunotherapy response of patients with non-small cell lung cancer
    Sun, Jie
    Zhang, Zicheng
    Bao, Siqi
    Yan, Congcong
    Hou, Ping
    Wu, Nan
    Su, Jianzhong
    Xu, Liangde
    Zhou, Meng
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 8 (01)
  • [36] Immune Infiltration Characteristics and a Gene Prognostic Signature Associated With the Immune Infiltration in Head and Neck Squamous Cell Carcinoma
    Zhu, Chunmei
    Wu, Qiuji
    Yang, Ningning
    Zheng, Zhewen
    Zhou, Fuxiang
    Zhou, Yunfeng
    FRONTIERS IN GENETICS, 2022, 13
  • [37] Establishment of a lysosome-related prognostic signature in breast cancer to predict immune infiltration and therapy response
    Su, Hairong
    Chen, Ying
    Lin, Fengye
    Li, Wanhua
    Gu, Xiangyu
    Zeng, Weijie
    Liu, Dan
    Li, Man
    Zhong, Shaowen
    Chen, Qianjun
    Chen, Qubo
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [38] Identification of Novel Tumor Microenvironment Regulating Factor That Facilitates Tumor Immune Infiltration in Cervical Cancer
    Xu, Jingjing
    Huang, Zhe
    Wang, Yishu
    Xiang, Zhenxian
    Xiong, Bin
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [39] Identification of Immunogenic Cell Death-Related Signature for Glioma to Predict Survival and Response to Immunotherapy
    Sun, Zhiqiang
    Jiang, Hongxiang
    Yan, Tengfeng
    Deng, Gang
    Chen, Qianxue
    CANCERS, 2022, 14 (22)
  • [40] Identification of a combined apoptosis and hypoxia gene signature for predicting prognosis and immune infiltration in breast cancer
    Ren, Xueting
    Cui, Hanxiao
    Wu, Jianhua
    Zhou, Ruina
    Wang, Nan
    Liu, Dandan
    Xie, Xin
    Zhang, Hao
    Liu, Di
    Ma, Xiaobin
    Dang, Chengxue
    Kang, Huafeng
    Lin, Shuai
    CANCER MEDICINE, 2022, 11 (20): : 3886 - 3901