Multi-Omics Analysis of Novel Signature for Immunotherapy Response and Tumor Microenvironment Regulation Patterns in Urothelial Cancer

被引:7
|
作者
Chu, Guangdi [1 ]
Shan, Wenhong [2 ]
Ji, Xiaoyu [3 ]
Wang, Yonghua [1 ]
Niu, Haitao [1 ]
机构
[1] Qingdao Univ, Affiliated Hosp, Dept Urol, Qingdao, Peoples R China
[2] Qingdao Univ, Qingdao Cent, Clin Med Coll 2, Dept Nephrol, Qingdao, Peoples R China
[3] Qingdao Univ, Affiliated Hosp, Dept Obstet & Gynecol, Qingdao, Peoples R China
基金
中国国家自然科学基金;
关键词
tumor microenvironment; immunotherapy; urothelial cancer; macrophage; immune checkpoint; BLADDER-CANCER; MACROPHAGES; IDENTIFICATION; PROGRESSION; HALLMARKS; CARCINOMA; BLOCKADE;
D O I
10.3389/fcell.2021.764125
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The tumor microenvironment (TME) is mainly composed of tumor cells, tumor-infiltrating immune cells, and stromal components. It plays an essential role in the prognosis and therapeutic response of patients. Nonetheless, the TME landscape of urothelial cancer (UC) has not been fully elucidated. In this study, we systematically analyzed several UC cohorts, and three types of TME patterns (stromal-activation subtype, immune-enriched subtype and immune-suppressive subtype) were defined. The tumor microenvironment signature (TMSig) was constructed by modified Lasso penalized regression. Patients were stratified into high- and low-TMSig score groups. The low-score group had a better prognosis (p < 0.0001), higher M1 macrophage infiltration (p < 0.01), better response to immunotherapy (p < 0.05), and more similar molecular characteristics to the luminal (differentiated) subtype. The accuracy of the TMSig for predicting the immunotherapy response was also verified in three independent cohorts. We highlighted that the TMSig is an effective predictor of patient prognosis and immunotherapy response. Quantitative evaluation of a single sample is valuable for us to combine histopathological and molecular characteristics to comprehensively evaluate the status of the patient. Targeted macrophage treatment has great potential for the individualized precision therapy of UC patients.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Multi-omics analysis of pyroptosis regulation patterns and characterization of tumor microenvironment in patients with hepatocellular carcinoma
    Shang, Bingbing
    Wang, Ruohan
    Qiao, Haiyan
    Zhao, Xixi
    Wang, Liang
    Sui, Shaoguang
    PEERJ, 2023, 11
  • [2] Integrated multi-omics identified the novel intratumor microbiome-derived subtypes and signature to predict the outcome, tumor microenvironment heterogeneity, and immunotherapy response for pancreatic cancer patients
    Zhang, Biao
    Liu, Jifeng
    Li, Han
    Huang, Bingqian
    Zhang, Bolin
    Song, Binyu
    Bao, Chongchan
    Liu, Yunfei
    Wang, Zhizhou
    FRONTIERS IN PHARMACOLOGY, 2023, 14
  • [3] Editorial: Multi-omics analysis in tumor microenvironment and tumor heterogeneity
    Shi, Yuxin
    Zhang, Qinglin
    Mei, Jie
    Liu, Jinhui
    FRONTIERS IN GENETICS, 2023, 14
  • [4] Identification of tumor-specific T cell signature predicting cancer immunotherapy response in bladder cancer by multi-omics analysis and experimental verification
    Liu, Xiufeng
    Chen, Chujun
    Li, Jiashan
    Li, Linna
    Ma, Meng
    CANCER CELL INTERNATIONAL, 2024, 24 (01)
  • [5] Multi-omics Analysis of Ferroptosis Regulation Patterns and Characterization of Tumor Microenvironment in Patients with Oral Squamous Cell Carcinoma
    Gu, Wenchao
    Kim, Mai
    Wang, Lei
    Yang, Zongcheng
    Nakajima, Takahito
    Tsushima, Yoshito
    INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2021, 17 (13): : 3476 - 3492
  • [6] Multi-omics analysis revealing a senescence-relevant lncRNAs signature for the assessment of response to immunotherapy for breast cancer
    Yu, Ziyi
    Zhu, Yanhui
    Ji, Jie
    MEDICINE, 2023, 102 (28) : E34287
  • [7] Multi-omics characteristics of tumor-associated macrophages in the tumor microenvironment of gastric cancer and their exploration of immunotherapy potential
    Feng Cao
    Yanwei Liu
    Yunsheng Cheng
    Yong Wang
    Yan He
    Yanyan Xu
    Scientific Reports, 13
  • [8] Multi-omics characteristics of tumor-associated macrophages in the tumor microenvironment of gastric cancer and their exploration of immunotherapy potential
    Cao, Feng
    Liu, Yanwei
    Cheng, Yunsheng
    Wang, Yong
    He, Yan
    Xu, Yanyan
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [9] Pyroptosis patterns of colon cancer could aid to estimate prognosis, microenvironment and immunotherapy: evidence from multi-omics analysis
    Zhou, Jing
    Guo, Hao
    Liu, Likun
    Feng, Mali
    Yang, Xihua
    Hao, Shulan
    AGING-US, 2022, 14 (18): : 7547 - 7567
  • [10] Immunotherapy and Cancer: The Multi-Omics Perspective
    Donisi, Clelia
    Pretta, Andrea
    Pusceddu, Valeria
    Ziranu, Pina
    Lai, Eleonora
    Puzzoni, Marco
    Mariani, Stefano
    Massa, Elena
    Madeddu, Clelia
    Scartozzi, Mario
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (06)