Molecular characteristics, clinical significance, and immune landscape of extracellular matrix remodeling-associated genes in colorectal cancer

被引:0
作者
Chen, Wenlong [1 ]
Wang, Yiwen [1 ]
Gu, Haitao [2 ]
Zhang, Yi [1 ]
Chen, Cong [3 ]
Yu, Tingting [4 ]
Chen, Tao [1 ]
机构
[1] Nanjing Med Univ, Dept Urol, Affiliated Hosp 1, Nanjing, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Med, Shanghai Gen Hosp, Dept Gen Surg, Shanghai, Peoples R China
[3] Nanjing Med Univ, Dept Hematol, Affiliated Hosp 1, Nanjing, Peoples R China
[4] Nanjing Med Univ, Sch Basic Med Sci, Dept Med Genet, Jiangsu Key Lab Xenotransplantat, Nanjing, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
关键词
extracellular matrix remodeling; colorectal cancer; prognosis; tumor microenvironment; immunotherapy; COLON-CANCER; INFILTRATION; PROGRESSION; VERSICAN; MEIS;
D O I
10.3389/fonc.2023.1109181
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Extracellular matrix (ECM) remodeling is one of the hallmark events in cancer and has been shown to be closely related to tumor immunity. Immunotherapy has evolved as an important tool to treat various cancers and improve patient prognosis. The positive response to immunotherapy relies on the unique interaction between cancer and the tumor microenvironment (TME). However, the relationship between ECM remodeling and clinical outcomes, immune cell infiltration, and immunotherapy in colorectal cancer (CRC) remains unknown.Methods: We systematically evaluated 69 ECM remodeling-associated genes (EAGs) and comprehensively identified interactions between ECM remodeling and prognosis and the immune microenvironment in CRC patients. The EAG_score was used to quantify the subtype of ECM remodeling in patients. We then assessed their value in predicting prognosis and responding to treatment in CRC.Results: After elaborating the molecular characteristics of ECM remodeling-related genes in CRC patients, a model consisting of two ECM remodeling-related genes (MEIS2, SLC2A3) was developed for predicting the prognosis of CRC patients, Receiver Operating Characteristic (ROC) and Kaplan-Meier (K-M) analysis verified its reliable predictive ability. Furthermore, we created a highly reliable nomogram to enhance the clinical feasibility of the EAG_score. Significantly differences in TME and immune function, such as macrophages and CD8(+) T cells, were observed between high- and low-risk CRC patients. In addition, drug sensitivity is also strongly related to EAG_score.Conclusion: Overall, we developed a prognostic model associated with ECM remodeling, provided meaningful clinical implications for immunotherapy, and facilitated individualized treatment for CRC patients. Further studies are needed to reveal the underlying mechanisms of ECM remodeling in CRC.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Identification of the molecular characteristics associated with microsatellite status of colorectal cancer patients for the clinical application of immunotherapy
    Fu, Jie
    Jin, Xiaoxin
    Chen, Weidong
    Chen, Zongyao
    Wu, Peidong
    Xiao, Wang
    Liu, Yuhang
    Deng, Shuangya
    FRONTIERS IN PHARMACOLOGY, 2023, 14
  • [22] BRAF Mutations in Colorectal Cancer Are Associated With Distinct Clinical Characteristics and Worse Prognosis
    Kalady, Matthew F.
    DeJulius, Kathryn L.
    Sanchez, Julian A.
    Jarrar, Awad
    Liu, Xiuli
    Manilich, Elena
    Skacel, Marek
    Church, James M.
    DISEASES OF THE COLON & RECTUM, 2012, 55 (02) : 128 - 133
  • [23] Clinical and molecular assessment of an onco-immune signature with prognostic significance in patients with colorectal cancer
    Ahluwalia, Pankaj
    Mondal, Ashis K.
    Ahluwalia, Meenakshi
    Sahajpal, Nikhil S.
    Jones, Kimya
    Jilani, Yasmeen
    Gahlay, Gagandeep K.
    Barrett, Amanda
    Kota, Vamsi
    Rojiani, Amyn M.
    Kolhe, Ravindra
    CANCER MEDICINE, 2022, 11 (06): : 1573 - 1586
  • [24] Clinical and prognostic significance of Yes-associated protein in colorectal cancer
    Wang, Yan
    Xie, Chengyao
    Li, Qingchang
    Xu, Ke
    Wang, Enhua
    TUMOR BIOLOGY, 2013, 34 (04) : 2169 - 2174
  • [25] Expression and clinical significance of Notch signaling genes in colorectal cancer
    Jin, Hei-Ying
    Zhang, Hong-Ying
    Wang, Xiaofeng
    Xu, Junhua
    Ding, Yijing
    TUMOR BIOLOGY, 2012, 33 (03) : 817 - 824
  • [26] YAP1 is an independent prognostic marker in pancreatic cancer and associated with extracellular matrix remodeling
    Qimin Zhou
    Monika Bauden
    Roland Andersson
    Dingyuan Hu
    György Marko-Varga
    Jianfeng Xu
    Agata Sasor
    Hua Dai
    Krzysztof Pawłowski
    Katarzyna Said Hilmersson
    Xi Chen
    Daniel Ansari
    Journal of Translational Medicine, 18
  • [27] YAP1 is an independent prognostic marker in pancreatic cancer and associated with extracellular matrix remodeling
    Zhou, Qimin
    Bauden, Monika
    Andersson, Roland
    Hu, Dingyuan
    Marko-Varga, Gyorgy
    Xu, Jianfeng
    Sasor, Agata
    Dai, Hua
    Pawlowski, Krzysztof
    Hilmersson, Katarzyna Said
    Chen, Xi
    Ansari, Daniel
    JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 18 (01)
  • [28] Subtyping colorectal cancer based on septic shock-associated genes: prognosis and immune characteristics
    Zhao, Jinkai
    Chen, Jiaan
    Zhang, Jiancheng
    Pan, Xuming
    Xu, Buhai
    Miao, Jinli
    Wang, Wenmin
    Jin, Guangjun
    FRONTIERS IN GENETICS, 2024, 15
  • [29] Clinical significance of neutrophil gelatinase-associated lipocalin (NGAL) in colorectal cancer: a meta-analysis
    Wang, Y.
    Zeng, T. T.
    GENETICS AND MOLECULAR RESEARCH, 2014, 13 (03) : 7102 - 7112
  • [30] Clinical significance and immune landscape analyses of the coagulation-related gene signatures in gastric cancer
    Yu, Yueming
    Liu, Dingwei
    Xie, Jun
    Feng, Zhou
    Huang, Xiaoping
    Li, Hui
    Xie, Yong
    Zhou, Xiaojiang
    JOURNAL OF CANCER, 2025, 16 (06): : 1971 - 1986