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
  • [41] The interplay between angiogenesis-associated genes and molecular, clinical, and immune features in bladder cancer
    Guo, Xiaoxiao
    Yang, Jingxin
    Cao, Rui
    Hao, Gangyue
    DISCOVER ONCOLOGY, 2025, 16 (01)
  • [42] Identification of a novel signature based on RNA methylation-associated anoikis-related genes for predicting prognosis and characterizing immune landscape in colorectal cancer
    Zhu, Liye
    Qiu, Xinze
    Liang, Shengmei
    Huang, Shanpei
    Ning, Qiting
    Chen, Xingmei
    Chen, Ni
    Qin, Longjie
    Huang, Jiean
    Liu, Shiquan
    DISCOVER ONCOLOGY, 2025, 16 (01)
  • [43] Identification of genes expressed by immune cells of the colon that are regulated by colorectal cancer- associated variants
    Peltekova, Vanya D.
    Lemire, Mathieu
    Qazi, Aamer M.
    Zaidi, Syed H. E.
    Trinh, Quang M.
    Bielecki, Ryszard
    Rogers, Marianne
    Hodgson, Lyndsey
    Wang, Mike
    D'Souza, David J. A.
    Zandi, Sasan
    Chong, Taryne
    Kwan, Jennifer Y. Y.
    Kozak, Krystian
    De Borja, Richard
    Timms, Lee
    Rangrej, Jagadish
    Volar, Milica
    Chan-Seng-Yue, Michelle
    Beck, Timothy
    Ash, Colleen
    Lee, Shawna
    Wang, Jianxin
    Boutros, Paul C.
    Stein, Lincoln D.
    Dick, John E.
    Gryfe, Robert
    McPherson, John D.
    Zanke, Brent W.
    Pollett, Aaron
    Gallinger, Steven
    Hudson, Thomas J.
    INTERNATIONAL JOURNAL OF CANCER, 2014, 134 (10) : 2330 - 2341
  • [44] Co-expression pattern of SLC transporter genes associated with the immune landscape and clinical outcomes in gastric cancer
    Zhang, Yue
    Liu, Zhihong
    Li, Lingbo
    Zeng, Dongqiang
    Sun, Huiying
    Wu, Jianhua
    Zhou, Rui
    Liao, Wangjun
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2023, 27 (24) : 4181 - 4194
  • [45] Cancer cell invasion driven by extracellular matrix remodeling is dependent on the properties of cancer-associated fibroblasts
    Shinya Neri
    Hiroko Hashimoto
    Hiroaki Kii
    Hirotada Watanabe
    Kenkichi Masutomi
    Takeshi Kuwata
    Hiroshi Date
    Masahiro Tsuboi
    Koichi Goto
    Atsushi Ochiai
    Genichiro Ishii
    Journal of Cancer Research and Clinical Oncology, 2016, 142 : 437 - 446
  • [46] Cancer Cell Invasion Driven by Extracellular Matrix Remodeling is Dependent on the Properties of Cancer-Associated Fibroblasts
    Neri, Shinya
    Date, Hiroshi
    Tsuboi, Masahiro
    Goto, Koichi
    Ochiai, Atsushi
    Ishii, Genichiro
    JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S1119 - S1119
  • [47] Molecular subtypes in early colorectal cancer associated with clinical features and patient prognosis
    Gil-Raga, M.
    Jantus-Lewintre, E.
    Gallach, S.
    Giner-Bosch, V.
    Frangi-Caregnato, A.
    Safont-Aguilera, M. J.
    Garde-Noguera, J.
    Zorraquino-Pina, E.
    Garcia-Martinez, M.
    Camps-Herrero, C.
    CLINICAL & TRANSLATIONAL ONCOLOGY, 2018, 20 (11) : 1422 - 1429
  • [48] The Clinical Significance of Promoter Methylation of Fluoropyrimidine Metabolizing and Cyclooxygenase Genes in Colorectal Cancer
    Fouad, Mariam Ahmed
    Salem, Salem Eid
    Hussien, Marwa M.
    Badr, Doaa Mohamed
    Zekri, Abdelrahman N.
    Hafez, Hafez Farouk
    Shouman, Samia A.
    EPIGENETICS INSIGHTS, 2021, 14
  • [49] Clinical significance and changes to the immune microenvironment of colorectal cancer patients with liver metastasis
    Wang, Ting
    Tang, Long
    Ouyang, Bing
    Chen, Xingyue
    Qi, Jun
    JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2023, 14 (01) : 206 - 212
  • [50] Incidence and clinical significance of 491 known fusion genes in a large cohort of Japanese patients with colorectal cancer
    Kenji Nanishi
    Hitoshi Hino
    Keiichi Hatakeyama
    Akio Shiomi
    Hiroyasu Kagawa
    Shoichi Manabe
    Yusuke Yamaoka
    Takeshi Nagashima
    Keiichi Ohshima
    Kenichi Urakami
    Yasuto Akiyama
    Ken Yamaguchi
    International Journal of Clinical Oncology, 2023, 28 : 785 - 793