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] 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
  • [22] TGF-β-associated extracellular matrix genes link cancer-associated fibroblasts to immune evasion and immunotherapy failure
    Ankur Chakravarthy
    Lubaba Khan
    Nathan Peter Bensler
    Pinaki Bose
    Daniel D. De Carvalho
    Nature Communications, 9
  • [23] TGF-β-associated extracellular matrix genes link cancer-associated fibroblasts to immune evasion and immunotherapy failure
    Chakravarthy, Ankur
    Khan, Lubaba
    Bensler, Nathan Peter
    Bose, Pinaki
    De Carvalho, Daniel D.
    NATURE COMMUNICATIONS, 2018, 9
  • [24] 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
  • [25] MOLECULAR CHARACTERISTICS OF EXTRACELLULAR MATRIX-ASSOCIATED GLYCOSAMINOGLYCANS IN ENDOTHELIUM
    WANG, ZW
    IRIMURA, T
    NAKAJIMA, M
    BELLONI, PN
    NICOLSON, GL
    ACTA PHARMACOLOGICA SINICA, 1986, 7 (02): : 152 - 156
  • [26] Clinical, Pathological, and Molecular Characteristics in Colorectal Cancer
    Dedieu, Stephane
    Bouche, Olivier
    CANCERS, 2022, 14 (23)
  • [27] EMT in cancer cells promotes the extracellular matrix remodeling by cancer-associated fibroblasts
    Neri, Shinya
    Ishii, Genichiro
    Ochiai, Atsushi
    Menju, Toshi
    Sonobe, Makoto
    Date, Hiroshi
    CANCER RESEARCH, 2016, 76
  • [28] ENHANCED EXTRACELLULAR WNT SIGNALING AND EXTRACELLULAR MATRIX REMODELING ARE ASSOCIATED IN HUMAN LIVER CIRRHOSIS AND CANCER
    Mebarki, Siham
    Desille, Mireille
    Glaise, Denise
    Elise, Lavergne
    Clement, Bruno
    Musso, Orlando
    HEPATOLOGY, 2011, 54 : 955A - 955A
  • [29] Strain-dependent production of interleukin-17/interferon-γ and matrix remodeling-associated genes in experimental Candida albicans keratitis
    Zou, Yanli
    Zhang, Hongbo
    Li, Hongxia
    Chen, Hao
    Song, Wengang
    Wang, Yiqiang
    MOLECULAR VISION, 2012, 18 (127-28): : 1215 - 1225
  • [30] Immune Remodeling of the Extracellular Matrix Drives Loss of Cancer Stem Cells and Tumor Rejection
    Pires, Ana
    Greenshields-Watson, Alexander
    Jones, Emma
    Smart, Kathryn
    Lauder, Sarah N.
    Somerville, Michelle
    Milutinovic, Stefan
    Kendrick, Howard
    Hindley, James P.
    French, Rhiannon
    Smalley, Matthew J.
    Watkins, William J.
    Andrews, Robert
    Godkin, Andrew
    Gallimore, Awen
    CANCER IMMUNOLOGY RESEARCH, 2020, 8 (12) : 1520 - 1531