Clinical Significance of a Novel Vasculogenic Mimicry-based Prognostic Model in Hepatocellular Carcinoma

被引:1
|
作者
Zeng, Yifan [1 ]
Jiang, Shuwen [1 ]
Lou, Zhuoqi [1 ]
Chen, Lin [1 ]
Zhang, Yongtao [1 ]
Pan, Liya [1 ]
Shi, Qingmiao [1 ]
Ruan, Bing [1 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 1, Natl Clin Res Ctr Infect Dis, Natl Med Ctr Infect Dis,Sch Med,State Key Lab Diag, Hangzhou 310003, Peoples R China
关键词
Hepatocellular carcinoma; vasculogenic mimicry; machine learning; prognostic prediction model; tumor microenvironment; immunotherapy; METASTASIS; REVEAL;
D O I
10.2174/0109298673298862240510073543
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background Vasculogenic mimicry, a novel neovascularization pattern of aggressive tumors, is associated with poor clinical outcomes.Objective The aim of this research was to establish a new model, termed VC score, to predict the prognosis, Tumor Microenvironment (TME) components, and immunotherapeutic response in Hepatocellular Carcinoma (HCC).Methods The expression data of the public databases were used to develop the prognostic model. Consensus clustering was performed to confirm the molecular subtypes with ideal clustering efficacy. The high- and low-risk groups were stratified utilizing the VC score. Various methodologies, including survival analysis, single-sample Gene Set Enrichment Analysis (ssGSEA), Tumor Immune Dysfunction and Exclusion scores (TIDE), Immunophenoscore (IPS), and nomogram, were utilized for verification of the model performance and to characterize the immune status of HCC tissues. GSEA was performed to mine functional pathway information.Results The survival and immune characteristics varied between the three molecular subtypes. A five-gene signature (TPX2, CDC20, CFHR4, SPP1, and NQO1) was verified to function as an independent predictive factor for the prognosis of patients with HCC. The high-risk group exhibited lower Overall Survival (OS) rates and higher mortality rates in comparison to the low-risk group. Patients in the low-risk group were predicted to benefit from immune checkpoint inhibitor therapy and exhibit increased sensitivity to immunotherapy. Enrichment analysis revealed that signaling pathways linked to the cell cycle and DNA replication processes exhibited enrichment in the high-risk group.Conclusion The VC score holds the potential to establish individualized treatment plans and clinical management strategies for patients with HCC.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Prognostic significance and mechanisms of patterned matrix vasculogenic mimicry in hepatocellular carcinoma
    Wen-bin Liu
    Ge-liang Xu
    Wei-dong Jia
    Jian-sheng Li
    Jin-liang Ma
    Ke Chen
    Zhi-hua Wang
    Yong-sheng Ge
    Wei-hua Ren
    Ji-hai Yu
    Wei Wang
    Xiu-jun Wang
    Medical Oncology, 2011, 28 : 228 - 238
  • [2] Prognostic significance and mechanisms of patterned matrix vasculogenic mimicry in hepatocellular carcinoma
    Liu, Wen-bin
    Xu, Ge-liang
    Jia, Wei-dong
    Li, Jian-sheng
    Ma, Jin-liang
    Chen, Ke
    Wang, Zhi-hua
    Ge, Yong-sheng
    Ren, Wei-hua
    Yu, Ji-hai
    Wang, Wei
    Wang, Xiu-jun
    MEDICAL ONCOLOGY, 2011, 28 : S228 - S238
  • [3] Vasculogenic mimicry in human hepatocellular carcinoma
    齐鲁楠
    China Medical Abstracts(Surgery), 2012, 21 (01) : 68 - 68
  • [4] Slug promoted vasculogenic mimicry in hepatocellular carcinoma
    Sun, Dan
    Sun, Baocun
    Liu, Tieju
    Zhao, Xiulan
    Che, Na
    Gu, Qiang
    Dong, Xueyi
    Yao, Zhi
    Li, Rui
    Li, Jing
    Chi, Jiadong
    Sun, Ran
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2013, 17 (08) : 1038 - 1047
  • [5] Significance of Vasculogenic Mimicry Formation in Gastric Carcinoma
    Lv, Jingfang
    Sun, Baocun
    Sun, Huizhi
    Zhang, Yanhui
    Sun, Junying
    Zhao, Xiulan
    Gu, Qiang
    Dong, Xueyi
    Che, Na
    ONCOLOGY RESEARCH AND TREATMENT, 2017, 40 (1-2) : 35 - 40
  • [6] Clinical significance of vasculogenic mimicry in human gliomas
    Xiao-mei Liu
    Qing-ping Zhang
    Yong-gao Mu
    Xiang-hen Zhang
    Ke Sai
    Jesse Chung-Sean Pang
    Ho-Keung Ng
    Zhong-ping Chen
    Journal of Neuro-Oncology, 2011, 105 : 173 - 179
  • [7] Vasculogenic mimicry and its clinical significance in medulloblastoma
    Wang, Shi-yong
    Yu, Li
    Ling, Geng-qiang
    Xiao, Sha
    Sun, Xin-lin
    Song, Zhen-hua
    Liu, Yi-jing
    Jiang, Xiao-dan
    Cai, Ying-qian
    Ke, Yi-quan
    CANCER BIOLOGY & THERAPY, 2012, 13 (05) : 341 - 348
  • [8] Clinical significance of vasculogenic mimicry in human gliomas
    Liu, Xiao-mei
    Zhang, Qing-ping
    Mu, Yong-gao
    Zhang, Xiang-hen
    Sai, Ke
    Pang, Jesse Chung-Sean
    Ng, Ho-Keung
    Chen, Zhong-ping
    JOURNAL OF NEURO-ONCOLOGY, 2011, 105 (02) : 173 - 179
  • [9] Osteopontin as a Key Mediator for Vasculogenic Mimicry in Hepatocellular Carcinoma
    Liu, Wenbin
    Xu, Geliang
    Ma, Jinliang
    Jia, Weidong
    Li, Jiansheng
    Chen, Ke
    Wang, Wei
    Hao, Chen
    Wang, Yongcang
    Wang, Xiujun
    TOHOKU JOURNAL OF EXPERIMENTAL MEDICINE, 2011, 224 (01): : 29 - 39
  • [10] Expression and Functional Significance of Twist1 in Hepatocellular Carcinoma: Its Role in Vasculogenic Mimicry
    Sun, Tao
    Zhao, Nan
    Zhao, Xiu-lan
    Gu, Qiang
    Zhang, Shi-wu
    Che, Na
    Wang, Xing-hui
    Du, Jing
    Liu, Yi-xin
    Sun, Bao-cun
    HEPATOLOGY, 2010, 51 (02) : 545 - 556