Construction of anoikis-related lncRNAs risk model: Predicts prognosis and immunotherapy response for gastric adenocarcinoma patients

被引:5
|
作者
Li, Qinglin [1 ,2 ,3 ]
Zhang, Huangjie [2 ]
Hu, Jinguo [4 ]
Zhang, Lizhuo [5 ]
Zhao, Aiguang [1 ]
Feng, He [2 ,3 ]
机构
[1] Shanghai Univ Tradit Chinese Med, Longhua Hosp, Shanghai, Peoples R China
[2] Zhejiang Canc Hosp, Hangzhou, Zhejiang, Peoples R China
[3] Translat Res Zhejiang Prov, Key Lab Head & Neck Canc, Hangzhou, Zhejiang, Peoples R China
[4] Zhejiang Chinese Med Univ, Hangzhou TCM Hosp, Hangzhou, Zhejiang, Peoples R China
[5] Zhejiang Prov Peoples Hosp, Hangzhou, Zhejiang, Peoples R China
基金
浙江省自然科学基金;
关键词
anoikis; lncRNAs; prognosis prediction; immunotherapy; gastric adenocarcinoma; REGULATORY T-CELLS; LONG NONCODING RNAS; ADVERSE PROGNOSIS; STEM-CELLS; CANCER; RESISTANCE; EXPRESSION; METASTASIS; IDENTIFY;
D O I
10.3389/fphar.2023.1124262
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Anoikis acts as a programmed cell death that is activated during carcinogenesis to remove undetected cells isolated from ECM. Further anoikis based risk stratification is expected to provide a deeper understanding of stomach adenocarcinoma (STAD) carcinogenesis.Methods: The information of STAD patients were acquired from TCGA dataset. Anoikis-related genes were obtained from the Molecular Signatures Database and Pearson correlation analysis was performed to identify the anoikis-related lncRNAs (ARLs). We performed machine learning algorithms, including Univariate Cox regression and Least Absolute Shrinkage and Selection Operator (Lasso) analyses on the ARLs to build the OS-score and OS-signature. Clinical subgroup analysis, tumor mutation burden (TMB) detection, drug susceptibility analysis, immune infiltration and pathway enrichment analysis were further performed to comprehensive explore the clinical significance.Results: We established a STAD prognostic model based on five ARLs and its prognostic value was verified. Survival analysis showed that the overall survival of high-risk score patients was significantly shorter than that of low-risk score patients. The column diagrams show satisfactory discrimination and calibration. The calibration curve verifies the good agreement between the prediction of the line graph and the actual observation. TIDE analysis and drug sensitivity analysis showed significant differences between different risk groups.Conclusion: The novel prognostic model based on anoikis-related lncRNAs we identified could be used for prognosis prediction and precise therapy in gastric adenocarcinoma.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Elucidating prognosis in cervical squamous cell carcinoma and endocervical adenocarcinoma: a novel anoikis-related gene signature model
    Wang, Mingwei-
    Ying, Qiaohui-
    Ding, Ru
    Xing, Yuncan-
    Wang, Jue
    Pan, Yiming-
    Pan, Bo
    Xiang, Guifen-
    Liu, Zhong
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [42] Anoikis-related gene CDKN2A predicts prognosis and immune response and mediates proliferation and migration in thyroid carcinoma
    Tang, Mengjie
    Luo, Wen
    Zhou, Yusong
    Zhang, Zhun
    Jiang, Zhongjun
    TRANSLATIONAL ONCOLOGY, 2024, 40
  • [43] DNA methylation-related lncRNAs predict prognosis and immunotherapy response in gastric cancer
    Xiong Guo
    Yujun Wang
    Lang Zha
    Hui Li
    Kun Qian
    Journal of Cancer Research and Clinical Oncology, 2023, 149 : 14745 - 14760
  • [44] DNA methylation-related lncRNAs predict prognosis and immunotherapy response in gastric cancer
    Guo, Xiong
    Wang, Yujun
    Zha, Lang
    Li, Hui
    Qian, Kun
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (16) : 14745 - 14760
  • [45] A novel anoikis-related signature predicts prognosis risk and treatment responsiveness in diffuse large B-cell lymphoma
    Guan, Mingze
    Zhao, Hua
    Zhang, Qi
    Li, Li
    Wang, Xiaobo
    Tang, Bo
    EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2024, 24 (05) : 439 - 457
  • [46] A Ferroptosis-Related lncRNAs Signature Predicts Prognosis and Therapeutic Response of Gastric Cancer
    Xiao, Shilang
    Liu, Xiaoming
    Yuan, Lingzhi
    Wang, Fen
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [47] Integrated analysis of necroptosis-related lncRNAs for prognosis and immunotherapy of patients with pancreatic adenocarcinoma
    Mo, Jiantao
    Cui, Zhiwei
    Wang, Qiqi
    Zhang, Weifan
    Li, Jie
    Wu, Shuai
    Qian, Weikun
    Zhou, Cancan
    Ma, Qingyong
    Wang, Zheng
    Wu, Zheng
    FRONTIERS IN GENETICS, 2022, 13
  • [48] Identification of a novel anoikis-related gene signature to predict prognosis and tumor microenvironment in lung adenocarcinoma
    Diao, Xiayao
    Guo, Chao
    Li, Shanqing
    THORACIC CANCER, 2023, 14 (03) : 320 - 330
  • [49] Construction of a pyroptosis-related lncRNAs signature for predicting prognosis and immunotherapy response in glioma
    Huang, Qianrong
    Yan, Jun
    Jiang, Qian
    Guo, Fangzhou
    Mo, Ligen
    Deng, Teng
    MEDICINE, 2023, 102 (06)
  • [50] Development of an Anoikis-Related Gene Signature for Lung Squamous Cell Carcinomato Predict Prognosis, Immune Landscape, and Immunotherapy Response
    Liu, Jian
    Zheng, Hui
    Wei, Li
    JOURNAL OF IMMUNOLOGY RESEARCH, 2023, 2023