Prognostic Implications and Immune Infiltration Characteristics of Chromosomal Instability-Related Dysregulated CeRNA in Lung Adenocarcinoma

被引:2
|
作者
Guo, Shengnan [1 ,2 ]
Li, Tianhao [1 ,2 ]
Xu, Dahua [1 ,2 ]
Xu, Jiankai [3 ]
Wang, Hong [1 ,2 ]
Li, Jian [3 ]
Bi, Xiaoman [1 ,2 ]
Cao, Meng [1 ,2 ]
Xu, Zhizhou [1 ,2 ]
Xia, Qianfeng [4 ]
Cui, Ying [3 ]
Li, Kongning [1 ,2 ]
机构
[1] Hainan Med Univ, Key Lab Trop Translat Med, Coll Biomed Informat & Engn, Affiliated Hosp 2,Minist Educ,Inst Nephrol, Haikou, Hainan, Peoples R China
[2] Hainan Med Univ, Hainan Gen Hosp, Haikou, Hainan, Peoples R China
[3] Harbin Med Univ, Canc Hosp, Coll Bioinformat Sci & Technol, Harbin, Peoples R China
[4] Hainan Med Univ, Key Lab Trop Translat Med, NHC Key Lab Control Trop Dis, Minist Educ,Affiliated Hosp 2,Sch Trop Med, Haikou, Hainan, Peoples R China
基金
中国国家自然科学基金; 海南省自然科学基金;
关键词
chromosomal instability; dysregulated ceRNA; immune microenvironment; prognosis; lung adenocarcinoma; CANCER PROGRESSION; MESSENGER-RNA; IFN-GAMMA; SURVIVAL; RESOURCE; NETWORK; TUMORIGENESIS; DATABASE; EXPOSURE; TARGETS;
D O I
10.3389/fmolb.2022.843640
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
An accumulating body of research indicates that long-noncoding RNAs (lncRNAs) regulate the target genes and act as competitive endogenous RNAs (ceRNAs) playing an indispensable role in lung adenocarcinoma (LUAD). LUAD is frequently accompanied by the feature of chromosomal instability (CIN); however, CIN-related ceRNAs have not been investigated yet. We systematically analyzed and integrated CIN-related dysregulated ceRNAs characteristics in LUAD samples for the first time. In TCGA LUAD cohort, CIN in tumor samples was significantly higher than that in those of adjacent, and patients with high CIN risk tended to have worse clinical outcomes. We constructed a double-weighted CIN-related dysregulated ceRNA network, in which edge weight and node weight represented the disorder extent of ceRNA and the correlation of RNA expression level and prognosis, respectively. After module mining and analysis, a potential prognostic biomarker composed of 12 RNAs (8 mRNAs and 4 lncRNAs) named CIN-related dysregulated ceRNAs (CRDC) was obtained. The CRDC risk score had a positive relation with clinical stage and CIN, and patients with high CRDC risk scores exhibited poor prognosis. Moreover, CRDC tended to be an independent risk factor with high robustness to overcome the effect of multicollinearity among other explanatory variables for disease-specific survival (DSS) in TCGA and two GEO cohorts. The result of functional analysis indicated that CRDC was involved in multiple cancer progresses, especially immune-related pathways. The patients with lower CRDC risk had higher B cell, T cell CD4(+), T cell CD8(+), neutrophil, macrophage, and myeloid dendritic cell infiltration than the patients with higher CRDC risk. Meanwhile, patients with lower CRDC risk could get more benefits from immunological therapy. The results suggested that the CRDC could be a potential prognostic biomarker and an immunotherapy predictor for lung adenocarcinoma.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Crosstalk of Oxidative Phosphorylation-Related Subtypes, Establishment of a Prognostic Signature and Immune Infiltration Characteristics in Colorectal Adenocarcinoma
    Wang, Can
    Cui, Guoliang
    Wang, Dan
    Wang, Min
    Chen, Qi
    Wang, Yunshan
    Lu, Mengjie
    Tang, Xinyi
    Yang, Bolin
    CANCERS, 2022, 14 (18)
  • [42] Comprehensive analysis of TPX2-related ceRNA network as prognostic biomarkers in lung adenocarcinoma
    Huo, Chen
    Zhang, Meng-Yu
    Li, Rui
    Zhou, Xi-Jia
    Liu, Ting-Ting
    Li, Jian-Ping
    Liu, Xiao
    Qu, Yi-Qing
    INTERNATIONAL JOURNAL OF MEDICAL SCIENCES, 2020, 17 (16): : 2427 - 2439
  • [43] SIRT2 as a Potential Biomarker in Lung Adenocarcinoma: Implications for Immune Infiltration
    Zhang, Guining
    Lu, Shuyu
    Ren, Zhiling
    Wei, Lijuan
    Chen, Chunxi
    Tao, Pinyue
    Pan, Xiao
    MOLECULAR BIOTECHNOLOGY, 2024,
  • [44] Prognostic and immune implications of a novel ferroptosis-related ten-gene signature in lung adenocarcinoma
    Ma, Chao
    Li, Feng
    Luo, Huan
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (13)
  • [45] Genome instability-related LINC02577, LINC01133 and AC107464.2 are lncRNA prognostic markers correlated with immune microenvironment in pancreatic adenocarcinoma
    Zhang, Yinjiang
    Wang, Yao
    He, Xu
    Yao, Rongfei
    Fan, Lu
    Zhao, Linyi
    Lu, Binan
    Pang, Zongran
    BMC CANCER, 2023, 23 (01)
  • [46] A novel immune-related ceRNA network that predicts prognosis and immunotherapy response in lung adenocarcinoma
    Gong, Wei-Jing
    Zhou, Tao
    Wu, San-Lan
    Huang, Yi-Fei
    Xiang, Li-Ping
    Xu, Jia-Qiang
    Han, Yong
    Lv, Yong-Ning
    Zeng, Fang
    Zhang, Yu
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (18)
  • [47] Genome instability-related LINC02577, LINC01133 and AC107464.2 are lncRNA prognostic markers correlated with immune microenvironment in pancreatic adenocarcinoma
    Yinjiang Zhang
    Yao Wang
    Xu He
    Rongfei Yao
    Lu Fan
    Linyi Zhao
    Binan Lu
    Zongran Pang
    BMC Cancer, 23
  • [48] Pregnancy Zone Protein Serves as a Prognostic Marker and Favors Immune Infiltration in Lung Adenocarcinoma
    Chen, Kehong
    Zheng, Taihao
    Chen, Cai
    Liu, Liangzhong
    Guo, Zhengjun
    Peng, Yuan
    Zhang, Xiaoyue
    Yang, Zhenzhou
    BIOMEDICINES, 2023, 11 (07)
  • [49] PCM1: A Potential Prognostic Biomarker Correlated with Immune Infiltration in Lung Adenocarcinoma
    Guo, Zhihua
    Liang, Jinghao
    Zhang, Xin
    Ai, Qing
    Xie, Zixian
    Zhao, Haonan
    Wu, Fayuan
    Tan, Zhaofeng
    Yin, Weiqiang
    Ji, Linghua
    CURRENT PROTEOMICS, 2023, 20 (03) : 208 - 221
  • [50] BDNF is a prognostic biomarker involved in immune infiltration of lung adenocarcinoma and is associated with brain metastasis
    Yu, Qian
    Wang, Yitian
    Yi, Guangming
    Yang, Wendi
    Chen, Kehong
    Tan, Xiangwu
    Zhang, Xiaoyue
    Xu, Zaicheng
    Yang, Zhenzhou
    Peng, Yuan
    IMMUNOLOGY, 2023, 168 (02) : 320 - 330