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
  • [31] Identification and analysis of prognostic immune cell homeostasis characteristics in lung adenocarcinoma
    Sun, Yidan
    Ma, Qianqian
    Chen, Yixun
    Liao, Dongying
    Kong, Fanming
    CLINICAL RESPIRATORY JOURNAL, 2024, 18 (05):
  • [32] Identification of Prognostic Factors Related to Super Enhancer-Regulated ceRNA Network in Metastatic Lung Adenocarcinoma
    Li, Mingjiang
    Yang, Bo
    Li, Xiaoping
    Ren, Haixia
    Zhang, Liang
    Li, Lei
    Li, Wei
    Wang, Xuhui
    Zhou, Honggang
    Zhang, Weidong
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 : 6261 - 6275
  • [33] Crosstalk of angiogenesis-related subtypes, establishment of a prognostic signature and immune infiltration characteristics in colorectal adenocarcinoma
    Cui, Guoliang
    Liu, Jinhui
    Wang, Manli
    Shon, Kinyu
    Wang, Can
    Wei, Fei
    Sun, Zhiguang
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [34] Screening and Identification of Four Prognostic Genes Related to Immune Infiltration and G-Protein Coupled Receptors Pathway in Lung Adenocarcinoma
    Wang, Yan
    Qiu, Liwei
    Chen, Yu
    Zhang, Xia
    Yang, Peng
    Xu, Feng
    FRONTIERS IN ONCOLOGY, 2021, 10
  • [35] Comprehensive analysis of ceRNA networks reveals prognostic lncRNAs related to immune infiltration in colorectal cancer
    Jingyi Chen
    Yuxuan Song
    Mei Li
    Yu Zhang
    Tingru Lin
    Jie Sun
    Di Wang
    Yulan Liu
    Jingzhu Guo
    Weidong Yu
    BMC Cancer, 21
  • [36] Pan-Cancer Analysis of Immune Cell Infiltration Identifies a Prognostic Immune-Cell Characteristic Score (ICCS) in Lung Adenocarcinoma
    Zuo, Shuguang
    Wei, Min
    Wang, Shiqun
    Dong, Jie
    Wei, Jiwu
    FRONTIERS IN IMMUNOLOGY, 2020, 11
  • [37] Comprehensive analysis of ceRNA networks reveals prognostic lncRNAs related to immune infiltration in colorectal cancer
    Chen, Jingyi
    Song, Yuxuan
    Li, Mei
    Zhang, Yu
    Lin, Tingru
    Sun, Jie
    Wang, Di
    Liu, Yulan
    Guo, Jingzhu
    Yu, Weidong
    BMC CANCER, 2021, 21 (01)
  • [38] Clinical significance and immune landscape of a novel immune cell infiltration-based prognostic model in lung adenocarcinoma
    Qiu, Lupeng
    Yang, Zizhong
    Jia, Guhe
    Liang, Yanjie
    Du, Sicheng
    Zhang, Jian
    Liu, Minglu
    Zhao, Xiao
    Jiao, Shunchang
    HELIYON, 2024, 10 (12)
  • [39] Prognostic and immune correlation analysis of mitochondrial autophagy and aging-related genes in lung adenocarcinoma
    Meng, Xiangzhi
    Song, Weijian
    Zhou, Boxuan
    Liang, Mei
    Gao, Yushun
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (18) : 16311 - 16335
  • [40] DPYSL2 as potential diagnostic and prognostic biomarker linked to immune infiltration in lung adenocarcinoma
    Yang-Jie Wu
    Ai-Tao Nai
    Gui-Cheng He
    Fei Xiao
    Zhi-Min Li
    San-Yuan Tang
    Yan-Ping Liu
    Xiao-Hong Ai
    World Journal of Surgical Oncology, 19