Bioinformatics Analysis of Prognostic Significance and Immune Characteristics of CXC Chemokine Family in Patients with Lung Adenocarcinoma

被引:0
|
作者
Bian, Dachen [1 ]
Chen, Yanhua [1 ]
机构
[1] Department of Respiratory and Critical Care Medicine, Jiangsu Taizhou People's Hospital, Taizhou,225300, China
关键词
Bioinformatics - Biological organs - Cytology - Diagnosis - Diseases - Forecasting - Hazards - Patient treatment - Regression analysis - Risk assessment - T-cells;
D O I
暂无
中图分类号
学科分类号
摘要
Objective. To screen CXC chemokines related to the risk of lung adenocarcinoma (LUAD) using bioinformatics and construct a CXC-based prognostic risk model to improve the diagnosis and treatment of LUAD patients. Methods. The Cancer Genome Atlas (TCGA) database and Gene Expression Omnibus (GEO) database were searched to obtain mRNA expression data and clinicopathological information of LUAD patients. CXC genes differentially expressed in LUAD were screened using the R packages. Further, risk factors significantly associated with the survival of LUAD patients were obtained by the univariate Cox proportional hazard regression, LASSO regression, and multivariate Cox proportional hazard regression analysis, following which a risk prediction model was constructed. The performance of the CXCL13-based model in predicting the prognosis of low-risk and high-risk effect LUAD patients was verified, and the association between the model and the degree of tumor immune cell infiltration was investigated. Results. CXCL13 was significantly highly expressed in the cancer tissues of LUAD patients. The risk of death in patients with highly expressed CXCL13 was about 1.5 times higher than in those with lowly expressed CXCL13 (HR=1.5153357). CXCL13-based risk scoring showed that the high-risk score of LUAD patients was significantly correlated with poor prognosis, but no relation between the two was found in the GEO validation sets, suggesting that this risk model may not be accurate enough. In addition, activated B cells, CD4+ T cells, CD8+ T cells, and dendritic cells were significantly positively correlated with the high risk of LUAD. Conclusions. Although we found that a high expression of CXCL13 was associated with a high risk of death and immune cell infiltration and activation in LUAD patients, the CXCL13-based risk model was not accurate enough for predicting the prognosis of LUAD patients. © 2022 Dachen Bian and Yanhua Chen.
引用
下载
收藏
相关论文
共 50 条
  • [41] Validating HMMR Expression and Its Prognostic Significance in Lung Adenocarcinoma Based on Data Mining and Bioinformatics Methods
    Li, Xia
    Zuo, Haiwei
    Zhang, Li
    Sun, Qiuwen
    Xin, Yong
    Zhang, Longzhen
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [42] Prognostic significance of BZW2 expression in lung adenocarcinoma patients
    Wang, Shouhua
    Bai, Wenxiang
    Huang, Juan
    Lv, Fengya
    Bai, Hua
    INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY, 2019, 12 (12): : 4289 - 4296
  • [43] Prognostic significance of ACP5 expression in patients with lung adenocarcinoma
    Gao, Ya-Li
    Liu, Mei-Rong
    Yang, Shu-Xiang
    Dong, Yu-Jin
    Tan, Xiao-Feng
    CLINICAL RESPIRATORY JOURNAL, 2018, 12 (03): : 1100 - 1105
  • [44] Prognostic significance of cribriform adenocarcinoma of the lung: validation analysis of 1,057 Japanese patients with resected lung adenocarcinoma and a review of the literature
    Nakajima, Naoki
    Yoshizawa, Akihiko
    Rokutan-Kurata, Mariyo
    Noguchi, Misa
    Teramoto, Yuki
    Sumiyoshi, Shinji
    Kondo, Kyoko
    Sonobe, Makoto
    Hamaji, Masatsugu
    Menju, Toshi
    Date, Hiroshi
    Haga, Hironori
    TRANSLATIONAL LUNG CANCER RESEARCH, 2021, 10 (01) : 117 - +
  • [45] Comprehensive bioinformatics analysis reveals the significance of forkhead box family members in pancreatic adenocarcinoma
    Hu, Wei
    Li, Mingxu
    Wang, Yan
    Zhong, Chengcheng
    Si, Xinxin
    Shi, Xiao
    Wang, Zhong
    AGING-US, 2023, 15 (01): : 92 - 107
  • [46] Comprehensive Analysis of SMC Gene Family Prognostic Value and Immune Infiltration in Patients With Pancreatic Adenocarcinoma
    Nie, Hui
    Wu, Yanhao
    Ou, Chunlin
    He, Xiaoyun
    FRONTIERS IN MEDICINE, 2022, 9
  • [47] Systemic analysis the expression, prognostic, and immune infiltrates significance of MS4A family in lung cancer
    Cen, Caize
    Tang, Jiameng
    Su, Qisheng
    Zhang, Zunni
    Yang, Zheng
    Mo, Wuning
    ALL LIFE, 2022, 15 (01) : 134 - 146
  • [48] Prognostic significance of neuroendocrine differentiation in adenocarcinoma of the lung
    Hiroshima, K
    Iyoda, A
    Shibuya, K
    Toyozaki, T
    Haga, Y
    Fujisawa, T
    Ohwada, H
    ANNALS OF THORACIC SURGERY, 2002, 73 (06): : 1732 - 1735
  • [49] PROGNOSTIC-SIGNIFICANCE OF LAMININ IN ADENOCARCINOMA OF THE LUNG
    NISHINO, T
    ISHIDA, T
    OKA, T
    YASUMOTO, K
    SUGIMACHI, K
    JOURNAL OF SURGICAL ONCOLOGY, 1990, 43 (04) : 214 - 218
  • [50] Bioinformatics analysis combined with experiments predicts CENPK as a potential prognostic factor for lung adenocarcinoma
    Jiayu Ma
    Xiaochuan Chen
    Mingqiang Lin
    Zhiping Wang
    Yahua Wu
    Jiancheng Li
    Cancer Cell International, 21