Identification of immune-related hub genes in chronic obstructive pulmonary disease

被引:0
|
作者
Zhang, Lingyu
Zuo, Liwei [1 ]
机构
[1] Daqing Oilfield Gen Hosp, Emergency Dept, Ward 45,9 Zhongkang St, Daqing 163000, Heilongjiang, Peoples R China
关键词
Chronic obstructive pulmonary disease; Immunity; Enrichment analysis; Hub genes; Protein-drug interactions; RISK;
D O I
10.1016/j.jnma.2024.10.008
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: As a prevalent persistent respiratory disease, chronic obstructive pulmonary disease (COPD) is featured by airflow limitation and chronic inflammation. This study focused on the identification of immune-related hub genes in COPD. Methods: We employed the GSE38974 dataset to analyze differentially expressed genes (DEGs) of COPD. Then, we obtained COPD immune-related DEGs (COPD-IMDEGs) based on the intersection of DEGs and immune-related genes. Subsequently, we carried out Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses on COPD-IMDEGs. We established a protein-protein interaction network based on COPD-IMDEGs. The hub genes were determined by utilizing the Maximal Clique Centrality method. We utilized receiver operating characteristic (ROC) curves to analyze the clinical significance of hub genes in COPD. In addition, potential drugs targeting hub genes were predicted based on interactions between hub gene-corresponding proteins and drugs. Results: A total of 45 COPD-IMDEGs were obtained through differential analysis. Enrichment analyses showed that COPD-IMDEGs were associated with cytokines, growth factors, and receptor ligands. Ten COPD-IMDEGs were identified as hub genes. As shown by ROC curves, these genes had potential value in identifying COPD patients. Drug prediction results showed that simvastatin and other drugs targeted hub genes. Conclusion: This study analyzed the potential biological functions enriched by COPD-IMDEGs, identified ten genes as biological markers for diagnosing COPD, and predicted potential drugs for treating COPD.
引用
收藏
页码:673 / 681
页数:9
相关论文
共 50 条
  • [31] Identification of related-genes of T cells in lung tissue of chronic obstructive pulmonary disease based on bioinformatics and experimental validation
    Xue, Ting
    Dong, Fei
    Gao, Jinglin
    Zhong, Xiaoning
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [32] Identification of key immune-related genes and immune infiltration in atrial fibrillation with valvular heart disease based on bioinformatics analysis
    Li, Shuo
    Jiang, Zhiyuan
    Chao, Xiaoying
    Jiang, Chenyang
    Zhong, Guoqiang
    JOURNAL OF THORACIC DISEASE, 2021, 13 (03) : 1785 - 1798
  • [33] CHRONIC OBSTRUCTIVE PULMONARY DISEASE - WORK-RELATED DISEASE
    Wiszniewska, Marta
    Lipinska-Ojrzanowska, Agnieszka
    Ziemba, Krzysztof
    Walusiak-Skorupa, Jolanta
    MEDYCYNA PRACY, 2012, 63 (02) : 217 - 228
  • [34] The consequences of altered microbiota in immune-related chronic kidney disease
    Lau, Wei Ling
    Chang, Yongen
    Vaziri, Nosratola D.
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2021, 36 (10) : 1791 - 1798
  • [35] Identification of hub genes related to silicone-induced immune response in rats
    Huang, Xiaolu
    Zhou, Yiwen
    Liu, Wenhui
    Li, Haizhou
    Liang, Xiao
    Jin, Rui
    Du, Hengyu
    He, Jizhou
    Chai, Bangda
    Duan, Ran
    Li, Qingfeng
    ONCOTARGET, 2017, 8 (59) : 99772 - 99783
  • [36] Prioritizing chronic obstructive pulmonary disease (COPD) candidate genes in COPD-related networks
    Zhang, Yihua
    Li, Wan
    Feng, Yuyan
    Guo, Shanshan
    Zhao, Xilei
    Wang, Yahui
    He, Yuehan
    He, Weiming
    Chen, Lina
    ONCOTARGET, 2017, 8 (61) : 103375 - 103384
  • [37] Pulmonary Embolism and Chronic Obstructive Pulmonary Disease
    Bertoletti, Laurent
    Couturaud, Francis
    Sanchez, Olivier
    Jimenez, David
    SEMINARS IN THROMBOSIS AND HEMOSTASIS, 2023, 49 (08) : 809 - 815
  • [38] The impact of chronic obstructive pulmonary disease on the risk of immune-related pneumonitis in lung cancer patients undergoing immunotherapy: a systematic review and meta-analysis
    Li, Fangyuan
    Zheng, Lei
    Xu, Xiaoxia
    Jin, Jianjiang
    Li, Xingxing
    Zhou, Li
    BMC PULMONARY MEDICINE, 2024, 24 (01):
  • [39] Identification and validation of metabolism-related hub genes in idiopathic pulmonary fibrosis
    Zeng, Youjie
    Huang, Jun
    Guo, Ren
    Cao, Si
    Yang, Heng
    Ouyang, Wen
    FRONTIERS IN GENETICS, 2023, 14
  • [40] Chronic obstructive pulmonary disease and sleep related disorders
    Tsai, Sheila C.
    CURRENT OPINION IN PULMONARY MEDICINE, 2017, 23 (02) : 124 - 128