Integrative analyses of immune-related biomarkers and associated mechanisms in coronary heart disease

被引:3
作者
Zhang, Lianbo [1 ]
Li, Guibin [2 ]
Liang, Bo [3 ]
Su, Xiaoli [4 ]
Xie, Haolin [5 ]
Sun, Hongxia [6 ]
Wu, Ge [1 ]
机构
[1] Jilin Prov FAW Gen Hosp, Dept Clin Pharm, Changchun, Peoples R China
[2] Jilin Prov FAW Gen Hosp, Dept Orthopaed, Changchun, Peoples R China
[3] Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Cardiol, Hangzhou, Peoples R China
[4] Jilin Prov FAW Gen Hosp, Dept Human Resources, Changchun, Peoples R China
[5] Jilin Prov FAW Gen Hosp, Med Assoc Off, Changchun, Peoples R China
[6] Beihua Univ, Sch Pharm, Dept Pharmacol, Jilin, Jilin, Peoples R China
关键词
Coronary artery disease; Immune; miRNA-mRNA-TF network; SNP-miRNA network; ARTERY-DISEASE; STRING DATABASE; R-PACKAGE; MICRORNA; GENES; CYTOSCAPE; NETWORKS; ATHEROSCLEROSIS; FAILURE; PATHWAY;
D O I
10.1186/s12920-022-01375-w
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Various studies showed that the effect of immune activation is pro-atherogenic and coronary heart disease (CHD) should therefore be considered an autoimmune disease. This study aimed to identify potential immune-related biomarkers, pathways, and the potential regulatory networks underlying CHD. Differentially expressed genes (DEGs) between CHD and control samples were determined by analyzing GSE71226 and GSE9128. The overlapping differential expression immune-related genes (DE-IRGs) for CHD were identified by analyzing the ImmPort database and two GEO databases. A total of 384 DE-IRGs were identified. Subsequently, comprehensive enrichment analyses suggested that DE-IRGs were enriched in immune-related pathways, including autoimmune thyroid disease, the intestinal immune network for IGA production, and downstream signaling events of B cell receptors. The signature of DE-IRGs was validated using an external independent dataset GSE20681 (AUC = 0.875). Furthermore, we conducted protein-protein interaction network analysis and identified eight hub genes, which were most enriched in regulation of defense response, NF-kappa B signaling pathway, regulation of JNK cascade, and regulation of cytokine production. Moreover, networks of miRNAs-mRNAs and transcription factors (TFs)-mRNA underlying the integrated data were established, involving eight miRNAs and 76 TF-targeting hub genes. Ultimately, 17 SNPs in miRNA-mediated gene networks were identified. We screened potential immune-related genes in CHD and constructed miRNA-mRNA-TF and SNP-miRNA networks, which not only provide inspired insights into the occurrence and the molecular mechanisms of CHD but also lay a foundation for targeting potential biomarkers using immunotherapy and for understanding the molecular mechanisms of CHD.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Identification of immune-related biomarkers and construction of regulatory network in patients with atherosclerosis
    Dong, Ruoyu
    Jiang, Guangwei
    Tian, Yunjie
    Shi, Xiaoming
    BMC MEDICAL GENOMICS, 2022, 15 (01)
  • [22] Identification of immune-related biomarkers and construction of regulatory network in patients with atherosclerosis
    Ruoyu Dong
    Guangwei Jiang
    Yunjie Tian
    Xiaoming Shi
    BMC Medical Genomics, 15
  • [23] Biomarkers Associated with Immune-Related Adverse Events under Checkpoint Inhibitors in Metastatic Melanoma
    Woelffer, Marcus
    Battke, Florian
    Schulze, Martin
    Feldhahn, Magdalena
    Flatz, Lukas
    Martus, Peter
    Forschner, Andrea
    CANCERS, 2022, 14 (02)
  • [24] Identification of Immune-Related Biomarkers for Sciatica in Peripheral Blood
    Jin, Xin
    Wang, Jun
    Ge, Lina
    Hu, Qing
    FRONTIERS IN GENETICS, 2021, 12
  • [25] Identification and Analysis of Potential Immune-Related Biomarkers in Endometriosis
    He, Yanan
    Li, Jixin
    Qu, Yanjun
    Sun, Liyuan
    Zhao, Xibo
    Wu, Han
    Zhang, Guangmei
    JOURNAL OF IMMUNOLOGY RESEARCH, 2023, 2023
  • [26] Identification of Immune-Related Prognostic Biomarkers in Pancreatic Cancer
    Lin, Xiaoyan
    Ma, Jiakang
    Ren, Kaikai
    Hou, Mingyu
    Zhou, Bo
    Shen, Yong
    Zhang, Ling
    Yuan, Ling
    Ma, Jun
    NANOSCIENCE AND NANOTECHNOLOGY LETTERS, 2020, 12 (12) : 1355 - 1367
  • [27] Construction of an HCC recurrence model based on the investigation of immune-related lncRNAs and related mechanisms
    Wang, Xiang-Xu
    Wu, Li-Hong
    Ai, Liping
    Pan, Wei
    Ren, Jing-Yi
    Zhang, Qiong
    Zhang, Hong-Mei
    MOLECULAR THERAPY-NUCLEIC ACIDS, 2021, 26 : 1387 - 1400
  • [28] Endogenous Bioactive Peptides as Potential Biomarkers for Atherosclerotic Coronary Heart Disease
    Watanabe, Takuya
    Sato, Kengo
    Itoh, Fumiko
    Wakabayashi, Kohei
    Shichiri, Masayoshi
    Hirano, Tsutomu
    SENSORS, 2012, 12 (04) : 4974 - 4985
  • [29] Ocular immune-related diseases: molecular mechanisms and therapy
    Wang, Yakun
    Gao, Shangze
    Cao, Fan
    Yang, Hui
    Lei, Fengyang
    Hou, Shengping
    MEDCOMM, 2024, 5 (12):
  • [30] Immune-related biomarkers and suicidal behaviors: A meta-analysis
    Neupane, Sudan Prasad
    Daray, Federico M.
    Ballard, Elizabeth D.
    Galfalvy, Hanga
    Itzhaky, Liat
    Segev, Aviv
    Shelef, Assaf
    Tene, Oren
    Rizk, Mina M.
    Mann, J. John
    Zalsman, Gil
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2023, 75 : 15 - 30