Expression profile analysis reveals hub genes that are associated with immune system dysregulation in primary myelofibrosis

被引:3
|
作者
Ma, Haotian [1 ]
Liu, Jincen [1 ]
Li, Zilong [2 ]
Xiong, Huaye [3 ]
Zhang, Yulei [1 ]
Song, Yanping [4 ]
Lai, Jianghua [1 ]
机构
[1] Xi An Jiao Tong Univ, Coll Forens Sci, Xian, Peoples R China
[2] Xi An Jiao Tong Univ, Coll Basic Med Sci, Xian, Peoples R China
[3] Southwest Univ, Coll Resources & Environm, Chongqing, Peoples R China
[4] Cent Hosp Xian, Inst Hematol, Xian, Peoples R China
基金
中国国家自然科学基金;
关键词
Primary myelofibrosis; bioinformatics; hub genes; immune cells; immune system dysregulation; INTERNATIONAL WORKING GROUP; T-CELLS; MYELOPEROXIDASE; HAPTOGLOBIN; IDENTIFICATION; MICE; IMMUNOTHERAPY; INFLAMMATION; INDUCTION; FIBROSIS;
D O I
10.1080/16078454.2021.1945237
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objection Primary myelofibrosis (PMF) is a familiar chronic myeloproliferative disease with an unfavorable prognosis. The effect of infection on the prognosis of patients with PMF is crucial. Immune system dysregulation plays a central role in the pathophysiology of PMF. To date, very little research has been conducted on the molecular mechanism of immune compromise in patients with PMF. Methods To explore potential candidate genes, microarray datasets GSE61629 and 26049 were obtained from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) between PMF patients and normal individuals were evaluated, gene function was measured and a series of hub genes were identified. Several significant immune cells were selected via cell type enrichment analysis. The correlation between hub genes and significant immune cells was determined. Results A total of 282 DEGs were found, involving 217 upregulated genes and 65 downregulated genes. Several immune cells were found to be reduced in PMF, such as CD4(+) T cells, CD4(+) Tems, CD4(+) memory T cells. Gene Ontology (GO) enrichment analysis of DEGs reflected that most biological processes were associated with immune processes. Six hub genes, namely, HP, MPO, MMP9, EPB42, SLC4A1, and ALAS2, were identified, and correlation analysis revealed that these hub genes have a negative correlation with immune cell abundance. Conclusions Taken together, the gene expression profile of whole blood cells in PMF patients indicated a battery of immune events, and the DEGs and hub genes might contribute to immune system dysregulation.
引用
收藏
页码:478 / 490
页数:13
相关论文
共 50 条
  • [1] Comprehensive analysis reveals hub genes associated with immune cell infiltration in allergic rhinitis
    Li, Hui
    Huang, Shi-En
    Geng, Cong-Li
    Wu, Yu-Xiao
    Shi, Mu-Han
    Wang, Min
    WORLD JOURNAL OF OTORHINOLARYNGOLOGY-HEAD & NECK SURGERY, 2023, 9 (04): : 340 - 351
  • [2] Weighted gene co-expression network analysis reveals the hub genes associated with pulmonary hypertension
    Wang, Shengyan
    Sun, Dejun
    Liu, Chuanchuan
    Guo, Yong
    Ma, Jie
    Ge, Ri-li
    Cui, Sen
    EXPERIMENTAL BIOLOGY AND MEDICINE, 2023, 248 (03) : 217 - 231
  • [3] Analysis of dysregulation of immune system in pancreatic cancer based on gene expression profile
    Wang, Baosheng
    Sun, Shaolong
    Liu, Zhen
    MOLECULAR BIOLOGY REPORTS, 2014, 41 (07) : 4361 - 4367
  • [4] Bioinformatic Analysis Reveals Novel Immune-Associated Hub Genes in Human Membranous Nephropathy
    Tang, Wanxin
    Wang, Zheng
    Cao, Yiling
    Zhang, Dongmei
    Mi, Xuhua
    GENETIC TESTING AND MOLECULAR BIOMARKERS, 2019, 23 (01) : 23 - 31
  • [5] Comprehensive bioinformatics analysis reveals the hub genes and pathways associated with multiple myeloma
    Zhao, Shengli
    Mo, Xiaoyi
    Wen, Zhenxing
    Ren, Lijuan
    Chen, Zhipeng
    Lin, Wei
    Wang, Qi
    Min, Shaoxiong
    Chen, Bailing
    HEMATOLOGY, 2022, 27 (01) : 280 - 292
  • [6] Investigating immune dysregulation and hub genes in septic cardiomyopathy development
    Li, Wenli
    Hua, Shi
    Yang, Jianzhong
    Cao, Yang
    Gao, Ranran
    Sun, Hu
    Yang, Kai
    Wang, Ying
    Peng, Peng
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [7] Weighted gene co-expression network analysis reveals specific modules and hub genes related to immune infiltration of osteoarthritis
    Cao, Jiangang
    Ding, Han
    Shang, Jun
    Ma, Lei
    Wang, Qi
    Feng, Shiqing
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (20)
  • [8] Based on Weighted Gene Co-Expression Network Analysis Reveals the Hub Immune Infiltration-Related Genes Associated with Ulcerative Colitis
    Tan, Zongbiao
    Liu, Chuan
    He, Pengzhan
    Wu, Yanrui
    Li, Jiao
    Zhang, Jixiang
    Dong, Weiguo
    JOURNAL OF INFLAMMATION RESEARCH, 2024, 17 : 357 - 370
  • [9] Integrative Identification of Hub Genes Associated With Immune Cells in Atrial Fibrillation Using Weighted Gene Correlation Network Analysis
    Yan, Tao
    Zhu, Shijie
    Zhu, Miao
    Wang, Chunsheng
    Guo, Changfa
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2021, 7
  • [10] Verification of hub genes in the expression profile of aortic dissection
    Wang, Weitie
    Liu, Qing
    Wang, Yong
    Piao, Hulin
    Li, Bo
    Zhu, Zhicheng
    Li, Dan
    Wang, Tiance
    Xu, Rihao
    Liu, Kexiang
    PLOS ONE, 2019, 14 (11):