The molecular mechanism underlying dermatomyositis related interstitial lung disease: evidence from bioinformatic analysis and in vivo validation

被引:3
|
作者
Zeng, Li [1 ,2 ]
Tang, Yiping [2 ,3 ]
Zhang, Yichen [2 ,4 ,5 ]
Yue, Li [2 ,4 ,6 ]
Ma, Gang [2 ,4 ,6 ]
Ye, Xumin [2 ,4 ,7 ]
Yang, Lijing [2 ,4 ,5 ]
Chen, Kai [1 ,2 ]
Zhou, Qiao [2 ,4 ,8 ]
机构
[1] Univ Elect Sci & Technol China, Sichuan Acad Med Sci, Dept Neurol, Chengdu, Peoples R China
[2] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Chengdu, Peoples R China
[3] Univ Elect Sci & Technol China, Dept Internal Med, Sichuan Acad Med Sci, Chengdu, Peoples R China
[4] Univ Elect Sci & Technol China, Sichuan Acad Med Sci, Dept Rheumatol & Immunol, Chengdu, Peoples R China
[5] Univ Elect Sci & Technol China, Sch Med, Chengdu, Peoples R China
[6] Chengdu Univ Tradit Chinese Med, Chengdu, Peoples R China
[7] Southwest Med Univ, Luzhou, Peoples R China
[8] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Clin Immunol Translat Med Key Lab Sichuan Prov, Chengdu, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
基金
中国国家自然科学基金;
关键词
dermatomyositis; interstitial lung disease; idiopathic pulmonary fibrosis; bioinformatic analysis; extracellular matrix; IDIOPATHIC PULMONARY-FIBROSIS; LYSYL OXIDASE; INFLAMMATORY MYOPATHIES; CLINICAL-SIGNIFICANCE; POSITIVE ASSOCIATION; PERIOSTIN; COLLAGEN; AUTOANTIBODIES; POLYMYOSITIS; ACTIVATION;
D O I
10.3389/fimmu.2023.1288098
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background: Dermatomyositis (DM) is an autoimmune and inflammatory disease that can affect the lungs, causing interstitial lung diseases (ILD). However, the exact pathophysiological mechanisms underlying DM-ILD are unknown. Idiopathic pulmonary fibrosis (IPF) belongs to the broader spectrum of ILD and evidence shows that common pathologic pathways might lie between IPF and DM-ILD.Methods: We retrieved gene expression profiles of DM and IPF from the Gene Expression Omnibus (GEO) and utilized weighted gene co-expression network analysis (WGCNA) to reveal their co-expression modules. We then performed a differentially expressed gene (DEG) analysis to identify common DEGs. Enrichment analyses were employed to uncover the hidden biological pathways. Additionally, we conducted protein-protein interaction (PPI) networks analysis, cluster analysis, and successfully found the hub genes, whose levels were further validated in DM-ILD patients. We also examined the relationship between hub genes and immune cell abundance in DM and IPF. Finally, we conducted a common transcription factors (TFs)-genes network by NetworkAnalyst.Results: WGCNA revealed 258 intersecting genes, while DEG analysis identified 66 shared genes in DM and IPF. All of these genes were closely related to extracellular matrix and structure, cell-substrate adhesion, and collagen metabolism. Four hub genes (POSTN, THBS2, COL6A1, and LOXL1) were derived through intersecting the top 30 genes of the WGCNA and DEG sets. They were validated as active transcripts and showed diagnostic values for DM and IPF. However, ssGSEA revealed distinct infiltration patterns in DM and IPF. These four genes all showed a positive correlation with immune cells abundance in DM, but not in IPF. Finally, we identified one possible key transcription factor, MYC, that interact with all four hub genes.Conclusion: Through bioinformatics analysis, we identified common hub genes and shared molecular pathways underlying DM and IPF, which provides valuable insights into the intricate mechanisms of these diseases and offers potential targets for diagnostic and therapeutic interventions.
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页数:13
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