Exploration of the Shared Gene Signatures and Molecular Mechanisms Between Systemic Lupus Erythematosus and Pulmonary Arterial Hypertension: Evidence From Transcriptome Data
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作者:
Yao, Menghui
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Yao, Menghui
[1
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Zhang, Chunyi
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Zhang, Chunyi
[1
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Gao, Congcong
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Gao, Congcong
[1
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Wang, Qianqian
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Wang, Qianqian
[1
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Dai, Mengmeng
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Dai, Mengmeng
[1
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Yue, Runzhi
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Yue, Runzhi
[1
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Sun, Wenbo
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Sun, Wenbo
[1
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Liang, Wenfang
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Liang, Wenfang
[1
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Zheng, Zhaohui
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Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R ChinaZhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
Zheng, Zhaohui
[1
]
机构:
[1] Zhengzhou Univ, Dept Rheumatol, Affiliated Hosp 1, Zhengzhou, Peoples R China
systemic lupus erythematosus;
pulmonary arterial hypertension;
WGCNA;
differential gene analysis;
type I IFN;
miRNAs-mRNAs;
I INTERFERON;
RISK-FACTORS;
UBIQUITIN;
CELLS;
MANIFESTATIONS;
PATHOGENESIS;
SURVIVAL;
IMMUNITY;
DISEASE;
D O I:
10.3389/fimmu.2021.658341
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 Systemic lupus erythematosus (SLE) is an autoimmune disease that can affect multiple systems. Pulmonary arterial hypertension (PAH) has a close linkage with SLE. However, the inter-relational mechanisms between them are still unclear. This article aimed to explore the shared gene signatures and potential molecular mechanisms in SLE and PAH. Methods The microarray data of SLE and PAH in the Gene Expression Omnibus (GEO) database were downloaded. The Weighted Gene Co-Expression Network Analysis (WGCNA) was used to identify the co-expression modules related to SLE and PAH. The shared genes existing in the SLE and PAH were performed an enrichment analysis by ClueGO software, and their unique genes were also performed with biological processes analyses using the DAVID website. The results were validated in another cohort by differential gene analysis. Moreover, the common microRNAs (miRNAs) in SLE and PAH were obtained from the Human microRNA Disease Database (HMDD) and the target genes of whom were predicted through the miRTarbase. Finally, we constructed the common miRNAs-mRNAs network with the overlapped genes in target and shared genes. Results Using WGCNA, four modules and one module were identified as the significant modules with SLE and PAH, respectively. A ClueGO enrichment analysis of shared genes reported that highly activated type I IFN response was a common feature in the pathophysiology of SLE and PAH. The results of differential analysis in another cohort were extremely similar to them. We also proposed a disease road model for the possible mechanism of PAH secondary to SLE according to the shared and unique gene signatures in SLE and PAH. The miRNA-mRNA network showed that hsa-miR-146a might regulate the shared IFN-induced genes, which might play an important role in PAH secondary to SLE. Conclusion Our work firstly revealed the high IFN response in SLE patients might be a crucial susceptible factor for PAH and identified novel gene candidates that could be used as biomarkers or potential therapeutic targets.
机构:
Jacobi Med Ctr, N Bronx Healthcare Network, Dept Med, Bronx, NY 10467 USA
N Cent Bronx Hosp, Bronx, NY 10467 USA
Albert Einstein Coll Med, Dept Med, Bronx, NY 10461 USAJacobi Med Ctr, N Bronx Healthcare Network, Dept Med, Bronx, NY 10467 USA
机构:
Univ Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Prabu, A.
Patel, K.
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机构:
Univ Birmingham, Dept Cardiol, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Patel, K.
Townend, J. N.
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h-index: 0
机构:
Univ Birmingham, Dept Cardiol, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Townend, J. N.
Thickett, D.
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h-index: 0
机构:
Univ Birmingham, Dept Resp Med, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Thickett, D.
Nightingale, P.
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机构:
Univ Birmingham, Dept Stat, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Nightingale, P.
Toescu, V.
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机构:
Univ Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Toescu, V.
Yee, C.
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h-index: 0
机构:
Univ Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Yee, C.
Situnayake, R. D.
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h-index: 0
机构:
City Hosp, Dept Rheumatol, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England
Situnayake, R. D.
Gordon, C.
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机构:
Univ Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, EnglandUniv Birmingham, Dept Rheumatol, Div Immun & Infect, Birmingham, W Midlands, England