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Identification of dysregulated genes in rheumatoid arthritis based on bioinformatics analysis
- Source :
- PeerJ, PeerJ, Vol 5, p e3078 (2017)
- Publication Year :
- 2017
- Publisher :
- PeerJ Inc., 2017.
-
Abstract
- BackgroundRheumatoid arthritis (RA) is a chronic auto-inflammatory disorder of joints. The present study aimed to identify the key genes in RA for better understanding the underlying mechanisms of RA.MethodsThe integrated analysis of expression profiling was conducted to identify differentially expressed genes (DEGs) in RA. Moreover, functional annotation, protein–protein interaction (PPI) network and transcription factor (TF) regulatory network construction were applied for exploring the potential biological roles of DEGs in RA. In addition, the expression level of identified candidate DEGs was preliminarily detected in peripheral blood cells of RA patients in theGSE17755dataset. Quantitative real-time polymerase chain reaction (qRT-PCR) was conducted to validate the expression levels of identified DEGs in RA.ResultsA total of 378 DEGs, including 202 up- and 176 down-regulated genes, were identified in synovial tissues of RA patients compared with healthy controls. DEGs were significantly enriched in axon guidance, RNA transport and MAPK signaling pathway. RBFOX2, LCK and SERBP1 were the hub proteins in the PPI network. In the TF-target gene network, RBFOX2, POU6F1, WIPF1 and PFKFB3 had the high connectivity with TFs. The expression status of 11 candidate DEGs was detected inGSE17755, the expression levels of MAT2A and NSA2 were significantly down-regulated and CD47 had the up-regulated tendency in peripheral blood cells of patients with RA compared with healthy individuals. qRT-PCR results of MAT2A, NSA2, CD47 were compatible with our bioinformatics analyses.DiscussionOur study might provide valuable information for exploring the pathogenesis mechanism of RA and identifying the potential biomarkers for RA diagnosis.
- Subjects :
- 0301 basic medicine
Integrated analysis
Bioinformatics
Gene regulatory network
lcsh:Medicine
Computational biology
Pathogenesis
Biology
General Biochemistry, Genetics and Molecular Biology
law.invention
03 medical and health sciences
Rheumatology
law
medicine
Rheumatoid arthritis
Transcription factor
Gene
Polymerase chain reaction
Mechanism (biology)
General Neuroscience
lcsh:R
General Medicine
Regulatory network
medicine.disease
Gene expression profiling
030104 developmental biology
Orthopedics
Differentially expressed genes
General Agricultural and Biological Sciences
Subjects
Details
- Language :
- English
- ISSN :
- 21678359
- Volume :
- 5
- Database :
- OpenAIRE
- Journal :
- PeerJ
- Accession number :
- edsair.doi.dedup.....133c3beec7c10c722cc4b76ea225de2f