Genome-wide expression and methylation profiles reveal candidate genes and biological processes underlying synovial inflammatory tissue of patients with osteoarthritis
- PMID: 26171692
- DOI: 10.1111/1756-185X.12643
Genome-wide expression and methylation profiles reveal candidate genes and biological processes underlying synovial inflammatory tissue of patients with osteoarthritis
Abstract
Aim: The aim of the study was to identify osteoarthritis (OA)-related biological markers and processes.
Methods: The gene expression profile GSE46750 including 12 normal and 12 inflammatory synovial membrane samples, as well as the DNA methylation profile GSE43269, including 18 normal samples and 23 OA samples, were used. Differentially expressed genes (DEGs) and differentially methylated genes (DMGs) were screened. Gene Ontology (GO) and pathway enrichment analysis together with protein-protein interaction (PPI) and microRNA (miRNA) regulatory networks of DEGs or DMGs were performed. Integrated analysis of DEGs and DMGs was conducted.
Results: A total of 662 DEGs, including 419 up- and 243 down-regulated genes as well as 198 DMGs, including 115 hypomethylated and 83 hypermethylated genes, were screened. GO terms and pathways enriched by up-regulated DEGs were mainly related to immune and inflammatory response. Down-regulated DEGs were entirely enriched in the cell cycle. Genes such as CDK1 (cyclin-dependent kinase 1) and MAD2L1 (MAD2 mitotic arrest deficient-like 1) were highlighted in PPI and the miRNA regulatory network. In addition, 14 overlapping genes between DEG and DMG lists, including CCL3L3 (chemokine C-C motif ligand 3) and IL-8 (interleukin 8) were obtained. Most of them were up-regulated and enriched in the immune and inflammatory response.
Conclusion: Cell cycle and its related genes, including CDK1 and MAD2L1 (down-regulated), may contribute to the development of OA. Methylation, particularly hypomethylation of genes including IL-8 and CCL3L3 could make positive effects on OA progress. However, further studies are still needed to confirm our results.
Keywords: differentially expressed genes; differentially methylated genes; methylation; network; osteoarthritis.
© 2015 Asia Pacific League of Associations for Rheumatology and Wiley Publishing Asia Pty Ltd.
Similar articles
-
Bioinformatics analysis to identify key genes and pathways influencing synovial inflammation in osteoarthritis.Mol Med Rep. 2018 Dec;18(6):5594-5602. doi: 10.3892/mmr.2018.9575. Epub 2018 Oct 23. Mol Med Rep. 2018. PMID: 30365099 Free PMC article.
-
Genome-wide expression and methylation profiling reveal candidate genes in osteoarthritis.Clin Exp Rheumatol. 2017 Nov-Dec;35(6):983-990. Epub 2017 Jun 29. Clin Exp Rheumatol. 2017. PMID: 28664830
-
Analysis of differences in the molecular mechanism of rheumatoid arthritis and osteoarthritis based on integration of gene expression profiles.Immunol Lett. 2015 Dec;168(2):246-53. doi: 10.1016/j.imlet.2015.09.011. Epub 2015 Sep 25. Immunol Lett. 2015. PMID: 26404854
-
Osteoarthritis year 2013 in review: genetics and genomics.Osteoarthritis Cartilage. 2013 Oct;21(10):1443-51. doi: 10.1016/j.joca.2013.07.001. Epub 2013 Jul 8. Osteoarthritis Cartilage. 2013. PMID: 23845519 Review.
-
MicroRNAs: exploring new horizons in osteoarthritis.Osteoarthritis Cartilage. 2016 Apr;24(4):573-80. doi: 10.1016/j.joca.2015.10.018. Epub 2015 Nov 11. Osteoarthritis Cartilage. 2016. PMID: 26576510 Review.
Cited by
-
Combined bioinformatics analysis reveals gene expression and DNA methylation patterns in osteoarthritis.Mol Med Rep. 2018 Jun;17(6):8069-8078. doi: 10.3892/mmr.2018.8874. Epub 2018 Apr 12. Mol Med Rep. 2018. PMID: 29658578 Free PMC article.
-
Bioinformatics prediction and experimental verification identify MAD2L1 and CCNB2 as diagnostic biomarkers of rhabdomyosarcoma.Cancer Cell Int. 2021 Nov 27;21(1):634. doi: 10.1186/s12935-021-02347-3. Cancer Cell Int. 2021. PMID: 34838000 Free PMC article.
-
Integrated Analysis of DNA Methylation and Gene Expression Profiles in a Rat Model of Osteoarthritis.Int J Mol Sci. 2024 Jan 2;25(1):594. doi: 10.3390/ijms25010594. Int J Mol Sci. 2024. PMID: 38203768 Free PMC article.
-
Associations between serum IL-8 and knee symptoms, joint structures, and cartilage or bone biomarkers in patients with knee osteoarthritis.Clin Rheumatol. 2019 Dec;38(12):3609-3617. doi: 10.1007/s10067-019-04718-8. Epub 2019 Aug 3. Clin Rheumatol. 2019. PMID: 31377918
-
Bioactive Compounds and Their Chondroprotective Effects for Osteoarthritis Amelioration: A Focus on Nanotherapeutic Strategies, Epigenetic Modifications, and Gut Microbiota.Nutrients. 2024 Oct 22;16(21):3587. doi: 10.3390/nu16213587. Nutrients. 2024. PMID: 39519419 Free PMC article. Review.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous