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Screen Key Genes Associated with Distraction-Induced Osteogenesis of Stem Cells Using Bioinformatics Methods.
- Source :
-
International journal of molecular sciences [Int J Mol Sci] 2021 Jun 17; Vol. 22 (12). Date of Electronic Publication: 2021 Jun 17. - Publication Year :
- 2021
-
Abstract
- Background : Applying mesenchymal stem cells (MSCs), together with the distraction osteogenesis (DO) process, displayed enhanced bone quality and shorter treatment periods. The DO guides the differentiation of MSCs by providing mechanical clues. However, the underlying key genes and pathways are largely unknown. The aim of this study was to screen and identify hub genes involved in distraction-induced osteogenesis of MSCs and potential molecular mechanisms. Material and Methods: The datasets were downloaded from the ArrayExpress database. Three samples of negative control and two samples subjected to 5% cyclic sinusoidal distraction at 0.25 Hz for 6 h were selected for screening differentially expressed genes (DEGs) and then analysed via bioinformatics methods. The Gene Ontology (GO) terms and Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathway enrichment were investigated. The protein-protein interaction (PPI) network was visualised through the Cytoscape software. Gene set enrichment analysis (GSEA) was conducted to verify the enrichment of a self-defined osteogenic gene sets collection and identify osteogenic hub genes. Results: Three hub genes ( IL6 , MMP2 , and EP300 ) that were highly associated with distraction-induced osteogenesis of MSCs were identified via the Venn diagram. These hub genes could provide a new understanding of distraction-induced osteogenic differentiation of MSCs and serve as potential gene targets for optimising DO via targeted therapies.
- Subjects :
- Biomarkers
Cell Differentiation genetics
Gene Ontology
Gene Regulatory Networks
Humans
Mesenchymal Stem Cells cytology
Mesenchymal Stem Cells metabolism
Protein Interaction Mapping
Protein Interaction Maps
Computational Biology methods
Gene Expression Profiling methods
Osteogenesis genetics
Stem Cells cytology
Stem Cells metabolism
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 1422-0067
- Volume :
- 22
- Issue :
- 12
- Database :
- MEDLINE
- Journal :
- International journal of molecular sciences
- Publication Type :
- Academic Journal
- Accession number :
- 34204414
- Full Text :
- https://doi.org/10.3390/ijms22126505