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Identification of four differentially expressed genes associated with acute and chronic spinal cord injury based on
Su-Ping Niu1, Ya-Jun Zhang2, Na Han1
1Key Laboratory of Trauma and Neural Regeneration (Peking University), Ministry of Education; Office of Academic Research, Peking University People's Hospital, Beijing, China.
Abstract:
Complex pathological changes occur during the development of spinal cord injury (SCI), and determining the underlying molecular events that occur during SCI is necessary for the development of promising molecular targets and therapeutic strategies. This study was designed to explore differentially expressed genes (DEGs) associated with the acute and chronic stages of SCI using bioinformatics analysis. Gene expression profiles (GSE45006, GSE93249, and GSE45550) were downloaded from the Gene Expression Omnibus database. SCI-associated DEGs from rat samples were identified, and Gene Ontology and the Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed. In addition, a protein-protein interaction network was constructed. Approximately 66 DEGs were identified in GSE45550 between 3-14 days after SCI, whereas 2418 DEGs were identified in GSE45006 1-56 days after SCI. Moreover, 1263, 195, and 75 overlapping DEGs were identified between these two expression profiles, 3, 7/8, and 14 days after SCI, respectively. Additionally, 16 overlapping DEGs were obtained in GSE45006 1-14 days after SCI, including Pank1, Hn1, Tmem150c, Rgd1309676, Lpl, Mdh1, Nnt, Loc100912219, Large1, Baiap2, Slc24a2, Fundc2, Mrps14, Slc16a7, Obfc1, and Alpk3. Importantly, 3882 overlapping DEGs were identified in GSE93249 1-6 months after SCI, including 3316 protein-coding genes and 567 long non-coding RNA genes. A comparative analysis between GSE93249 and GSE45006 resulted in the enrichment of 1135 overlapping DEGs. The significant functions of these 1135 genes were correlated with the response to the immune effector process, the innate immune response, and cytokine production. Moreover, the biological processes and KEGG pathways of the overlapping DEGs were significantly enriched in immune system-related pathways, osteoclast differentiation, the nuclear factor-κB signaling pathway, and the chemokine signaling pathway. Finally, an analysis of the overlapping DEGs associated with both acute and chronic SCI, assessed using the expression profiles GSE93249 and GSE45006, identified four overlapping DEGs: Slc16a7, Alpk3, Lpl and Nnt. These findings may be useful for revealing the biological processes associated with SCI and the development of targeted intervention strategies.
Insights
This study identified key genes involved in spinal cord injury (SCI) by analyzing gene expression data. These findings offer potential molecular targets for developing new therapeutic strategies for SCI.
Area of Science:
- Neuroscience
- Genomics
- Bioinformatics
Background:
- Spinal cord injury (SCI) involves complex pathological changes.
- Understanding molecular events in SCI is crucial for developing targeted therapies.
Purpose of the Study:
- To identify differentially expressed genes (DEGs) in acute and chronic stages of SCI.
- To explore potential molecular targets for SCI treatment using bioinformatics.
Main Methods:
- Downloaded and analyzed gene expression profiles (GSE45006, GSE93249, GSE45550) from the Gene Expression Omnibus database.
- Performed Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses.
- Constructed a protein-protein interaction network to identify key DEGs.
Main Results:
- Identified numerous DEGs in acute (GSE45550, GSE45006) and chronic (GSE93249) SCI stages.
- Found overlapping DEGs between different time points and datasets, including 16 in GSE45006 (1-14 days) and 1135 overlapping DEGs between GSE93249 and GSE45006.
- Highlighted immune response, cytokine production, osteoclast differentiation, and NF-κB signaling pathways as significantly enriched.
- Identified four overlapping DEGs (Slc16a7, Alpk3, Lpl, Nnt) common to both acute and chronic SCI.
Conclusions:
- The identified DEGs and enriched pathways provide insights into the molecular mechanisms of SCI.
- The study highlights immune-related pathways and specific genes as potential targets for therapeutic interventions in SCI.
- These findings can guide the development of novel strategies for SCI treatment.
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