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Identification of Ferroptotic Genes in Spinal Cord Injury at Different Time Points: Bioinformatics and Experimental Validation
- Source :
- Molecular Neurobiology. 59:5766-5784
- Publication Year :
- 2022
- Publisher :
- Springer Science and Business Media LLC, 2022.
-
Abstract
- Programmed cell death (PCD) is an important pathologic process after spinal cord injury (SCI), and as a newly type of PCD, ferroptosis is also involved in the secondary SCI, however, the underlying molecular mechanisms remain unclear. Integrating animal experiment and bioinformatics, we validated the ferroptotic phenotype in SCI first, and then bioinformatic analyses, including Gene Ontology enrichment analysis, Kyoto Encyclopedia of Genes and Genomes pathway analysis, gene set enrichment analysis and protein-protein interaction analysis were performed to investigate the ferroptotic genes at 1 day, 3 days, 7 days, 14 days and 56 days post-SCI, finally, the ferroptotic genes in SCI were identified and expression of 5 key genes were validated by western blot. The ferroptotic symbols including iron overload, lipid peroxidation, shrunken mitochondria and ROS accumulation were detected in the acute and sub-acute phase of SCI. The outcomes of bioinformatics suggested that mTOR signaling pathway, HIF-1 signaling pathway, VEGF signaling pathway, Protein processing in endoplasmic reticulum were involved in ferroptotic regulation and ATF-3, XBP-1, HO-1, DDIT-3 and CHAC-1 were selected as the ferroptotic key genes in SCI. Besides, response to oxidative stress, amide metabolic process, cation transport and cytokine production were showed as the essential biological process in ferroptosis after SCI. The ferroptotic phenotype following SCI was validated and the ferroptotic genes and signaling pathways were identified. The results contribute to exploring the ferroptotic mechanism underlying secondary SCI and to providing potential target for clinical treatment.
- Subjects :
- Neuroscience (miscellaneous)
Computational Biology
Apoptosis
Experimental validation
Biology
medicine.disease
Bioinformatics
Oxidative Stress
Cellular and Molecular Neuroscience
Spinal Cord
Neurology
medicine
Animals
Ferroptosis
Identification (biology)
Spinal cord injury
Gene
Spinal Cord Injuries
Subjects
Details
- ISSN :
- 15591182 and 08937648
- Volume :
- 59
- Database :
- OpenAIRE
- Journal :
- Molecular Neurobiology
- Accession number :
- edsair.doi.dedup.....6319680e2372e6446764033624356a1c
- Full Text :
- https://doi.org/10.1007/s12035-022-02935-y