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Bioinformatics Analysis of Biomarkers and Therapeutic Targets Related to Necroptosis in Intervertebral Disc Degeneration.
- Source :
-
BioMed research international [Biomed Res Int] 2024 Dec 16; Vol. 2024, pp. 9922966. Date of Electronic Publication: 2024 Dec 16 (Print Publication: 2024). - Publication Year :
- 2024
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Abstract
- Necroptosis is a critical process in intervertebral disc degeneration (IDD). This research is aimed at identifying key genes regulating necroptosis in IDD to provide a theoretical basis for early diagnosis and treatment. Transcriptome data from patients with IDD and normal samples were obtained from the GSE34095 and GSE124272 datasets of the Gene Expression Omnibus (GEO) public database. Necroptosis-related genes (NRGs) were sourced from the GeneCards database and literature. Differentially expressed necroptosis-related genes (DE-NRGs) in IDD were identified by intersecting these sources. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were used for gene annotation analysis. The receiver operating characteristic (ROC) curve and nomogram analyses assessed the diagnostic efficiency of DE-NRGs. The miRWalk and starBase databases helped construct the competing endogenous RNA (ceRNA) regulatory network of DE-NRGs. We identified 517 differential genes in tissue and 2974 in blood, with 62 genes in common. DE-NRGs ( AIFM1 , CCT8 , HNRNPA1 , KHDRBS1 , SERBP1 ) were identified by intersecting NRGs with these 62 common genes. The ROC curve showed an area under the curve (AUC) > 0.70 for DE-NRGs, and the nomogram indicated that a higher DE-NRG score correlates with a higher risk of IDD. CCT8 , KHDRBS1 , and AIFM1 emerged as potential therapeutic targets for IDD through target drug prediction. qRT-PCR (quantitative reverse transcription polymerase chain reaction), Western blot, and immunohistochemistry confirmed the expression of AIFM1 , CCT8 , HNRNPA1 , KHDRBS1 , and SERBP1 in patients' nucleus pulposus tissue, suggesting these genes as key targets for IDD risk assessment and drug therapy.<br />Competing Interests: The authors declare no conflicts of interest.<br /> (Copyright © 2024 Fan Zhang et al.)
- Subjects :
- Humans
Gene Regulatory Networks
Transcriptome genetics
Databases, Genetic
Gene Expression Profiling
Gene Ontology
ROC Curve
Male
Intervertebral Disc Degeneration genetics
Intervertebral Disc Degeneration metabolism
Intervertebral Disc Degeneration pathology
Computational Biology methods
Biomarkers metabolism
Necroptosis genetics
Subjects
Details
- Language :
- English
- ISSN :
- 2314-6141
- Volume :
- 2024
- Database :
- MEDLINE
- Journal :
- BioMed research international
- Publication Type :
- Academic Journal
- Accession number :
- 39717265
- Full Text :
- https://doi.org/10.1155/bmri/9922966