| Literature DB >> 36238530 |
Yongzhao Zhao1,2,3, Qian Xiang1,2,3, Yunzhong Cheng4, Jialiang Lin1,2,3, Shuai Jiang1,2,3, Weishi Li1,2,3.
Abstract
Background: Stem cell therapy is a promising therapeutic modality for intervertebral disc degeneration (IDD). Oxidative stress is a vital contributor to the IDD; however, the definite role of oxidative stress in stem cell therapy for IDD remains obscure. The aim of this study was to determine the vital role of oxidative stress-related differentially expressed genes (OSRDEGs) in degenerative NPCs cocultured with mesenchymal stem cells (MSCs).Entities:
Year: 2022 PMID: 36238530 PMCID: PMC9551678 DOI: 10.1155/2022/6082377
Source DB: PubMed Journal: Stem Cells Int Impact factor: 5.131
Figure 1Flow chart of the bioinformatic analysis in the study.
Figure 2Determination of OSRDEGs in degenerative NPCs. (a) Volcano plot of DEGs; (b) Heat map of DEGs; (c) Comparison of oxidative stress score between NPC/MSC samples and NPC samples; (d) Principal component analysis of OSRGs; (e) Venn diagram to obtain the OSRDEGs; (f) Heat map of OSRDEGs.
Detailed information of 41 OSRDEGs.
| Expression | Gene symbols | Number ( |
|---|---|---|
| Upregulated | ERMP1, CAT, ATF4, GPX3, PML, GPX4, XRCC1, APOE, ATP13A2, PDLIM1, and PDGFD | 11 |
| Downregulated | EDN1, FOS, PKD2, KLF2, DUSP1, MET, GCH1, PTGS2, LRRK2, JUN, LDHA, TXNIP, FER, MSRB3, TLR4, CFLAR, MYEF2, CD38, ADAM9, CPEB2, SRXN1, MAPT, PXDN, PRKD1, HP, TXNRD1, ANGPTL7, CCNA2, STX2, and ERO1A | 30 |
OSRDEGs, oxidative stress related differentially expressed genes.
Figure 3Functional enrichment analysis of OSRDEGs. (a) GO_ biological process; (b) GO _ cell component; (c) GO_ molecular function; (d) KEGG analysis.
Figure 4PPI analysis of OSRDEGs. (a) PPI analysis; (b) Top 10 hub OSRDEGs; (c) Correlation analysis among 10 hub OSRDEGs; (d) Correlation analysis between JUN and EDN1; (e) Correlation analysis between CAT and TXNRD1.
Detailed information of top 10 hub OSRDEGs.
| Gene symbols | Full names | Gene function | Log2 (fold change) |
| Regulation |
|---|---|---|---|---|---|
| JUN | Jun proto-oncogene | This gene encodes a protein which can regulate the gene expression via interacting directly with specific target DNA sequences. | -1.03 | <0.01 | Down |
| CAT | Catalase | This gene encodes the catalase, which is an important antioxidant enzyme in the bodies against the oxidative stress. | 0.62 | <0.01 | Up |
| PTGS2 | Prostaglandin-endoperoxide synthase 2 | The protein encoded by this gene is a vital enzyme in the process of prostaglandin biosynthesis, and acts both as a dioxygenase and as a peroxidase. | -1.12 | <0.01 | Down |
| TLR4 | Toll like receptor 4 | The protein encoded by this gene is a member of the toll-like receptor family, which is involved in the pathogen recognition and activation of inherent immunity. | -0.88 | <0.01 | Down |
| FOS | Fos proto-oncogene | This gene encodes one member of leucine zipper proteins that can dimerize with proteins of the JUN family to form the transcription factor complex AP-1. | -1.63 | <0.01 | Down |
| APOE | Apolipoprotein E | The protein encoded by this gene is a major apoprotein of the chylomicron, which is indispensable for the catabolism of triglyceride-rich lipoprotein constituents. | 1.19 | <0.01 | Up |
| EDN1 | Endothelin 1 | This gene encodes a preproprotein that is proteolytically processed to produce a secreted peptide. This gene is involved with the tumorigenesis and pulmonary arterial hypertension. | -2.08 | <0.01 | Down |
| TXNRD1 | Thioredoxin reductase 1 | The protein encoded by this gene is a member of the pyridine nucleotide-disulfide oxidoreductase family, and the thioredoxin system. | -0.69 | <0.01 | Down |
| LRRK2 | Leucine rich repeat kinase 2 | This gene is a member of the leucine-rich repeat kinase family, and the dysregulated expression of this gene may lead to the Parkinson disease-8. | -1.09 | <0.01 | Down |
| KLF2 | Kruppel like factor 2 | The protein encoded by this gene is a member of Kruppel family of transcription factors. It plays an important role in the adipogenesis, embryonic erythropoiesis, epithelial integrity, inflammation and t-cell viability. | -1.29 | <0.01 | Down |
OSRDEGs, oxidative stress-related differentially expressed genes.
Figure 5Construction of ceRNA regulatory network. (a) Volcano plot of DElncRNAs; (b) Heat map of DElncRNAs; (c) Correlation analysis between hub OSRDEGs and DElncRNAs; (d) The ceRNA regulatory network containing 17 DElncRNAs, 240 miRNAs, and 10 hub OSRDEGs.
Figure 6Correlation analysis between oxidative stress and autophagy in degenerative NPCs. (a) Comparison of autophagy score between NPC/MSC samples and NPC samples; (b) Correlation analysis between oxidative stress score and autophagy score; (c) Venn diagram to obtain the autophagy-related DEGs; (d) Heat map of autophagy-related DEGs; (e) Correlation analysis between top 10 hub OSRDEGs and 13 autophagy-related DEGs; (f) Correlation analysis between GABARAP and CAT; (g) Correlation analysis between GABARAP and TXNRD1.