Chao Song, Daqian Zhou, Kang Cheng, Fei Liu, Weiye Cai, Yongliang Mei, Jingwen Chen, Chenyi Huang, Zongchao Liu
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The STRING database was used to create a network of protein–protein interactions, while the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) databases were used for functional enrichment analysis. Using hub genes, the immune cell infiltration between IVDD patient samples and control tissues was examined. Finally, quantitative polymerase chain reaction and Western blot experiments were used to verify the expression of hub genes.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>A total of 27 differentially expressed hub genes were identified by bioinformatics. According to GO and KEGG analyses, hub genes were prominent in immunological responses, chemokine-mediated signaling pathways, and inflammatory responses, with the key signaling pathways engaged in cellular senescence, apoptosis, Th1 and Th2 cell differentiation, and Th17 cell differentiation. Immune cell infiltration research revealed that T cells, lymphocytes, B cells, and NK cells were decreased in IVDD patients while monocytes, neutrophils, and CD8 T cells were increased. The expression levels of the senescence hub genes SP1, VEGFA, IL-6, and the apoptosis key gene CASP3 were considerably greater in the IVDD model group than in the control group, according to in vitro validation.</p>\n </section>\n \n <section>\n \n <h3> Conclusion</h3>\n \n <p>In conclusion, the cellular senescence signaling pathway, the apoptosis signaling pathway, and associated hub genes play significant roles in the development and progression of IVDD, this finding may help direct future research on the senescence signaling route in IVDD.</p>\n </section>\n </div>","PeriodicalId":14876,"journal":{"name":"JOR Spine","volume":"7 1","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsp2.1311","citationCount":"0","resultStr":"{\"title\":\"Bioinformatics-based discovery of intervertebral disc degeneration biomarkers and immune-inflammatory infiltrates\",\"authors\":\"Chao Song, Daqian Zhou, Kang Cheng, Fei Liu, Weiye Cai, Yongliang Mei, Jingwen Chen, Chenyi Huang, Zongchao Liu\",\"doi\":\"10.1002/jsp2.1311\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Background</h3>\\n \\n <p>Intervertebral disc degeneration (IVDD) is a common chronic disease in orthopedics, and its molecular mechanisms are still not well explained.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Aim</h3>\\n \\n <p>This study's objective was to bioinformatics-based discovery of IVDD biomarkers and immune-inflammatory infiltrates.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Materials and Methods</h3>\\n \\n <p>The IVDD illness gene collection was gathered from GeneCards, DisGeNet, and gene expression profiles were chosen from the extensive Gene Expression Omnibus database (GSE124272, GSE150408, and GSE153761). The STRING database was used to create a network of protein–protein interactions, while the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) databases were used for functional enrichment analysis. Using hub genes, the immune cell infiltration between IVDD patient samples and control tissues was examined. Finally, quantitative polymerase chain reaction and Western blot experiments were used to verify the expression of hub genes.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>A total of 27 differentially expressed hub genes were identified by bioinformatics. According to GO and KEGG analyses, hub genes were prominent in immunological responses, chemokine-mediated signaling pathways, and inflammatory responses, with the key signaling pathways engaged in cellular senescence, apoptosis, Th1 and Th2 cell differentiation, and Th17 cell differentiation. Immune cell infiltration research revealed that T cells, lymphocytes, B cells, and NK cells were decreased in IVDD patients while monocytes, neutrophils, and CD8 T cells were increased. 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引用次数: 0
摘要
IVDD疾病基因收集自GeneCards和DisGeNet,基因表达谱则选自庞大的基因表达总库数据库(GSE124272、GSE150408和GSE153761)。STRING 数据库用于创建蛋白质-蛋白质相互作用网络,而京都基因和基因组百科全书(KEGG)和基因本体(GO)数据库则用于功能富集分析。利用中枢基因,研究了IVDD患者样本与对照组织之间的免疫细胞浸润情况。最后,利用定量聚合酶链反应和 Western 印迹实验验证了中枢基因的表达情况。根据GO和KEGG分析,中心基因在免疫反应、趋化因子介导的信号通路和炎症反应中表现突出,其关键信号通路参与了细胞衰老、细胞凋亡、Th1和Th2细胞分化以及Th17细胞分化。免疫细胞浸润研究显示,IVDD 患者的 T 细胞、淋巴细胞、B 细胞和 NK 细胞减少,而单核细胞、中性粒细胞和 CD8 T 细胞增加。总之,细胞衰老信号通路、细胞凋亡信号通路及相关的中枢基因在IVDD的发生和发展中起着重要作用,这一发现可能有助于指导未来对IVDD衰老信号通路的研究。
Bioinformatics-based discovery of intervertebral disc degeneration biomarkers and immune-inflammatory infiltrates
Background
Intervertebral disc degeneration (IVDD) is a common chronic disease in orthopedics, and its molecular mechanisms are still not well explained.
Aim
This study's objective was to bioinformatics-based discovery of IVDD biomarkers and immune-inflammatory infiltrates.
Materials and Methods
The IVDD illness gene collection was gathered from GeneCards, DisGeNet, and gene expression profiles were chosen from the extensive Gene Expression Omnibus database (GSE124272, GSE150408, and GSE153761). The STRING database was used to create a network of protein–protein interactions, while the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) databases were used for functional enrichment analysis. Using hub genes, the immune cell infiltration between IVDD patient samples and control tissues was examined. Finally, quantitative polymerase chain reaction and Western blot experiments were used to verify the expression of hub genes.
Results
A total of 27 differentially expressed hub genes were identified by bioinformatics. According to GO and KEGG analyses, hub genes were prominent in immunological responses, chemokine-mediated signaling pathways, and inflammatory responses, with the key signaling pathways engaged in cellular senescence, apoptosis, Th1 and Th2 cell differentiation, and Th17 cell differentiation. Immune cell infiltration research revealed that T cells, lymphocytes, B cells, and NK cells were decreased in IVDD patients while monocytes, neutrophils, and CD8 T cells were increased. The expression levels of the senescence hub genes SP1, VEGFA, IL-6, and the apoptosis key gene CASP3 were considerably greater in the IVDD model group than in the control group, according to in vitro validation.
Conclusion
In conclusion, the cellular senescence signaling pathway, the apoptosis signaling pathway, and associated hub genes play significant roles in the development and progression of IVDD, this finding may help direct future research on the senescence signaling route in IVDD.