关键细胞外蛋白作为椎间盘退变潜在靶点的鉴定和实验验证。

IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Bone & Joint Research Pub Date : 2023-09-04 DOI:10.1302/2046-3758.129.BJR-2022-0369.R2
Guang-Zhi Zhang, Lei Li, Zhang-Bin Luo, Cang-Yu Zhang, Yong-Gang Wang, Xue-Wen Kang
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引用次数: 0

摘要

目的:通过生物信息学分析和体外实验验证,鉴定椎间盘退变(IDD)的关键细胞外蛋白。方法:从gene expression Omnibus (GEO)数据库下载GSE23130基因表达谱。通过蛋白质注释数据库筛选细胞外蛋白差异表达基因(EP-DEGs),利用基因本体(GO)和京都基因与基因组百科全书(KEGG)分析EP-DEGs的功能和途径。使用STRING和Cytoscape构建蛋白相互作用(PPI)网络并鉴定中心EP-DEGs。使用NetworkAnalyst分析调节中枢EP-DEGs的转录因子(tf)和microrna (mirna)。在药物特征数据库(DSigDB)中搜索hub EP-DEGs揭示了多种药物分子和药物-靶标相互作用。结果:在差异表达分析中共鉴定出56个ep - deg。EP-DEGs在细胞外结构组织、衰老、胶原活化信号通路、PI3K-Akt信号通路和AGE-RAGE信号通路中富集。PPI网络分析表明,前10位轮毂ep - deg与IDD密切相关。相关分析还显示,10个被选择构建tf -基因相互作用和TF-miRNA协同调节网络的hub EP-DEGs之间存在显著相关性(p<0.05)。此外,还筛选了10种治疗IDD的候选药物。结论:这些发现阐明了细胞外蛋白在IDD中的作用,并强调了它们作为有希望的新治疗靶点的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Identification and experimental validation of key extracellular proteins as potential targets in intervertebral disc degeneration.

Aims: This study aimed, through bioinformatics analysis and in vitro experiment validation, to identify the key extracellular proteins of intervertebral disc degeneration (IDD).

Methods: The gene expression profile of GSE23130 was downloaded from the Gene Expression Omnibus (GEO) database. Extracellular protein-differentially expressed genes (EP-DEGs) were screened by protein annotation databases, and we used Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) to analyze the functions and pathways of EP-DEGs. STRING and Cytoscape were used to construct protein-protein interaction (PPI) networks and identify hub EP-DEGs. NetworkAnalyst was used to analyze transcription factors (TFs) and microRNAs (miRNAs) that regulate hub EP-DEGs. A search of the Drug Signatures Database (DSigDB) for hub EP-DEGs revealed multiple drug molecules and drug-target interactions.

Results: A total of 56 EP-DEGs were identified in the differential expression analysis. EP-DEGs were enriched in the extracellular structure organization, ageing, collagen-activated signalling pathway, PI3K-Akt signalling pathway, and AGE-RAGE signalling pathway. PPI network analysis showed that the top ten hub EP-DEGs are closely related to IDD. Correlation analysis also demonstrated a significant correlation between the ten hub EP-DEGs (p<0.05), which were selected to construct TF-gene interaction and TF-miRNA coregulatory networks. In addition, ten candidate drugs were screened for the treatment of IDD.

Conclusion: The findings clarify the roles of extracellular proteins in IDD and highlight their potential as promising novel therapeutic targets.

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来源期刊
Bone & Joint Research
Bone & Joint Research CELL & TISSUE ENGINEERING-ORTHOPEDICS
CiteScore
7.40
自引率
23.90%
发文量
156
审稿时长
12 weeks
期刊介绍: The gold open access journal for the musculoskeletal sciences. Included in PubMed and available in PubMed Central.
期刊最新文献
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