Bioinformatics-Based Research on Key Genes and Pathways of Intervertebral Disc Degeneration

被引:17
|
作者
Yan, Qi [1 ]
Xiao, Quan [1 ,2 ]
Ge, Jun [1 ]
Wu, Cenhao [1 ]
Wang, Yingjie [1 ]
Yu, Hao [1 ]
Yang, Huilin [1 ]
Zou, Jun [1 ]
机构
[1] Soochow Univ, Dept Orthopaed Surg, Affiliated Hosp 1, 188 Shizi St, Suzhou 215006, Jiangsu, Peoples R China
[2] Nan Jing Med Univ, Dept Orthopaed Surg, Affiliated Lianshui Peoples Hosp, Kangda Coll, Lianshui, Jiangsu, Peoples R China
关键词
bioinformatics; intervertebral disc degeneration; genes; pathways; BONE-MINERAL DENSITY; LOW-BACK-PAIN; HIPPO PATHWAY; CYCLIN D1; EXPRESSION; DENOSUMAB; REGENERATION; PROMOTES; DIFFERENTIATION; PATHOGENESIS;
D O I
10.1177/1947603520973247
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Objective To find out the pathways and key genes and to reveal disc degeneration pathogenesis based on bioinformatic analyses. Design The GSE70362 dataset was downloaded from the GEO (Gene Expression Omnibus) database. Differentially expressed genes (DEGs) between the patients having disc degeneration and healthy controls were screened by Limma package in R language. Critical genes were identified by adopting gene ontologies (GOs), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, and protein-protein interaction (PPI) networks. Results We identified 112 DEGs, including 60 genes which were upregulated and 52 that were downregulated. Analyses, such as GO and KEGG demonstrated that the DEGs got enriched in 4 biological processes and 2 signaling pathways, mainly related to disc degeneration. The PPI network analyses identified 5 key proteins, CCND1 (cyclin D1), GATA3, TNFSF11, LEF1, and DKK1 (Dickkopf related protein 1). Conclusion In this study, the DEGs and pathways determined promoted us understand the disc degeneration mechanisms. Also, the study may contribute novel biomarkers for the diagnosis and prevention of disc degeneration, and seek new treatment methods to repair and even regenerate degenerative intervertebral disc.
引用
收藏
页码:582S / 591S
页数:10
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