RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability

被引:3
|
作者
Xu, Chenyue [1 ]
Dong, Zhenyue [1 ]
Ji, Gang [1 ]
Yan, Lirong [2 ]
Wang, Xiaomeng [1 ]
Li, Kehan [1 ]
Liu, Junle [2 ]
Zhao, Juan [3 ]
Wang, Fei [1 ]
机构
[1] Hebei Med Univ, Dept Orthopaed Surg, Hosp 3, Shijiazhuang, Hebei, Peoples R China
[2] Hebei Med Univ, Coll Basic Med, Shijiazhuang, Hebei, Peoples R China
[3] Hebei Med Univ, Teaching Expt Ctr, Shijiazhuang, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
Patellar instability; RNA-seq; differentially expressed genes; hub genes; bioinformatics; CARTILAGE DEGENERATION; OSTEOARTHRITIS; ACTIVATION; EXPRESSION; RECEPTORS; THERAPIES; GLUTAMATE; NETWORKS; RELEASE; PROTEIN;
D O I
10.1080/21655979.2022.2062528
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Patellar instability (PI) is a common knee injury in adolescents, but the crucial biomarkers and molecular mechanisms associated with it remain unclear. We established a PI mouse model and investigated PI-related changes in gene expression by RNA sequencing (RNA-seq). Differentially expressed gene (DEG) analysis and enrichment analysis were performed to identify crucial genes and pathways associated with PI. Subsequently, a protein-protein interaction, DEG-miRNA, DEG-transcription factors, and DEG-drug interaction networks were constructed to reveal hub genes, molecular mechanism, and potential drugs for PI. Finally, the reliability of the sequencing results was confirmed by real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry. Upon comparison with the control group, 69 genes were differently expressed in PI, including 17 upregulated and 52 downregulated ones. The DEGs were significantly enriched in Janus kinase (JAK)/signal transducer and activator of transcription (STAT) signaling pathway and immune responses. The protein-protein interaction network identified ten PI-related hub genes, all of which are involved in the JAK/STAT signaling pathway or inflammation-related pathways. DEG-miRNA and DEG-transcription factor networks offered new insights for regulating DEGs post-transcriptionally. We also determined potential therapeutic drugs or molecular compounds that could restore dysregulated expression of DEGs via the DGIdb database. RT-qPCR results were consistent with the RNA-seq, confirming the reliability of the sequencing data. Immunohistochemistry results suggested that JAK1 and STAT3 expression was increased in PI. Our study explored the potential molecular mechanisms in PI, provided promising biomarkers and suggested a molecular basis for therapeutic targets for this condition.
引用
收藏
页码:11402 / 11416
页数:15
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