Identification of key biomarkers in steroid-induced osteonecrosis of the femoral head and their correlation with immune infiltration by bioinformatics analysis

被引:14
作者
Zhao, Jun [1 ]
Zhang, Xingshi [1 ]
Guan, Junjie [1 ]
Su, Yu [2 ]
Jiang, Jizhao [1 ]
机构
[1] Zhuhai Hosp Integrated Tradit Chinese & Western M, 208 Yuehua Rd, Zhuhai, Guangdong, Peoples R China
[2] Harbin Fifth Hosp, Jiankang Rd, Harbin, Heilongjiang, Peoples R China
关键词
Steroid-induced osteonecrosis of the femoral head; Diagnostic; Immune cells; CIBERSORT; Bioinformatics analysis; NONTRAUMATIC OSTEONECROSIS; RECEPTOR;
D O I
10.1186/s12891-022-04994-7
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 This study aimed to identify key diagnostic markers and immune infiltration of (SONFH) by bioinformatics analysis. Methods Related SONFH datasets were downloaded from the Gene Expression Omnibus (GEO) database. First, we identified the differentially expressed genes (DEGs) and performed the functional enrichment analysis. Then weighted correlation network analysis (WGCNA) and the MCODE plug-in in Cytoscape were used to identify the diagnostic markers of SONFH. Finally, CIBERSORT was used to analyze the immune infiltration between SONFH and healthy controls, and the correlation between infiltrating immune cells and diagnostic markers was analyzed. Results TYROBP, TLR2, P2RY13, TLR8, HCK, MNDA, and NCF2 may be key diagnostic markers of SONFH. Immune cell infiltration analysis revealed that Memory B cells and activated dendritic cells may be related to the SONFH process. Moreover, HCK was negatively correlated with CD8 T cells, and neutrophils were positively correlated with those key diagnostic markers. Conclusions TYROBP, TLR2, P2RY13, TLR8, HCK, MNDA, and NCF2 may be used as diagnostic markers of SONFH, and immune-related mechanism of SONFH and the potential immunotherapy are worthy of further study.
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页数:12
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