BACKGROUND:The pathogenesis of steroid-induced osteonecrosis of the femoral head is not yet fully understood.A deep comprehension of the pathology and molecular mechanisms of steroid-induced osteonecrosis of the femoral head,as well as the search for diagnostic markers with high specificity and sensitivity,are crucial for the prevention and treatment of this condition.OBJECTIVE:To identify immune diagnostic markers for steroid-induced osteonecrosis of the femoral head and predict potential drug targets through drug enrichment analysis and molecular docking techniques.METHODS:The study utilized gene expression profile data(GSE123568 and GSE74089)from the GEO databases(a public gene expression database built by the U.S.National Center for Biotechnology Information).R software was used for data normalization and differential gene screening,followed by weighted gene co-expression network analysis(WGCNA)to identify disease-related genes.Immune-related genes were obtained from the GeneCards database and intersected with the differential genes and WGCNA gene sets to select immune-related genes for steroid-induced osteonecrosis of the femoral head.Mendelian randomization was used to validate the potential causal relationship between these immune-related genes and steroid-induced osteonecrosis of the femoral head.Gene Set Enrichment Analysis was conducted to analyze the immune-related pathways involved,and protein-protein interaction networks were used to assess functional associations.Finally,drug enrichment analysis and molecular docking were performed to predict potential drugs targeting these immune-related genes.RESULTS AND CONCLUSION:Three key immune-related genes-RNASEL,SECTM1,and HSPA6-were identified.These genes were highly expressed in steroid-induced osteonecrosis of the femoral head and exhibited good diagnostic potential,which were involved in multiple immune-related signaling pathways.Mendelian randomization analysis confirmed their potential causal relationship with steroid-induced osteonecrosis of the femoral head.Drug enrichment analysis and molecular docking identified nine potential drugs,including β-ecdysterone,showing the possibility of intervening in the pathological process of steroid-induced osteonecrosis of the femoral head by regulating the HSPA6 protein.These findings provide new biomarkers and drug targets for the early diagnosis and personalized treatment of steroid-induced osteonecrosis of the femoral head.They also highlight the potential application of bioinformatics in Chinese biomedical research,facilitating the integration and translational use of international data in local disease studies.

BACKGROUND:The pathogenesis of steroid-induced osteonecrosis of the femoral head is not yet fully understood.A deep comprehension of the pathology and molecular mechanisms of steroid-induced osteonecrosis of the femoral head,as well as the search for diagnostic markers with high specificity and sensitivity,are crucial for the prevention and treatment of this condition.OBJECTIVE:To identify immune diagnostic markers for steroid-induced osteonecrosis of the femoral head and predict potential drug targets through drug enrichment analysis and molecular docking techniques.METHODS:The study utilized gene expression profile data(GSE123568 and GSE74089)from the GEO databases(a public gene expression database built by the U.S.National Center for Biotechnology Information).R software was used for data normalization and differential gene screening,followed by weighted gene co-expression network analysis(WGCNA)to identify disease-related genes.Immune-related genes were obtained from the GeneCards database and intersected with the differential genes and WGCNA gene sets to select immune-related genes for steroid-induced osteonecrosis of the femoral head.Mendelian randomization was used to validate the potential causal relationship between these immune-related genes and steroid-induced osteonecrosis of the femoral head.Gene Set Enrichment Analysis was conducted to analyze the immune-related pathways involved,and protein-protein interaction networks were used to assess functional associations.Finally,drug enrichment analysis and molecular docking were performed to predict potential drugs targeting these immune-related genes.RESULTS AND CONCLUSION:Three key immune-related genes-RNASEL,SECTM1,and HSPA6-were identified.These genes were highly expressed in steroid-induced osteonecrosis of the femoral head and exhibited good diagnostic potential,which were involved in multiple immune-related signaling pathways.Mendelian randomization analysis confirmed their potential causal relationship with steroid-induced osteonecrosis of the femoral head.Drug enrichment analysis and molecular docking identified nine potential drugs,including β-ecdysterone,showing the possibility of intervening in the pathological process of steroid-induced osteonecrosis of the femoral head by regulating the HSPA6 protein.These findings provide new biomarkers and drug targets for the early diagnosis and personalized treatment of steroid-induced osteonecrosis of the femoral head.They also highlight the potential application of bioinformatics in Chinese biomedical research,facilitating the integration and translational use of international data in local disease studies.