Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head.
Adaptor Proteins, Signal Transducing
/ metabolism
Adult
Computational Biology
/ methods
Databases, Genetic
Datasets as Topic
Female
Femur Head
Forkhead Box Protein O3
/ metabolism
Genetic Association Studies
/ methods
Glucocorticoids
/ adverse effects
Humans
Male
Membrane Proteins
/ metabolism
Middle Aged
Mitogen-Activated Protein Kinase 1
/ metabolism
Osteonecrosis
/ chemically induced
Receptors, Formyl Peptide
/ metabolism
Receptors, Interleukin-8A
/ metabolism
Receptors, Interleukin-8B
/ metabolism
Signal Transduction
/ genetics
Young Adult
Cartilage
Differentially expressed gene
Enrichment analysis
Osteonecrosis of the femoral head
Peripheral blood
Journal
Journal of orthopaedic surgery and research
ISSN: 1749-799X
Titre abrégé: J Orthop Surg Res
Pays: England
ID NLM: 101265112
Informations de publication
Date de publication:
20 May 2021
20 May 2021
Historique:
received:
29
03
2021
accepted:
06
05
2021
entrez:
21
5
2021
pubmed:
22
5
2021
medline:
30
10
2021
Statut:
epublish
Résumé
Steroid-induced osteonecrosis of the femoral head (ONFH) is a common hip joint disease and is difficult to be diagnosed early. At present, the pathogenesis of steroid-induced ONFH remains unclear, and recognized and effective diagnostic biomarkers are deficient. The present study aimed to identify potentially important genes and signaling pathways involved in steroid-induced ONFH and investigate their molecular mechanisms. Microarray data sets GSE123568 (peripheral blood) and GSE74089 (cartilage) were obtained from the Gene Expression Omnibus database, including 34 ONFH samples and 14 control samples. Morpheus software and Venn diagram were used to identify DEGs and co-expressed DEGs, respectively. Besides, we conducted Kyoto Encyclopedia of Genome (KEGG) and gene ontology (GO) pathway enrichment analysis. We construct a protein-protein interaction (PPI) network through GEO2R and used cytoHubba to divide the PPI network into multiple sub-networks. Additionally, quantitative real-time polymerase chain reaction (qRT-PCR) was performed to verify the bioinformatics analysis results. A total of 118 intersecting DEGs were obtained between the peripheral blood and cartilage samples, including 40 upregulated genes and 78 downregulated genes. Then, GO and KEGG pathway enrichment analysis revealed that upregulated DEGs focused on the signaling pathways related to staphylococcus aureus infection, leishmaniasis, antigen processing, and presentation, as well as asthma and graft-versus-host disease. Downregulated genes were concentrated in the FoxO signaling pathway, AMPK signaling pathway, signaling pathway regulating stem cell pluripotency, and mTOR signaling pathway. Some hub genes with high interactions such as CXCR1, FPR1, MAPK1, FOXO3, FPR2, CXCR2, and TYROBP were identified in the PPI network. The results of qRT-PCR demonstrated that CXCR1, FPR1, and TYROBP were upregulated while MAPK1 was downregulated in peripheral blood of steroid-induced ONFH patients. This was consistent with the bioinformatics analysis. The present study would provide novel insight into the genes and associated pathways involved in steroid-induced ONFH. CXCR1, FPR1, TYROBP, and MAPK1 may be used as potential drug targets and biomarkers for the diagnosis and prognosis of steroid-induced ONFH.
Sections du résumé
BACKGROUND
BACKGROUND
Steroid-induced osteonecrosis of the femoral head (ONFH) is a common hip joint disease and is difficult to be diagnosed early. At present, the pathogenesis of steroid-induced ONFH remains unclear, and recognized and effective diagnostic biomarkers are deficient. The present study aimed to identify potentially important genes and signaling pathways involved in steroid-induced ONFH and investigate their molecular mechanisms.
METHODS
METHODS
Microarray data sets GSE123568 (peripheral blood) and GSE74089 (cartilage) were obtained from the Gene Expression Omnibus database, including 34 ONFH samples and 14 control samples. Morpheus software and Venn diagram were used to identify DEGs and co-expressed DEGs, respectively. Besides, we conducted Kyoto Encyclopedia of Genome (KEGG) and gene ontology (GO) pathway enrichment analysis. We construct a protein-protein interaction (PPI) network through GEO2R and used cytoHubba to divide the PPI network into multiple sub-networks. Additionally, quantitative real-time polymerase chain reaction (qRT-PCR) was performed to verify the bioinformatics analysis results.
RESULTS
RESULTS
A total of 118 intersecting DEGs were obtained between the peripheral blood and cartilage samples, including 40 upregulated genes and 78 downregulated genes. Then, GO and KEGG pathway enrichment analysis revealed that upregulated DEGs focused on the signaling pathways related to staphylococcus aureus infection, leishmaniasis, antigen processing, and presentation, as well as asthma and graft-versus-host disease. Downregulated genes were concentrated in the FoxO signaling pathway, AMPK signaling pathway, signaling pathway regulating stem cell pluripotency, and mTOR signaling pathway. Some hub genes with high interactions such as CXCR1, FPR1, MAPK1, FOXO3, FPR2, CXCR2, and TYROBP were identified in the PPI network. The results of qRT-PCR demonstrated that CXCR1, FPR1, and TYROBP were upregulated while MAPK1 was downregulated in peripheral blood of steroid-induced ONFH patients. This was consistent with the bioinformatics analysis.
CONCLUSIONS
CONCLUSIONS
The present study would provide novel insight into the genes and associated pathways involved in steroid-induced ONFH. CXCR1, FPR1, TYROBP, and MAPK1 may be used as potential drug targets and biomarkers for the diagnosis and prognosis of steroid-induced ONFH.
Identifiants
pubmed: 34016144
doi: 10.1186/s13018-021-02464-9
pii: 10.1186/s13018-021-02464-9
pmc: PMC8136174
doi:
Substances chimiques
Adaptor Proteins, Signal Transducing
0
CXCR2 protein, human
0
FOXO3 protein, human
0
FPR1 protein, human
0
Forkhead Box Protein O3
0
Glucocorticoids
0
Membrane Proteins
0
Receptors, Formyl Peptide
0
Receptors, Interleukin-8A
0
Receptors, Interleukin-8B
0
TYROBP protein, human
0
MAPK1 protein, human
EC 2.7.11.24
Mitogen-Activated Protein Kinase 1
EC 2.7.11.24
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
327Subventions
Organisme : Natural Science Foundation of China
ID : 81873327
Organisme : Natural Science Foundation of China
ID : 81904226
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