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Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head
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 t...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136174/ https://www.ncbi.nlm.nih.gov/pubmed/34016144 http://dx.doi.org/10.1186/s13018-021-02464-9 |
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author | Lin, Tianye Chen, Weijian Yang, Peng Li, Ziqi Wei, Qiushi Liang, Du Wang, Haibin He, Wei Zhang, Qingwen |
author_facet | Lin, Tianye Chen, Weijian Yang, Peng Li, Ziqi Wei, Qiushi Liang, Du Wang, Haibin He, Wei Zhang, Qingwen |
author_sort | Lin, Tianye |
collection | PubMed |
description | 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: 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: 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: 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. |
format | Online Article Text |
id | pubmed-8136174 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81361742021-05-21 Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head Lin, Tianye Chen, Weijian Yang, Peng Li, Ziqi Wei, Qiushi Liang, Du Wang, Haibin He, Wei Zhang, Qingwen J Orthop Surg Res Research Article 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: 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: 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: 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. BioMed Central 2021-05-20 /pmc/articles/PMC8136174/ /pubmed/34016144 http://dx.doi.org/10.1186/s13018-021-02464-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Lin, Tianye Chen, Weijian Yang, Peng Li, Ziqi Wei, Qiushi Liang, Du Wang, Haibin He, Wei Zhang, Qingwen Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
title | Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
title_full | Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
title_fullStr | Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
title_full_unstemmed | Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
title_short | Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
title_sort | bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136174/ https://www.ncbi.nlm.nih.gov/pubmed/34016144 http://dx.doi.org/10.1186/s13018-021-02464-9 |
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