Literature DB >> 34016144

Bioinformatics analysis and identification of genes and molecular pathways in steroid-induced osteonecrosis of the femoral head.

Tianye Lin1,2,3,4,5, Weijian Chen2,6,3, Peng Yang1,3,4,5, Ziqi Li4,5, Qiushi Wei4,5, Du Liang6, Haibin Wang2,3, Wei He4,5, Qingwen Zhang7,8.   

Abstract

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.

Entities:  

Keywords:  Cartilage; Differentially expressed gene; Enrichment analysis; Osteonecrosis of the femoral head; Peripheral blood

Year:  2021        PMID: 34016144     DOI: 10.1186/s13018-021-02464-9

Source DB:  PubMed          Journal:  J Orthop Surg Res        ISSN: 1749-799X            Impact factor:   2.359


  31 in total

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Authors:  Michael A Mont; Jeffrey J Cherian; Rafael J Sierra; Lynne C Jones; Jay R Lieberman
Journal:  J Bone Joint Surg Am       Date:  2015-10-07       Impact factor: 5.284

2.  Analysis of microRNA Microarrays in Cardiogenesis.

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Journal:  Methods Mol Biol       Date:  2016

3.  Association of gene variants of transcription factors PPARγ, RUNX2, Osterix genes and COL2A1, IGFBP3 genes with the development of osteonecrosis of the femoral head in Chinese population.

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Journal:  Bone       Date:  2017-05-02       Impact factor: 4.398

Review 4.  Current concepts on osteonecrosis of the femoral head.

Authors:  Joaquin Moya-Angeler; Arianna L Gianakos; Jordan C Villa; Amelia Ni; Joseph M Lane
Journal:  World J Orthop       Date:  2015-09-18

5.  A prospective cohort study of the clinical presentation of non-traumatic osteonecrosis of the femoral head: spine and knee symptoms as clinical presentation of hip osteonecrosis.

Authors:  Jean-Philippe Hauzeur; Michel Malaise; Viviane de Maertelaer
Journal:  Int Orthop       Date:  2016-01-05       Impact factor: 3.075

6.  Treatment of femoral head osteonecrosis in the United States: 16-year analysis of the Nationwide Inpatient Sample.

Authors:  Aaron J Johnson; Michael A Mont; Audrey K Tsao; Lynne C Jones
Journal:  Clin Orthop Relat Res       Date:  2014-02       Impact factor: 4.176

7.  miR-27a attenuates adipogenesis and promotes osteogenesis in steroid-induced rat BMSCs by targeting PPARγ and GREM1.

Authors:  Chenxi Gu; Yan Xu; Shanfeng Zhang; Hongya Guan; Shi Song; Xiuli Wang; Yisheng Wang; Yuebai Li; Guoqiang Zhao
Journal:  Sci Rep       Date:  2016-12-02       Impact factor: 4.379

8.  A single-nucleotide polymorphism in MMP9 is associated with decreased risk of steroid-induced osteonecrosis of the femoral head.

Authors:  Jieli Du; Wanlin Liu; Tianbo Jin; Zhenqun Zhao; Rui Bai; Huiqin Xue; Junyu Chen; Mingqi Sun; Xiyang Zhang; Guoqiang Wang; Jianzhong Wang
Journal:  Oncotarget       Date:  2016-10-18

9.  MiR-708 promotes steroid-induced osteonecrosis of femoral head, suppresses osteogenic differentiation by targeting SMAD3.

Authors:  Cheng Hao; Shuhua Yang; Weihua Xu; Jacson K Shen; Shunan Ye; Xianzhe Liu; Zhe Dong; Baojun Xiao; Yong Feng
Journal:  Sci Rep       Date:  2016-03-02       Impact factor: 4.379

10.  Robust gene selection methods using weighting schemes for microarray data analysis.

Authors:  Suyeon Kang; Jongwoo Song
Journal:  BMC Bioinformatics       Date:  2017-09-02       Impact factor: 3.169

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3.  Transcriptomic analysis reveals genetic factors regulating early steroid-induced osteonecrosis of the femoral head.

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