Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles
Abstract Background Heterotopic ossification (HO) represents pathological lesions that refer to the development of heterotopic bone in extraskeletal tissues around joints. This study investigates the genetic characteristics of bone marrow mesenchymal stem cells (BMSCs) from HO tissues and explores t...
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doaj-4de99a31195740e79ad8b822a84fd1d62021-08-15T11:35:04ZengBMCJournal of Orthopaedic Surgery and Research1749-799X2021-08-0116111010.1186/s13018-021-02658-1Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profilesZhanyu Yang0Delong Liu1Rui Guan2Xin Li3Yiwei Wang4Bin Sheng5Department of Orthopaedics and Traumatology, Hunan Provincial People’s Hospital, the First Affiliated Hospital of Hunan Normal UniversityDepartment of Orthopaedics and Traumatology, Hunan Provincial People’s Hospital, the First Affiliated Hospital of Hunan Normal UniversityDepartment of Orthopaedics and Traumatology, Hunan Provincial People’s Hospital, the First Affiliated Hospital of Hunan Normal UniversityDepartment of Orthopaedics and Traumatology, Hunan Provincial People’s Hospital, the First Affiliated Hospital of Hunan Normal UniversityDepartment of Orthopaedics and Traumatology, Hunan Provincial People’s Hospital, the First Affiliated Hospital of Hunan Normal UniversityDepartment of Orthopaedics and Traumatology, Hunan Provincial People’s Hospital, the First Affiliated Hospital of Hunan Normal UniversityAbstract Background Heterotopic ossification (HO) represents pathological lesions that refer to the development of heterotopic bone in extraskeletal tissues around joints. This study investigates the genetic characteristics of bone marrow mesenchymal stem cells (BMSCs) from HO tissues and explores the potential pathways involved in this ailment. Methods Gene expression profiles (GSE94683) were obtained from the Gene Expression Omnibus (GEO), including 9 normal specimens and 7 HO specimens, and differentially expressed genes (DEGs) were identified. Then, protein–protein interaction (PPI) networks and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed for further analysis. Results In total, 275 DEGs were differentially expressed, of which 153 were upregulated and 122 were downregulated. In the biological process (BP) category, the majority of DEGs, including EFNB3, UNC5C, TMEFF2, PTH2, KIT, FGF13, and WISP3, were intensively enriched in aspects of cell signal transmission, including axon guidance, negative regulation of cell migration, peptidyl-tyrosine phosphorylation, and cell-cell signaling. Moreover, KEGG analysis indicated that the majority of DEGs, including EFNB3, UNC5C, FGF13, MAPK10, DDIT3, KIT, COL4A4, and DKK2, were primarily involved in the mitogen-activated protein kinase (MAPK) signaling pathway, Ras signaling pathway, phosphatidylinositol-3-kinase/protein kinase B (PI3K/Akt) signaling pathway, and Wnt signaling pathway. Ten hub genes were identified, including CX3CL1, CXCL1, ADAMTS3, ADAMTS16, ADAMTSL2, ADAMTSL3, ADAMTSL5, PENK, GPR18, and CALB2. Conclusions This study presented novel insight into the pathogenesis of HO. Ten hub genes and most of the DEGs intensively involved in enrichment analyses may be new candidate targets for the prevention and treatment of HO in the future.https://doi.org/10.1186/s13018-021-02658-1Heterotopic ossificationBioinformatic analysisDifferentially expressed genesProtein–protein interactionFunctional enrichment analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhanyu Yang Delong Liu Rui Guan Xin Li Yiwei Wang Bin Sheng |
spellingShingle |
Zhanyu Yang Delong Liu Rui Guan Xin Li Yiwei Wang Bin Sheng Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles Journal of Orthopaedic Surgery and Research Heterotopic ossification Bioinformatic analysis Differentially expressed genes Protein–protein interaction Functional enrichment analysis |
author_facet |
Zhanyu Yang Delong Liu Rui Guan Xin Li Yiwei Wang Bin Sheng |
author_sort |
Zhanyu Yang |
title |
Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles |
title_short |
Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles |
title_full |
Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles |
title_fullStr |
Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles |
title_full_unstemmed |
Potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles |
title_sort |
potential genes and pathways associated with heterotopic ossification derived from analyses of gene expression profiles |
publisher |
BMC |
series |
Journal of Orthopaedic Surgery and Research |
issn |
1749-799X |
publishDate |
2021-08-01 |
description |
Abstract Background Heterotopic ossification (HO) represents pathological lesions that refer to the development of heterotopic bone in extraskeletal tissues around joints. This study investigates the genetic characteristics of bone marrow mesenchymal stem cells (BMSCs) from HO tissues and explores the potential pathways involved in this ailment. Methods Gene expression profiles (GSE94683) were obtained from the Gene Expression Omnibus (GEO), including 9 normal specimens and 7 HO specimens, and differentially expressed genes (DEGs) were identified. Then, protein–protein interaction (PPI) networks and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed for further analysis. Results In total, 275 DEGs were differentially expressed, of which 153 were upregulated and 122 were downregulated. In the biological process (BP) category, the majority of DEGs, including EFNB3, UNC5C, TMEFF2, PTH2, KIT, FGF13, and WISP3, were intensively enriched in aspects of cell signal transmission, including axon guidance, negative regulation of cell migration, peptidyl-tyrosine phosphorylation, and cell-cell signaling. Moreover, KEGG analysis indicated that the majority of DEGs, including EFNB3, UNC5C, FGF13, MAPK10, DDIT3, KIT, COL4A4, and DKK2, were primarily involved in the mitogen-activated protein kinase (MAPK) signaling pathway, Ras signaling pathway, phosphatidylinositol-3-kinase/protein kinase B (PI3K/Akt) signaling pathway, and Wnt signaling pathway. Ten hub genes were identified, including CX3CL1, CXCL1, ADAMTS3, ADAMTS16, ADAMTSL2, ADAMTSL3, ADAMTSL5, PENK, GPR18, and CALB2. Conclusions This study presented novel insight into the pathogenesis of HO. Ten hub genes and most of the DEGs intensively involved in enrichment analyses may be new candidate targets for the prevention and treatment of HO in the future. |
topic |
Heterotopic ossification Bioinformatic analysis Differentially expressed genes Protein–protein interaction Functional enrichment analysis |
url |
https://doi.org/10.1186/s13018-021-02658-1 |
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