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Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis
Intervertebral disc (IVD) degeneration is a pathological process, which may lead to lower back pain. The present study aimed to investigate the pathogenesis of IVD degeneration. GSE42611 was downloaded from Gene Expression Omnibus, including 4 nucleus pulposus samples isolated from degenerated IVDs...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5482069/ https://www.ncbi.nlm.nih.gov/pubmed/28586059 http://dx.doi.org/10.3892/mmr.2017.6662 |
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author | Zhu, Zhuangchen Chen, Guang Jiao, Wei Wang, Defeng Cao, Yan Zhang, Qingfu Wang, Junqin |
author_facet | Zhu, Zhuangchen Chen, Guang Jiao, Wei Wang, Defeng Cao, Yan Zhang, Qingfu Wang, Junqin |
author_sort | Zhu, Zhuangchen |
collection | PubMed |
description | Intervertebral disc (IVD) degeneration is a pathological process, which may lead to lower back pain. The present study aimed to investigate the pathogenesis of IVD degeneration. GSE42611 was downloaded from Gene Expression Omnibus, including 4 nucleus pulposus samples isolated from degenerated IVDs and 4 nucleus pulposus samples separated from normal IVDs. The differentially expressed genes (DEGs) between the degenerated and normal samples were screened using the limma package in R. Functional and pathway enrichment analyses were conducted separately for the upregulated and downregulated genes, using Database for Annotation, Visualization and Integrated Discovery software. In addition, protein-protein interaction (PPI) networks were constructed using the Search Tool for the Retrieval of Interacting Genes database and Cytoscape software. Finally, module analyses were conducted for the PPI networks using the MCODE plug-in in Cytoscape. A total of 558 DEGs were identified in the degenerated nucleus pulposus cells: 253 upregulated and 305 downregulated. Pathway enrichment analysis revealed that downregulated thrombospondin 1 (THBS1) was enriched in extracellular matrix-receptor interaction. Interleukin (IL)-6 in the PPI network for the upregulated genes and vascular endothelial growth factor A (VEGFA) in the PPI network for the downregulated genes had higher degrees. Additionally, four modules (µM1, µM2, µM3 and µM4) were identified from the PPI network for the upregulated genes. Four modules (dM1, dM2, dM3 and dM4) were identified from the PPI network for the downregulated genes. In the dM2 module, collagen genes and integrin subunit α4 (ITGA4) may interact with each other. Additionally, functional enrichment indicated that collagen genes were enriched in extracellular matrix organization. In conclusion, IL-6, VEGFA, THBS1, ITGA4 and collagen genes may contribute to the progression of IVD degeneration. These results suggested that the manipulation of these genes and their products may have potential as a novel therapeutic strategy for the treatment of patients with IVD. |
format | Online Article Text |
id | pubmed-5482069 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-54820692017-06-28 Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis Zhu, Zhuangchen Chen, Guang Jiao, Wei Wang, Defeng Cao, Yan Zhang, Qingfu Wang, Junqin Mol Med Rep Articles Intervertebral disc (IVD) degeneration is a pathological process, which may lead to lower back pain. The present study aimed to investigate the pathogenesis of IVD degeneration. GSE42611 was downloaded from Gene Expression Omnibus, including 4 nucleus pulposus samples isolated from degenerated IVDs and 4 nucleus pulposus samples separated from normal IVDs. The differentially expressed genes (DEGs) between the degenerated and normal samples were screened using the limma package in R. Functional and pathway enrichment analyses were conducted separately for the upregulated and downregulated genes, using Database for Annotation, Visualization and Integrated Discovery software. In addition, protein-protein interaction (PPI) networks were constructed using the Search Tool for the Retrieval of Interacting Genes database and Cytoscape software. Finally, module analyses were conducted for the PPI networks using the MCODE plug-in in Cytoscape. A total of 558 DEGs were identified in the degenerated nucleus pulposus cells: 253 upregulated and 305 downregulated. Pathway enrichment analysis revealed that downregulated thrombospondin 1 (THBS1) was enriched in extracellular matrix-receptor interaction. Interleukin (IL)-6 in the PPI network for the upregulated genes and vascular endothelial growth factor A (VEGFA) in the PPI network for the downregulated genes had higher degrees. Additionally, four modules (µM1, µM2, µM3 and µM4) were identified from the PPI network for the upregulated genes. Four modules (dM1, dM2, dM3 and dM4) were identified from the PPI network for the downregulated genes. In the dM2 module, collagen genes and integrin subunit α4 (ITGA4) may interact with each other. Additionally, functional enrichment indicated that collagen genes were enriched in extracellular matrix organization. In conclusion, IL-6, VEGFA, THBS1, ITGA4 and collagen genes may contribute to the progression of IVD degeneration. These results suggested that the manipulation of these genes and their products may have potential as a novel therapeutic strategy for the treatment of patients with IVD. D.A. Spandidos 2017-07 2017-05-31 /pmc/articles/PMC5482069/ /pubmed/28586059 http://dx.doi.org/10.3892/mmr.2017.6662 Text en Copyright: © Zhu et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Zhu, Zhuangchen Chen, Guang Jiao, Wei Wang, Defeng Cao, Yan Zhang, Qingfu Wang, Junqin Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
title | Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
title_full | Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
title_fullStr | Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
title_full_unstemmed | Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
title_short | Identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
title_sort | identification of critical genes in nucleus pulposus cells isolated from degenerated intervertebral discs using bioinformatics analysis |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5482069/ https://www.ncbi.nlm.nih.gov/pubmed/28586059 http://dx.doi.org/10.3892/mmr.2017.6662 |
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