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Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging
BACKGROUND: Neuropathic pain is a debilitating disease caused by damage or diseases of the somatosensory nervous system. Previous research has indicated potential associations between neuropathic pain and aging. However, the mechanisms by which they are interconnected remain unclear. In this study,...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626798/ https://www.ncbi.nlm.nih.gov/pubmed/36340779 http://dx.doi.org/10.3389/fnins.2022.994575 |
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author | Ye, Qingqing Huang, Zhensheng Lu, Weicheng Yan, Fang Zeng, Weian Xie, Jingdun Zhong, Weiqiang |
author_facet | Ye, Qingqing Huang, Zhensheng Lu, Weicheng Yan, Fang Zeng, Weian Xie, Jingdun Zhong, Weiqiang |
author_sort | Ye, Qingqing |
collection | PubMed |
description | BACKGROUND: Neuropathic pain is a debilitating disease caused by damage or diseases of the somatosensory nervous system. Previous research has indicated potential associations between neuropathic pain and aging. However, the mechanisms by which they are interconnected remain unclear. In this study, we aim to identify the common differentially expressed genes (co-DEGs) between neuropathic pain and aging through integrated bioinformatics methods and further explore the underlying molecular mechanisms. METHODS: The microarray datasets GSE24982, GSE63442, and GSE63651 were downloaded from Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) and co-DEGs were first identified. Functional enrichment analyses, protein-protein Interaction (PPI) network, module construction and hub genes identification were performed. Immune infiltration analysis was conducted. Targeted transcription factors (TFs), microRNAs (miRNAs) and potential effective drug compounds for hub genes were also predicted. RESULTS: A total of 563 and 1,250 DEGs of neuropathic pain and aging were screened, respectively. 16 genes were further identified as co-DEGs. The functional analysis emphasizes the vital roles of the humoral immune response and complement and coagulation cascades in these two diseases. Cxcl14, Fblim1, RT1-Da, Serping1, Cfd, and Fcgr2b were identified as hub genes. Activated B cell, mast cell, activated dendritic cell, CD56 bright natural killer cell, effector memory CD8 + T cell, and type 2 T helper cell were significantly up-regulated in the pain and aging condition. Importantly, hub genes were found to correlate with the activated B cell, activated dendritic cell, Gamma delta T cell, central memory CD4 + T cell and mast cell in pain and aging diseases. Finally, Spic, miR-883-5p, and miR-363-5p et al. were predicted as the potential vital regulators for hub genes. Aldesleukin, Valziflocept, MGD-010, Cinryze, and Rhucin were the potential effective drugs in neuropathic pain and aging. CONCLUSION: This study identified co-DEGs, revealed molecular mechanisms, demonstrated the immune microenvironment, and predicted the possible TFs, miRNAs regulation networks and new drug targets for neuropathic pain and aging, providing novel insights into further research. |
format | Online Article Text |
id | pubmed-9626798 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96267982022-11-03 Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging Ye, Qingqing Huang, Zhensheng Lu, Weicheng Yan, Fang Zeng, Weian Xie, Jingdun Zhong, Weiqiang Front Neurosci Neuroscience BACKGROUND: Neuropathic pain is a debilitating disease caused by damage or diseases of the somatosensory nervous system. Previous research has indicated potential associations between neuropathic pain and aging. However, the mechanisms by which they are interconnected remain unclear. In this study, we aim to identify the common differentially expressed genes (co-DEGs) between neuropathic pain and aging through integrated bioinformatics methods and further explore the underlying molecular mechanisms. METHODS: The microarray datasets GSE24982, GSE63442, and GSE63651 were downloaded from Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) and co-DEGs were first identified. Functional enrichment analyses, protein-protein Interaction (PPI) network, module construction and hub genes identification were performed. Immune infiltration analysis was conducted. Targeted transcription factors (TFs), microRNAs (miRNAs) and potential effective drug compounds for hub genes were also predicted. RESULTS: A total of 563 and 1,250 DEGs of neuropathic pain and aging were screened, respectively. 16 genes were further identified as co-DEGs. The functional analysis emphasizes the vital roles of the humoral immune response and complement and coagulation cascades in these two diseases. Cxcl14, Fblim1, RT1-Da, Serping1, Cfd, and Fcgr2b were identified as hub genes. Activated B cell, mast cell, activated dendritic cell, CD56 bright natural killer cell, effector memory CD8 + T cell, and type 2 T helper cell were significantly up-regulated in the pain and aging condition. Importantly, hub genes were found to correlate with the activated B cell, activated dendritic cell, Gamma delta T cell, central memory CD4 + T cell and mast cell in pain and aging diseases. Finally, Spic, miR-883-5p, and miR-363-5p et al. were predicted as the potential vital regulators for hub genes. Aldesleukin, Valziflocept, MGD-010, Cinryze, and Rhucin were the potential effective drugs in neuropathic pain and aging. CONCLUSION: This study identified co-DEGs, revealed molecular mechanisms, demonstrated the immune microenvironment, and predicted the possible TFs, miRNAs regulation networks and new drug targets for neuropathic pain and aging, providing novel insights into further research. Frontiers Media S.A. 2022-10-19 /pmc/articles/PMC9626798/ /pubmed/36340779 http://dx.doi.org/10.3389/fnins.2022.994575 Text en Copyright © 2022 Ye, Huang, Lu, Yan, Zeng, Xie and Zhong. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Ye, Qingqing Huang, Zhensheng Lu, Weicheng Yan, Fang Zeng, Weian Xie, Jingdun Zhong, Weiqiang Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
title | Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
title_full | Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
title_fullStr | Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
title_full_unstemmed | Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
title_short | Identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
title_sort | identification of the common differentially expressed genes and pathogenesis between neuropathic pain and aging |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626798/ https://www.ncbi.nlm.nih.gov/pubmed/36340779 http://dx.doi.org/10.3389/fnins.2022.994575 |
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