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Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain
BACKGROUND: The reactivity enhancement of pain sensitive neurons in the nervous system is a feature of the pathogenesis for neuropathic pain (NP), yet the underlying mechanisms need to be fully understood. In this study, we made an attempt to clarify the NP-related hub genes and signaling pathways s...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7251260/ https://www.ncbi.nlm.nih.gov/pubmed/32508579 http://dx.doi.org/10.3389/fnins.2020.00488 |
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author | Wang, Kai Yi, Duan Yu, Zhuoyin Zhu, Bin Li, Shuiqing Liu, Xiaoguang |
author_facet | Wang, Kai Yi, Duan Yu, Zhuoyin Zhu, Bin Li, Shuiqing Liu, Xiaoguang |
author_sort | Wang, Kai |
collection | PubMed |
description | BACKGROUND: The reactivity enhancement of pain sensitive neurons in the nervous system is a feature of the pathogenesis for neuropathic pain (NP), yet the underlying mechanisms need to be fully understood. In this study, we made an attempt to clarify the NP-related hub genes and signaling pathways so as to provide effective diagnostic and therapeutic methods toward NP. METHODS: Microarray expression profile GSE30691 including the mRNA-seq data of the spared nerve injury (SNI)-induced NP rats was accessed from the GEO database. Then, genes associated with NP development were screened using differential analysis along with random walk with restart (RWR). GO annotation and KEGG pathway analyses were performed to explore the biological functions and signaling pathways where the genes were activated. Afterward, protein-protein interaction (PPI) analysis and GO analysis were conducted to further identify the hub genes which showed an intimate correlation with NP development. RESULTS: Totally 94 genes associated with NP development were screened by differential analysis and RWR analysis, and they were observed to be predominantly enriched in hormone secretion and transport, cAMP signaling pathway and other NP occurrence associated functions and pathways. Thereafter, the 94 genes were subjected to PPI analysis to find the genes much more associated with NP and a functional module composed of 48 genes were obtained. 8 hub genes including C3, C1qb, Ccl2, Cxcl13, Timp1, Fcgr2b, Gal, and Lyz2 were eventually identified after further association and functional enrichment analyses, and the expression of these 8 genes were all higher in SNI rats by comparison with those in Sham rats. CONCLUSION: Based on the data collected from GEO database, this study discovered 8 hub genes that were closely related to NP occurrence and development, which help to provide potent theoretical basis for NP treatment. |
format | Online Article Text |
id | pubmed-7251260 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72512602020-06-05 Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain Wang, Kai Yi, Duan Yu, Zhuoyin Zhu, Bin Li, Shuiqing Liu, Xiaoguang Front Neurosci Neuroscience BACKGROUND: The reactivity enhancement of pain sensitive neurons in the nervous system is a feature of the pathogenesis for neuropathic pain (NP), yet the underlying mechanisms need to be fully understood. In this study, we made an attempt to clarify the NP-related hub genes and signaling pathways so as to provide effective diagnostic and therapeutic methods toward NP. METHODS: Microarray expression profile GSE30691 including the mRNA-seq data of the spared nerve injury (SNI)-induced NP rats was accessed from the GEO database. Then, genes associated with NP development were screened using differential analysis along with random walk with restart (RWR). GO annotation and KEGG pathway analyses were performed to explore the biological functions and signaling pathways where the genes were activated. Afterward, protein-protein interaction (PPI) analysis and GO analysis were conducted to further identify the hub genes which showed an intimate correlation with NP development. RESULTS: Totally 94 genes associated with NP development were screened by differential analysis and RWR analysis, and they were observed to be predominantly enriched in hormone secretion and transport, cAMP signaling pathway and other NP occurrence associated functions and pathways. Thereafter, the 94 genes were subjected to PPI analysis to find the genes much more associated with NP and a functional module composed of 48 genes were obtained. 8 hub genes including C3, C1qb, Ccl2, Cxcl13, Timp1, Fcgr2b, Gal, and Lyz2 were eventually identified after further association and functional enrichment analyses, and the expression of these 8 genes were all higher in SNI rats by comparison with those in Sham rats. CONCLUSION: Based on the data collected from GEO database, this study discovered 8 hub genes that were closely related to NP occurrence and development, which help to provide potent theoretical basis for NP treatment. Frontiers Media S.A. 2020-05-20 /pmc/articles/PMC7251260/ /pubmed/32508579 http://dx.doi.org/10.3389/fnins.2020.00488 Text en Copyright © 2020 Wang, Yi, Yu, Zhu, Li and Liu. http://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 Wang, Kai Yi, Duan Yu, Zhuoyin Zhu, Bin Li, Shuiqing Liu, Xiaoguang Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain |
title | Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain |
title_full | Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain |
title_fullStr | Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain |
title_full_unstemmed | Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain |
title_short | Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain |
title_sort | identification of the hub genes related to nerve injury-induced neuropathic pain |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7251260/ https://www.ncbi.nlm.nih.gov/pubmed/32508579 http://dx.doi.org/10.3389/fnins.2020.00488 |
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