Cargando…

Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis

PURPOSE: Neuropathic pain is a devastating complex condition occurring post-nervous system damage. Microglia in dorsal horn drives neuropathic pain as a kind of immune cell. We aimed to find potential differentially expressed genes (DEGs) and candidate pathways, which induced neuropathic pain, and t...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Xiao, Zhu, Lin, Zhao, Bingcheng, Hu, Jingjuan, Deng, Fan, Lei, Shaohui, Yao, Zhi-Wen, Liu, Kexuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217596/
https://www.ncbi.nlm.nih.gov/pubmed/34168490
http://dx.doi.org/10.2147/JPR.S312117
_version_ 1783710624881049600
author Yang, Xiao
Zhu, Lin
Zhao, Bingcheng
Hu, Jingjuan
Deng, Fan
Lei, Shaohui
Yao, Zhi-Wen
Liu, Kexuan
author_facet Yang, Xiao
Zhu, Lin
Zhao, Bingcheng
Hu, Jingjuan
Deng, Fan
Lei, Shaohui
Yao, Zhi-Wen
Liu, Kexuan
author_sort Yang, Xiao
collection PubMed
description PURPOSE: Neuropathic pain is a devastating complex condition occurring post-nervous system damage. Microglia in dorsal horn drives neuropathic pain as a kind of immune cell. We aimed to find potential differentially expressed genes (DEGs) and candidate pathways, which induced neuropathic pain, and to identify some new transcription factors and therapeutic drugs via bioinformatic analysis. METHODS: The microarray profile GSE60670 was downloaded and analyzed. DEGs were screened and analyzed through Gene Ontology (GO), pathway enrichment, and protein-to-protein interaction (PPI) network. Respectively, transcription factors (TFs) and potential therapeutic drugs for DEGs were predicted through NetworkAnalyst and DGIdb databases. At last, we chose top 10 DEGs for external validation. RESULTS: A total of 100 DEGs were identified. The results of pathway and GO analyses were closely related to malaria inflammatory pathway and inflammatory response. Three necessary PPI modules and 9 hub genes were identified in PPI analysis, and 277 DEG-TF pairs were found among 54 DEGs and 32 TF. Moreover, 22 candidate drugs were found to match 9 hub genes. External validation of 9 of the top 10 DEGs were consistent with bioinformatic analysis. CONCLUSION: This study provided comprehensive analyses for the functional gene sets and pathways related to neuropathic pain and promoted our understanding of the mechanism or therapy of neuropathic pain.
format Online
Article
Text
id pubmed-8217596
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Dove
record_format MEDLINE/PubMed
spelling pubmed-82175962021-06-23 Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis Yang, Xiao Zhu, Lin Zhao, Bingcheng Hu, Jingjuan Deng, Fan Lei, Shaohui Yao, Zhi-Wen Liu, Kexuan J Pain Res Original Research PURPOSE: Neuropathic pain is a devastating complex condition occurring post-nervous system damage. Microglia in dorsal horn drives neuropathic pain as a kind of immune cell. We aimed to find potential differentially expressed genes (DEGs) and candidate pathways, which induced neuropathic pain, and to identify some new transcription factors and therapeutic drugs via bioinformatic analysis. METHODS: The microarray profile GSE60670 was downloaded and analyzed. DEGs were screened and analyzed through Gene Ontology (GO), pathway enrichment, and protein-to-protein interaction (PPI) network. Respectively, transcription factors (TFs) and potential therapeutic drugs for DEGs were predicted through NetworkAnalyst and DGIdb databases. At last, we chose top 10 DEGs for external validation. RESULTS: A total of 100 DEGs were identified. The results of pathway and GO analyses were closely related to malaria inflammatory pathway and inflammatory response. Three necessary PPI modules and 9 hub genes were identified in PPI analysis, and 277 DEG-TF pairs were found among 54 DEGs and 32 TF. Moreover, 22 candidate drugs were found to match 9 hub genes. External validation of 9 of the top 10 DEGs were consistent with bioinformatic analysis. CONCLUSION: This study provided comprehensive analyses for the functional gene sets and pathways related to neuropathic pain and promoted our understanding of the mechanism or therapy of neuropathic pain. Dove 2021-06-16 /pmc/articles/PMC8217596/ /pubmed/34168490 http://dx.doi.org/10.2147/JPR.S312117 Text en © 2021 Yang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Yang, Xiao
Zhu, Lin
Zhao, Bingcheng
Hu, Jingjuan
Deng, Fan
Lei, Shaohui
Yao, Zhi-Wen
Liu, Kexuan
Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis
title Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis
title_full Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis
title_fullStr Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis
title_full_unstemmed Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis
title_short Screening and Identification of Key Genes, Pathways, and Drugs Associated with Neuropathic Pain in Dorsal Horn: Evidence from Bioinformatic Analysis
title_sort screening and identification of key genes, pathways, and drugs associated with neuropathic pain in dorsal horn: evidence from bioinformatic analysis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217596/
https://www.ncbi.nlm.nih.gov/pubmed/34168490
http://dx.doi.org/10.2147/JPR.S312117
work_keys_str_mv AT yangxiao screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT zhulin screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT zhaobingcheng screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT hujingjuan screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT dengfan screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT leishaohui screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT yaozhiwen screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis
AT liukexuan screeningandidentificationofkeygenespathwaysanddrugsassociatedwithneuropathicpainindorsalhornevidencefrombioinformaticanalysis