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Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats
BACKGROUND: Traumatic brain injury (TBI) is a common neurological emergency observed in hospitals. A considerable number of patients suffer from long-term disabilities after TBI. This study aimed to identify altered gene expression signatures and mechanisms related to TBI-induced chronic neuroinflam...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6925952/ https://www.ncbi.nlm.nih.gov/pubmed/31875163 http://dx.doi.org/10.7717/peerj.8324 |
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author | Zhao, Jianwei Xu, Chen Cao, Heli Zhang, Lin Wang, Xuyang Chen, Shiwen |
author_facet | Zhao, Jianwei Xu, Chen Cao, Heli Zhang, Lin Wang, Xuyang Chen, Shiwen |
author_sort | Zhao, Jianwei |
collection | PubMed |
description | BACKGROUND: Traumatic brain injury (TBI) is a common neurological emergency observed in hospitals. A considerable number of patients suffer from long-term disabilities after TBI. This study aimed to identify altered gene expression signatures and mechanisms related to TBI-induced chronic neuroinflammation and neurodegeneration. METHODS: An integrated analysis was performed using published RNA-sequencing studies to determine TBI-induced differentially expressed genes (DEGs). Based on the DEG data, functional annotation, signal-net, and transcription factor analyses were conducted to understand the mechanism of chronic neuroinflammation and neurodegeneration induced after TBI. RESULTS: Two datasets were obtained using the Gene Expression Omnibus database, of which, 6,513 DEGs were identified (6,464 upregulated and 49 downregulated). Positive regulation of biological process, positive regulation of cellular process, nucleus, and heterocyclic compound binding were Gene Ontology terms significantly enriched in post-TBI rat models. Leukocyte transendothelial migration, chemokine signaling pathway, neurotrophin signaling pathway, and longevity-regulating pathway were significantly enriched after TBI. With regard to the signal-net analysis, FOXO3, DGKZ and ILK were considered the most critical genes derived using high–betweenness centrality calculation. A total of 44 TFs, including FOXO1, SRY and KLF4, were predicted to play an important role in the upregulation of gene expression. Using integrated bioinformatics analysis, TBI was found to be associated with a significant inflammatory response and neurodegeneration. FOXO3, apolipoprotein (APOE), microtubule-associated protein tau (MAPT), and TREM2 were probably associated with the TBI pathological process. The mitochondrial electron transport chain may be associated with neurodegeneration in patients with TBI, serving as a potential therapeutic target. |
format | Online Article Text |
id | pubmed-6925952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-69259522019-12-24 Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats Zhao, Jianwei Xu, Chen Cao, Heli Zhang, Lin Wang, Xuyang Chen, Shiwen PeerJ Bioinformatics BACKGROUND: Traumatic brain injury (TBI) is a common neurological emergency observed in hospitals. A considerable number of patients suffer from long-term disabilities after TBI. This study aimed to identify altered gene expression signatures and mechanisms related to TBI-induced chronic neuroinflammation and neurodegeneration. METHODS: An integrated analysis was performed using published RNA-sequencing studies to determine TBI-induced differentially expressed genes (DEGs). Based on the DEG data, functional annotation, signal-net, and transcription factor analyses were conducted to understand the mechanism of chronic neuroinflammation and neurodegeneration induced after TBI. RESULTS: Two datasets were obtained using the Gene Expression Omnibus database, of which, 6,513 DEGs were identified (6,464 upregulated and 49 downregulated). Positive regulation of biological process, positive regulation of cellular process, nucleus, and heterocyclic compound binding were Gene Ontology terms significantly enriched in post-TBI rat models. Leukocyte transendothelial migration, chemokine signaling pathway, neurotrophin signaling pathway, and longevity-regulating pathway were significantly enriched after TBI. With regard to the signal-net analysis, FOXO3, DGKZ and ILK were considered the most critical genes derived using high–betweenness centrality calculation. A total of 44 TFs, including FOXO1, SRY and KLF4, were predicted to play an important role in the upregulation of gene expression. Using integrated bioinformatics analysis, TBI was found to be associated with a significant inflammatory response and neurodegeneration. FOXO3, apolipoprotein (APOE), microtubule-associated protein tau (MAPT), and TREM2 were probably associated with the TBI pathological process. The mitochondrial electron transport chain may be associated with neurodegeneration in patients with TBI, serving as a potential therapeutic target. PeerJ Inc. 2019-12-19 /pmc/articles/PMC6925952/ /pubmed/31875163 http://dx.doi.org/10.7717/peerj.8324 Text en © 2019 Zhao et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Zhao, Jianwei Xu, Chen Cao, Heli Zhang, Lin Wang, Xuyang Chen, Shiwen Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
title | Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
title_full | Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
title_fullStr | Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
title_full_unstemmed | Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
title_short | Identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
title_sort | identification of target genes in neuroinflammation and neurodegeneration after traumatic brain injury in rats |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6925952/ https://www.ncbi.nlm.nih.gov/pubmed/31875163 http://dx.doi.org/10.7717/peerj.8324 |
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