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Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach

High-fat diet (HFD) can cause obesity, inducing dysregulation of the visceral adipose tissue (VAT). This study aimed to explore potential biological pathways and hub genes involved in obese VAT, and for that, bioinformatic analysis of multiple datasets was performed. The expression profiles (GSE3024...

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Autores principales: Jiang, Yu, Zhang, Rui, Guo, Jia-Qi, Qian, Ling-Lin, Ji, Jing-Jing, Wu, Ya, Ji, Zhen-Jun, Yang, Zi-Wei, Zhang, Yao, Chen, Xi, Ma, Gen-Shan, Yao, Yu-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9897782/
https://www.ncbi.nlm.nih.gov/pubmed/36654490
http://dx.doi.org/10.1080/21623945.2023.2169227
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author Jiang, Yu
Zhang, Rui
Guo, Jia-Qi
Qian, Ling-Lin
Ji, Jing-Jing
Wu, Ya
Ji, Zhen-Jun
Yang, Zi-Wei
Zhang, Yao
Chen, Xi
Ma, Gen-Shan
Yao, Yu-Yu
author_facet Jiang, Yu
Zhang, Rui
Guo, Jia-Qi
Qian, Ling-Lin
Ji, Jing-Jing
Wu, Ya
Ji, Zhen-Jun
Yang, Zi-Wei
Zhang, Yao
Chen, Xi
Ma, Gen-Shan
Yao, Yu-Yu
author_sort Jiang, Yu
collection PubMed
description High-fat diet (HFD) can cause obesity, inducing dysregulation of the visceral adipose tissue (VAT). This study aimed to explore potential biological pathways and hub genes involved in obese VAT, and for that, bioinformatic analysis of multiple datasets was performed. The expression profiles (GSE30247, GSE167311 and GSE79434) were downloaded from Gene Expression Omnibus. Overlapping differentially expressed genes (ODEGs) between normal diet and HFD groups in GSE30247 and GSE167311 were selected to run protein–protein interaction network, GO and KEGG analysis. The hub genes in ODEGs were screened by Cytoscape software and further verified in GSE79434 and obese mouse model. A total of 747 ODEGs (599 up-regulated and 148 down-regulated) were screened, and the GO and KEGG analysis showed that the up-regulated ODEGs were significantly enriched in inflammatory response and extracellular matrix receptor interaction pathways. On the other hand, the down-regulated ODEGs were involved in metabolic pathways; however, there were no significant KEGG pathways. Furthermore, six hub genes, Mki67, Rac2, Itgb2, Emr1, Tyrobp and Csf1r were acquired. These pathways and genes were verified in GSE79434 and VAT of obese mice. This study revealed that HFD induced VAT expansion, inflammation and fibrosis, and the hub genes could be used as therapeutic biomarkers in obesity.
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spelling pubmed-98977822023-02-04 Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach Jiang, Yu Zhang, Rui Guo, Jia-Qi Qian, Ling-Lin Ji, Jing-Jing Wu, Ya Ji, Zhen-Jun Yang, Zi-Wei Zhang, Yao Chen, Xi Ma, Gen-Shan Yao, Yu-Yu Adipocyte Research Paper High-fat diet (HFD) can cause obesity, inducing dysregulation of the visceral adipose tissue (VAT). This study aimed to explore potential biological pathways and hub genes involved in obese VAT, and for that, bioinformatic analysis of multiple datasets was performed. The expression profiles (GSE30247, GSE167311 and GSE79434) were downloaded from Gene Expression Omnibus. Overlapping differentially expressed genes (ODEGs) between normal diet and HFD groups in GSE30247 and GSE167311 were selected to run protein–protein interaction network, GO and KEGG analysis. The hub genes in ODEGs were screened by Cytoscape software and further verified in GSE79434 and obese mouse model. A total of 747 ODEGs (599 up-regulated and 148 down-regulated) were screened, and the GO and KEGG analysis showed that the up-regulated ODEGs were significantly enriched in inflammatory response and extracellular matrix receptor interaction pathways. On the other hand, the down-regulated ODEGs were involved in metabolic pathways; however, there were no significant KEGG pathways. Furthermore, six hub genes, Mki67, Rac2, Itgb2, Emr1, Tyrobp and Csf1r were acquired. These pathways and genes were verified in GSE79434 and VAT of obese mice. This study revealed that HFD induced VAT expansion, inflammation and fibrosis, and the hub genes could be used as therapeutic biomarkers in obesity. Taylor & Francis 2023-02-01 /pmc/articles/PMC9897782/ /pubmed/36654490 http://dx.doi.org/10.1080/21623945.2023.2169227 Text en © 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Jiang, Yu
Zhang, Rui
Guo, Jia-Qi
Qian, Ling-Lin
Ji, Jing-Jing
Wu, Ya
Ji, Zhen-Jun
Yang, Zi-Wei
Zhang, Yao
Chen, Xi
Ma, Gen-Shan
Yao, Yu-Yu
Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
title Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
title_full Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
title_fullStr Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
title_full_unstemmed Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
title_short Identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
title_sort identification of major hub genes involved in high-fat diet-induced obese visceral adipose tissue based on bioinformatics approach
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9897782/
https://www.ncbi.nlm.nih.gov/pubmed/36654490
http://dx.doi.org/10.1080/21623945.2023.2169227
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