Cargando…

Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis

BACKGROUND: Nonalcoholic steatohepatitis (NASH) can progress to cirrhosis and hepatic carcinoma and is closely associated with changes in the neurological environment. The discovery of new biomarkers would aid in the treatment of NASH. METHODS: Data GSE89632 were downloaded from the Gene Expression...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiang, Zhen-yu, Zhou, Yi, Zhou, Lu, Li, Shao-wei, Wang, Bang-mao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8452393/
https://www.ncbi.nlm.nih.gov/pubmed/34552988
http://dx.doi.org/10.1155/2021/7561645
_version_ 1784570055171768320
author Jiang, Zhen-yu
Zhou, Yi
Zhou, Lu
Li, Shao-wei
Wang, Bang-mao
author_facet Jiang, Zhen-yu
Zhou, Yi
Zhou, Lu
Li, Shao-wei
Wang, Bang-mao
author_sort Jiang, Zhen-yu
collection PubMed
description BACKGROUND: Nonalcoholic steatohepatitis (NASH) can progress to cirrhosis and hepatic carcinoma and is closely associated with changes in the neurological environment. The discovery of new biomarkers would aid in the treatment of NASH. METHODS: Data GSE89632 were downloaded from the Gene Expression Omnibus (GEO) database, and R package “limma” was used to identify differentially expressed genes (DEGs) for NASH vs. normal tissues. The STRING database was used to construct a protein-protein interaction (PPI) network, and the Cytoscape software program (Version 3.80) was used to visualize the PPI network and identify key genes. The immune infiltration of NASH was determined using the R package “CIBERSORT”. RESULTS: We screened 41 DEGs. GO and KEGG enrichment analyses of the DEGs revealed the enrichment of pathways related to NAFLD steatosis and inflammation. A PPI network analysis was also performed on the DEGs, and seven genes (MYC, CXCL8, FOS, SOCS1, SOCS3, IL6, and PTGS2) were identified as hub genes. An immune infiltration assessment revealed that macrophages M2, memory resting CD4+ T cells, and γΔ T cells play important roles in the immune microenvironment of NASH, which may be mediated by the seven identified hub genes.
format Online
Article
Text
id pubmed-8452393
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-84523932021-09-21 Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis Jiang, Zhen-yu Zhou, Yi Zhou, Lu Li, Shao-wei Wang, Bang-mao Biomed Res Int Research Article BACKGROUND: Nonalcoholic steatohepatitis (NASH) can progress to cirrhosis and hepatic carcinoma and is closely associated with changes in the neurological environment. The discovery of new biomarkers would aid in the treatment of NASH. METHODS: Data GSE89632 were downloaded from the Gene Expression Omnibus (GEO) database, and R package “limma” was used to identify differentially expressed genes (DEGs) for NASH vs. normal tissues. The STRING database was used to construct a protein-protein interaction (PPI) network, and the Cytoscape software program (Version 3.80) was used to visualize the PPI network and identify key genes. The immune infiltration of NASH was determined using the R package “CIBERSORT”. RESULTS: We screened 41 DEGs. GO and KEGG enrichment analyses of the DEGs revealed the enrichment of pathways related to NAFLD steatosis and inflammation. A PPI network analysis was also performed on the DEGs, and seven genes (MYC, CXCL8, FOS, SOCS1, SOCS3, IL6, and PTGS2) were identified as hub genes. An immune infiltration assessment revealed that macrophages M2, memory resting CD4+ T cells, and γΔ T cells play important roles in the immune microenvironment of NASH, which may be mediated by the seven identified hub genes. Hindawi 2021-09-11 /pmc/articles/PMC8452393/ /pubmed/34552988 http://dx.doi.org/10.1155/2021/7561645 Text en Copyright © 2021 Zhen-yu Jiang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Jiang, Zhen-yu
Zhou, Yi
Zhou, Lu
Li, Shao-wei
Wang, Bang-mao
Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis
title Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis
title_full Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis
title_fullStr Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis
title_full_unstemmed Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis
title_short Identification of Key Genes and Immune Infiltrate in Nonalcoholic Steatohepatitis: A Bioinformatic Analysis
title_sort identification of key genes and immune infiltrate in nonalcoholic steatohepatitis: a bioinformatic analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8452393/
https://www.ncbi.nlm.nih.gov/pubmed/34552988
http://dx.doi.org/10.1155/2021/7561645
work_keys_str_mv AT jiangzhenyu identificationofkeygenesandimmuneinfiltrateinnonalcoholicsteatohepatitisabioinformaticanalysis
AT zhouyi identificationofkeygenesandimmuneinfiltrateinnonalcoholicsteatohepatitisabioinformaticanalysis
AT zhoulu identificationofkeygenesandimmuneinfiltrateinnonalcoholicsteatohepatitisabioinformaticanalysis
AT lishaowei identificationofkeygenesandimmuneinfiltrateinnonalcoholicsteatohepatitisabioinformaticanalysis
AT wangbangmao identificationofkeygenesandimmuneinfiltrateinnonalcoholicsteatohepatitisabioinformaticanalysis