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A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis
Fatty liver disease is one of the leading causes of chronic damage in western countries. Approximately 25% of adults in the United States have fatty livers in the absence of excessive alcohol consumption, a condition termed nonalcoholic fatty liver disease (NAFLD). Little is known about the prevalen...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5955936/ https://www.ncbi.nlm.nih.gov/pubmed/29769552 http://dx.doi.org/10.1038/s41598-018-25658-4 |
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author | Huang, Shanzhou Sun, Chengjun Hou, Yuchen Tang, Yunhua Zhu, Zebin Zhang, Zhiheng Zhang, Yixi Wang, Linhe Zhao, Qiang Chen, Mao-Gen Guo, Zhiyong Wang, Dongping Ju, Weiqiang Zhou, Qi Wu, Linwei He, Xiaoshun |
author_facet | Huang, Shanzhou Sun, Chengjun Hou, Yuchen Tang, Yunhua Zhu, Zebin Zhang, Zhiheng Zhang, Yixi Wang, Linhe Zhao, Qiang Chen, Mao-Gen Guo, Zhiyong Wang, Dongping Ju, Weiqiang Zhou, Qi Wu, Linwei He, Xiaoshun |
author_sort | Huang, Shanzhou |
collection | PubMed |
description | Fatty liver disease is one of the leading causes of chronic damage in western countries. Approximately 25% of adults in the United States have fatty livers in the absence of excessive alcohol consumption, a condition termed nonalcoholic fatty liver disease (NAFLD). Little is known about the prevalence and genetic background of NAFLD or the factors that determine its development. In this study, we used the Gene-Cloud of Biotechnology Information bioinformatics platform to carry out a comprehensive bioinformatics analysis identifying differentially expressed genes (DEGs), key biological processes and intersecting pathways. We imported 3 Gene Expression Omnibus datasets (GSE66676, GSE49541, and GSE83452). Then, we assessed the expression of the DEGs in clinical samples. We found that CD24 was the only gene co-expressed in all 3 datasets. “Glycolysis/gluconeogenesis”, “p53 signaling pathway” and “glycine, serine and threonine metabolism” were 3 common pathways related to the fatty liver process. In NAFLD tissues, CD24, COL1A1, LUM, THBS2 and EPHA3 were upregulated, and PZP was downregulated. CD24 is a core gene among these DEGs and have not yet been studied of its impact on NAFLD. Co-expressed genes, common biological processes and intersecting pathways identified in the study might play an important role in NAFLD progression. Further studies are needed to elucidate the mechanism of these potential genes and pathways in NAFLD. |
format | Online Article Text |
id | pubmed-5955936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59559362018-05-21 A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis Huang, Shanzhou Sun, Chengjun Hou, Yuchen Tang, Yunhua Zhu, Zebin Zhang, Zhiheng Zhang, Yixi Wang, Linhe Zhao, Qiang Chen, Mao-Gen Guo, Zhiyong Wang, Dongping Ju, Weiqiang Zhou, Qi Wu, Linwei He, Xiaoshun Sci Rep Article Fatty liver disease is one of the leading causes of chronic damage in western countries. Approximately 25% of adults in the United States have fatty livers in the absence of excessive alcohol consumption, a condition termed nonalcoholic fatty liver disease (NAFLD). Little is known about the prevalence and genetic background of NAFLD or the factors that determine its development. In this study, we used the Gene-Cloud of Biotechnology Information bioinformatics platform to carry out a comprehensive bioinformatics analysis identifying differentially expressed genes (DEGs), key biological processes and intersecting pathways. We imported 3 Gene Expression Omnibus datasets (GSE66676, GSE49541, and GSE83452). Then, we assessed the expression of the DEGs in clinical samples. We found that CD24 was the only gene co-expressed in all 3 datasets. “Glycolysis/gluconeogenesis”, “p53 signaling pathway” and “glycine, serine and threonine metabolism” were 3 common pathways related to the fatty liver process. In NAFLD tissues, CD24, COL1A1, LUM, THBS2 and EPHA3 were upregulated, and PZP was downregulated. CD24 is a core gene among these DEGs and have not yet been studied of its impact on NAFLD. Co-expressed genes, common biological processes and intersecting pathways identified in the study might play an important role in NAFLD progression. Further studies are needed to elucidate the mechanism of these potential genes and pathways in NAFLD. Nature Publishing Group UK 2018-05-16 /pmc/articles/PMC5955936/ /pubmed/29769552 http://dx.doi.org/10.1038/s41598-018-25658-4 Text en © The Author(s) 2018 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Huang, Shanzhou Sun, Chengjun Hou, Yuchen Tang, Yunhua Zhu, Zebin Zhang, Zhiheng Zhang, Yixi Wang, Linhe Zhao, Qiang Chen, Mao-Gen Guo, Zhiyong Wang, Dongping Ju, Weiqiang Zhou, Qi Wu, Linwei He, Xiaoshun A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
title | A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
title_full | A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
title_fullStr | A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
title_full_unstemmed | A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
title_short | A comprehensive bioinformatics analysis on multiple Gene Expression Omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
title_sort | comprehensive bioinformatics analysis on multiple gene expression omnibus datasets of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5955936/ https://www.ncbi.nlm.nih.gov/pubmed/29769552 http://dx.doi.org/10.1038/s41598-018-25658-4 |
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