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Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells
BACKGROUND: Studies show that the antifibrotic mechanism of taurine may involve its inhibition of the activation and proliferation of hepatic stellate cells (HSCs). Since the molecular mechanism of taurine-mediated antifibrotic activity has not been fully unveiled and is little studied, it is impera...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6406182/ https://www.ncbi.nlm.nih.gov/pubmed/30862995 http://dx.doi.org/10.3748/wjg.v25.i9.1067 |
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author | Liang, Xing-Qiu Liang, Jian Zhao, Xiao-Fang Wang, Xin-Yuan Deng, Xin |
author_facet | Liang, Xing-Qiu Liang, Jian Zhao, Xiao-Fang Wang, Xin-Yuan Deng, Xin |
author_sort | Liang, Xing-Qiu |
collection | PubMed |
description | BACKGROUND: Studies show that the antifibrotic mechanism of taurine may involve its inhibition of the activation and proliferation of hepatic stellate cells (HSCs). Since the molecular mechanism of taurine-mediated antifibrotic activity has not been fully unveiled and is little studied, it is imperative to use “omics” methods to systematically investigate the molecular mechanism by which taurine inhibits liver fibrosis. AIM: To establish a network including transcriptomic and protein-protein interaction data to elucidate the molecular mechanism of taurine-induced HSC apoptosis. METHODS: We used microarrays, bioinformatics, protein-protein interaction (PPI) network, and sub-modules to investigate taurine-induced changes in gene expression in human HSCs (LX-2). Subsequently, all of the differentially expressed genes (DEGs) were subjected to gene ontology function and Kyoto encyclopedia of genes and genomes pathway enrichment analysis. Furthermore, the interactions of DEGs were explored in a human PPI network, and sub-modules of the DEGs interaction network were analyzed using Cytoscape software. RESULTS: A total of 635 DEGs were identified in taurine-treated HSCs when compared with the controls. Of these, 304 genes were statistically significantly up-regulated, and 331 down-regulated. Most of these DEGs were mainly located on the membrane and extracellular region, and are involved in the biological processes of signal transduction, cell proliferation, positive regulation of extracellular regulated protein kinases 1 (ERK1) and ERK2 cascade, extrinsic apoptotic signaling pathway and so on. Fifteen significantly enriched pathways with DEGs were identified, including mitogen-activated protein kinase (MAPK) signaling pathway, peroxisome proliferators-activated receptor signaling pathway, estrogen signaling pathway, Th1 and Th2 cell differentiation, cyclic adenosine monophosphate signaling pathway and so on. By integrating the transcriptomics and human PPI data, nine critical genes, including MMP2, MMP9, MMP21, TIMP3, KLF10, CX3CR1, TGFB1, VEGFB, and EGF, were identified in the PPI network analysis. CONCLUSION: Taurine promotes the apoptosis of HSCs via up-regulating TGFB1 and then activating the p38 MAPK-JNK-Caspase9/8/3 pathway. These findings enhance the understanding of the molecular mechanism of taurine-induced HSC apoptosis and provide references for liver disorder therapy. |
format | Online Article Text |
id | pubmed-6406182 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-64061822019-03-12 Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells Liang, Xing-Qiu Liang, Jian Zhao, Xiao-Fang Wang, Xin-Yuan Deng, Xin World J Gastroenterol Basic Study BACKGROUND: Studies show that the antifibrotic mechanism of taurine may involve its inhibition of the activation and proliferation of hepatic stellate cells (HSCs). Since the molecular mechanism of taurine-mediated antifibrotic activity has not been fully unveiled and is little studied, it is imperative to use “omics” methods to systematically investigate the molecular mechanism by which taurine inhibits liver fibrosis. AIM: To establish a network including transcriptomic and protein-protein interaction data to elucidate the molecular mechanism of taurine-induced HSC apoptosis. METHODS: We used microarrays, bioinformatics, protein-protein interaction (PPI) network, and sub-modules to investigate taurine-induced changes in gene expression in human HSCs (LX-2). Subsequently, all of the differentially expressed genes (DEGs) were subjected to gene ontology function and Kyoto encyclopedia of genes and genomes pathway enrichment analysis. Furthermore, the interactions of DEGs were explored in a human PPI network, and sub-modules of the DEGs interaction network were analyzed using Cytoscape software. RESULTS: A total of 635 DEGs were identified in taurine-treated HSCs when compared with the controls. Of these, 304 genes were statistically significantly up-regulated, and 331 down-regulated. Most of these DEGs were mainly located on the membrane and extracellular region, and are involved in the biological processes of signal transduction, cell proliferation, positive regulation of extracellular regulated protein kinases 1 (ERK1) and ERK2 cascade, extrinsic apoptotic signaling pathway and so on. Fifteen significantly enriched pathways with DEGs were identified, including mitogen-activated protein kinase (MAPK) signaling pathway, peroxisome proliferators-activated receptor signaling pathway, estrogen signaling pathway, Th1 and Th2 cell differentiation, cyclic adenosine monophosphate signaling pathway and so on. By integrating the transcriptomics and human PPI data, nine critical genes, including MMP2, MMP9, MMP21, TIMP3, KLF10, CX3CR1, TGFB1, VEGFB, and EGF, were identified in the PPI network analysis. CONCLUSION: Taurine promotes the apoptosis of HSCs via up-regulating TGFB1 and then activating the p38 MAPK-JNK-Caspase9/8/3 pathway. These findings enhance the understanding of the molecular mechanism of taurine-induced HSC apoptosis and provide references for liver disorder therapy. Baishideng Publishing Group Inc 2019-03-07 2019-03-07 /pmc/articles/PMC6406182/ /pubmed/30862995 http://dx.doi.org/10.3748/wjg.v25.i9.1067 Text en ©The Author(s) 2019. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. |
spellingShingle | Basic Study Liang, Xing-Qiu Liang, Jian Zhao, Xiao-Fang Wang, Xin-Yuan Deng, Xin Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
title | Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
title_full | Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
title_fullStr | Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
title_full_unstemmed | Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
title_short | Integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
title_sort | integrated network analysis of transcriptomic and protein-protein interaction data in taurine-treated hepatic stellate cells |
topic | Basic Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6406182/ https://www.ncbi.nlm.nih.gov/pubmed/30862995 http://dx.doi.org/10.3748/wjg.v25.i9.1067 |
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