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Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model

Background: Gan–Dou–Fu–Mu decoction (GDFMD) improves liver fibrosis in experimental and clinical studies including those on toxic mouse model of Wilson disease (Model). However, the mechanisms underlying the effect of GDFMD have not been characterized. Herein, we deciphered the potential therapeutic...

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Autores principales: Wei, Taohua, Hao, Wenjie, Tang, Lulu, Wu, Huan, Huang, Shi, Yang, Yue, Qian, Nannan, Liu, Jie, Yang, Wenming, Duan, Xianchun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082393/
https://www.ncbi.nlm.nih.gov/pubmed/33935715
http://dx.doi.org/10.3389/fphar.2021.622268
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author Wei, Taohua
Hao, Wenjie
Tang, Lulu
Wu, Huan
Huang, Shi
Yang, Yue
Qian, Nannan
Liu, Jie
Yang, Wenming
Duan, Xianchun
author_facet Wei, Taohua
Hao, Wenjie
Tang, Lulu
Wu, Huan
Huang, Shi
Yang, Yue
Qian, Nannan
Liu, Jie
Yang, Wenming
Duan, Xianchun
author_sort Wei, Taohua
collection PubMed
description Background: Gan–Dou–Fu–Mu decoction (GDFMD) improves liver fibrosis in experimental and clinical studies including those on toxic mouse model of Wilson disease (Model). However, the mechanisms underlying the effect of GDFMD have not been characterized. Herein, we deciphered the potential therapeutic targets of GDFMD using transcriptome analysis. Methods: We constructed a tx-j Wilson disease (WD) mouse model, and assessed the effect of GDFMD on the liver of model mice by hematoxylin and eosin, Masson, and immunohistochemical staining. Subsequently, we identified differentially expressed genes (DEGs) that were upregulated in the Model (Model vs. control) and those that were downregulated upon GDFMD treatment (compared to the Model) using RNA-sequencing (RNA-Seq). Biological functions and signaling pathways in which the DEGs were involved were determined by gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway analyses. A protein–protein interaction (PPI) network was constructed using the STRING database, and the modules were identified using MCODE plugin with the Cytoscape software. Several genes identified in the RNA-Seq analysis were validated by real-time quantitative PCR. Results: Total of 2124 DEGs were screened through the Model vs. control and Model vs. GDFMD comparisons, and dozens of GO and KEGG pathway terms modulated by GDFMD were identified. Dozens of pathways involved in metabolism (including metabolic processes for organic acids, carboxylic acids, monocarboxylic acids, lipids, fatty acids, cellular lipids, steroids, alcohols, eicosanoids, long-chain fatty acids), immune and inflammatory response (such as complement and coagulation cascades, cytokine–cytokine receptor interaction, inflammatory mediator regulation of TRP channels, antigen processing and presentation, T-cell receptor signaling pathway), liver fibrosis (such as ECM-receptor interactions), and cell death (PI3K-Akt signaling pathway, apoptosis, TGF-beta signaling pathway, etc.) were identified as potential targets of GDFMD in the Model. Some hub genes and four modules were identified in the PPI network. The results of real-time quantitative PCR analysis were consistent with those of RNA-Seq analysis. Conclusions: We performed gene expression profiling of GDFMD-treated WD model mice using RNA-Seq analysis and found the genes, pathways, and processes effected by the treatment. Our study provides a theoretical basis to prevent liver fibrosis resulting from WD using GDFMD.
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spelling pubmed-80823932021-04-30 Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model Wei, Taohua Hao, Wenjie Tang, Lulu Wu, Huan Huang, Shi Yang, Yue Qian, Nannan Liu, Jie Yang, Wenming Duan, Xianchun Front Pharmacol Pharmacology Background: Gan–Dou–Fu–Mu decoction (GDFMD) improves liver fibrosis in experimental and clinical studies including those on toxic mouse model of Wilson disease (Model). However, the mechanisms underlying the effect of GDFMD have not been characterized. Herein, we deciphered the potential therapeutic targets of GDFMD using transcriptome analysis. Methods: We constructed a tx-j Wilson disease (WD) mouse model, and assessed the effect of GDFMD on the liver of model mice by hematoxylin and eosin, Masson, and immunohistochemical staining. Subsequently, we identified differentially expressed genes (DEGs) that were upregulated in the Model (Model vs. control) and those that were downregulated upon GDFMD treatment (compared to the Model) using RNA-sequencing (RNA-Seq). Biological functions and signaling pathways in which the DEGs were involved were determined by gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway analyses. A protein–protein interaction (PPI) network was constructed using the STRING database, and the modules were identified using MCODE plugin with the Cytoscape software. Several genes identified in the RNA-Seq analysis were validated by real-time quantitative PCR. Results: Total of 2124 DEGs were screened through the Model vs. control and Model vs. GDFMD comparisons, and dozens of GO and KEGG pathway terms modulated by GDFMD were identified. Dozens of pathways involved in metabolism (including metabolic processes for organic acids, carboxylic acids, monocarboxylic acids, lipids, fatty acids, cellular lipids, steroids, alcohols, eicosanoids, long-chain fatty acids), immune and inflammatory response (such as complement and coagulation cascades, cytokine–cytokine receptor interaction, inflammatory mediator regulation of TRP channels, antigen processing and presentation, T-cell receptor signaling pathway), liver fibrosis (such as ECM-receptor interactions), and cell death (PI3K-Akt signaling pathway, apoptosis, TGF-beta signaling pathway, etc.) were identified as potential targets of GDFMD in the Model. Some hub genes and four modules were identified in the PPI network. The results of real-time quantitative PCR analysis were consistent with those of RNA-Seq analysis. Conclusions: We performed gene expression profiling of GDFMD-treated WD model mice using RNA-Seq analysis and found the genes, pathways, and processes effected by the treatment. Our study provides a theoretical basis to prevent liver fibrosis resulting from WD using GDFMD. Frontiers Media S.A. 2021-04-15 /pmc/articles/PMC8082393/ /pubmed/33935715 http://dx.doi.org/10.3389/fphar.2021.622268 Text en Copyright © 2021 Wei, Hao, Tang, Wu, Huang, Yang, Qian, Liu, Yang and Duan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Pharmacology
Wei, Taohua
Hao, Wenjie
Tang, Lulu
Wu, Huan
Huang, Shi
Yang, Yue
Qian, Nannan
Liu, Jie
Yang, Wenming
Duan, Xianchun
Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model
title Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model
title_full Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model
title_fullStr Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model
title_full_unstemmed Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model
title_short Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan–Dou–Fu–Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model
title_sort comprehensive rna-seq analysis of potential therapeutic targets of gan–dou–fu–mu decoction for treatment of wilson disease using a toxic milk mouse model
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082393/
https://www.ncbi.nlm.nih.gov/pubmed/33935715
http://dx.doi.org/10.3389/fphar.2021.622268
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