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The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy
BACKGROUND: Alcoholic hepatitis (AH) is one of the most severe forms of liver disease. The therapies which are currently available are not entirely effective, and thus novel therapies are urgently needed. However, the development of these novel therapies is limited due to incomplete information abou...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7154418/ https://www.ncbi.nlm.nih.gov/pubmed/32309355 http://dx.doi.org/10.21037/atm.2020.01.36 |
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author | Qi, Wei Wang, Bing Yang, Ming Zhu, Lin Hu, Sen Sun, Hui |
author_facet | Qi, Wei Wang, Bing Yang, Ming Zhu, Lin Hu, Sen Sun, Hui |
author_sort | Qi, Wei |
collection | PubMed |
description | BACKGROUND: Alcoholic hepatitis (AH) is one of the most severe forms of liver disease. The therapies which are currently available are not entirely effective, and thus novel therapies are urgently needed. However, the development of these novel therapies is limited due to incomplete information about the molecular mechanisms involved in AH. METHODS: The microarray data (GSE28619) was downloaded from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) between the AH and the control samples were identified using the significant analysis of microarrays (SAM) method. Metabolic sub-pathways were identified using the SubpathwayMiner R package. Cell Counting Kit-8 (CCK-8) was used to evaluate the cell viability of AML-12 cells treated with different concentrations of ethanol or riboflavin. Alanine aminotransferase (ALT) and aspartate aminotransferase (AST) were employed to show the hepatocyte function. RESULTS: A total of 1,041 genes were determined to be expressed differentially. We then identified 11 metabolic sub-pathways that could be involved in the development of AH. This was followed by a final integrated analysis of the sub-pathways involved in AH as well as the sub-pathways involved in the drug-affected cases. The final integration results led to the identification of 64 small molecular drugs. A potential novel drug (riboflavin) involved in the fatty acid metabolism pathway was identified for further investigation. Riboflavin at the 60 nM for 24 h could reverse ethanol-induced AML-12 cell injury and could markedly decrease ALT and AST activity. The decrease in the activities of these two enzymes was observed in a dose-dependent manner when it was compared to ethanol alone, which suggests that riboflavin has a protective effect against liver cell injury caused by alcoholism. CONCLUSIONS: To summarize, the candidate agents which are identified in the present study might give practitioners insight into the development of novel therapeutic approaches for AH. |
format | Online Article Text |
id | pubmed-7154418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-71544182020-04-17 The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy Qi, Wei Wang, Bing Yang, Ming Zhu, Lin Hu, Sen Sun, Hui Ann Transl Med Original Article BACKGROUND: Alcoholic hepatitis (AH) is one of the most severe forms of liver disease. The therapies which are currently available are not entirely effective, and thus novel therapies are urgently needed. However, the development of these novel therapies is limited due to incomplete information about the molecular mechanisms involved in AH. METHODS: The microarray data (GSE28619) was downloaded from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) between the AH and the control samples were identified using the significant analysis of microarrays (SAM) method. Metabolic sub-pathways were identified using the SubpathwayMiner R package. Cell Counting Kit-8 (CCK-8) was used to evaluate the cell viability of AML-12 cells treated with different concentrations of ethanol or riboflavin. Alanine aminotransferase (ALT) and aspartate aminotransferase (AST) were employed to show the hepatocyte function. RESULTS: A total of 1,041 genes were determined to be expressed differentially. We then identified 11 metabolic sub-pathways that could be involved in the development of AH. This was followed by a final integrated analysis of the sub-pathways involved in AH as well as the sub-pathways involved in the drug-affected cases. The final integration results led to the identification of 64 small molecular drugs. A potential novel drug (riboflavin) involved in the fatty acid metabolism pathway was identified for further investigation. Riboflavin at the 60 nM for 24 h could reverse ethanol-induced AML-12 cell injury and could markedly decrease ALT and AST activity. The decrease in the activities of these two enzymes was observed in a dose-dependent manner when it was compared to ethanol alone, which suggests that riboflavin has a protective effect against liver cell injury caused by alcoholism. CONCLUSIONS: To summarize, the candidate agents which are identified in the present study might give practitioners insight into the development of novel therapeutic approaches for AH. AME Publishing Company 2020-03 /pmc/articles/PMC7154418/ /pubmed/32309355 http://dx.doi.org/10.21037/atm.2020.01.36 Text en 2020 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Qi, Wei Wang, Bing Yang, Ming Zhu, Lin Hu, Sen Sun, Hui The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
title | The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
title_full | The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
title_fullStr | The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
title_full_unstemmed | The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
title_short | The implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
title_sort | implementation of drug reposition for alcoholic hepatitis based on a sub-pathway integration strategy |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7154418/ https://www.ncbi.nlm.nih.gov/pubmed/32309355 http://dx.doi.org/10.21037/atm.2020.01.36 |
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