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Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set
Nonalcoholic fatty liver disease (NAFLD) has become one of the problems affecting the health of the population worldwide. The progressive disease includes nonalcoholic steatohepatitis (NASH) and fibrosis, which with no approved therapy, system identification of effective drugs remains challenging. I...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034918/ https://www.ncbi.nlm.nih.gov/pubmed/35469222 http://dx.doi.org/10.1155/2022/7606716 |
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author | Gao, Zhengzheng Dai, Lina Zhang, Haifeng |
author_facet | Gao, Zhengzheng Dai, Lina Zhang, Haifeng |
author_sort | Gao, Zhengzheng |
collection | PubMed |
description | Nonalcoholic fatty liver disease (NAFLD) has become one of the problems affecting the health of the population worldwide. The progressive disease includes nonalcoholic steatohepatitis (NASH) and fibrosis, which with no approved therapy, system identification of effective drugs remains challenging. In this work, we applicated drug perturbation gene set enrichment analysis to screen drugs for the development of NAFLD. A total 15490 small-molecule compounds were analyzed in our study; based on the p value of enrichment score, 7 small-molecule compounds were found to have a potential role in NASH and fibrosis. After pathway analyses, we found indoximod had effects on nonalcoholic fatty liver disease through regulated TNFa, AP-1, AKT, PI3K, etc. Furthermore, we established the NAFLD cell model with LO2 cells induced using PA; ELISA showed that the levels of TG, ALT, and AST were significantly improved by indoximod. In summary, our study offers optimal therapeutic drugs, which may provide novel insight into the precise treatment of NAFLD and promote researches. |
format | Online Article Text |
id | pubmed-9034918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90349182022-04-24 Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set Gao, Zhengzheng Dai, Lina Zhang, Haifeng Comput Math Methods Med Research Article Nonalcoholic fatty liver disease (NAFLD) has become one of the problems affecting the health of the population worldwide. The progressive disease includes nonalcoholic steatohepatitis (NASH) and fibrosis, which with no approved therapy, system identification of effective drugs remains challenging. In this work, we applicated drug perturbation gene set enrichment analysis to screen drugs for the development of NAFLD. A total 15490 small-molecule compounds were analyzed in our study; based on the p value of enrichment score, 7 small-molecule compounds were found to have a potential role in NASH and fibrosis. After pathway analyses, we found indoximod had effects on nonalcoholic fatty liver disease through regulated TNFa, AP-1, AKT, PI3K, etc. Furthermore, we established the NAFLD cell model with LO2 cells induced using PA; ELISA showed that the levels of TG, ALT, and AST were significantly improved by indoximod. In summary, our study offers optimal therapeutic drugs, which may provide novel insight into the precise treatment of NAFLD and promote researches. Hindawi 2022-04-16 /pmc/articles/PMC9034918/ /pubmed/35469222 http://dx.doi.org/10.1155/2022/7606716 Text en Copyright © 2022 Zhengzheng Gao 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 Gao, Zhengzheng Dai, Lina Zhang, Haifeng Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set |
title | Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set |
title_full | Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set |
title_fullStr | Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set |
title_full_unstemmed | Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set |
title_short | Screening Potential Drugs for the Development of NAFLD Based on Drug Perturbation Gene Set |
title_sort | screening potential drugs for the development of nafld based on drug perturbation gene set |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034918/ https://www.ncbi.nlm.nih.gov/pubmed/35469222 http://dx.doi.org/10.1155/2022/7606716 |
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