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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...

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Autores principales: Gao, Zhengzheng, Dai, Lina, Zhang, Haifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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.
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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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