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Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression
Depression is a common mental disease, with some patients exhibiting ideas and behaviors such as self-harm and suicide. The drugs currently used to treat depression have not achieved good results. It has been reported that metabolites produced by intestinal microbiota affect the development of depre...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336060/ https://www.ncbi.nlm.nih.gov/pubmed/37433869 http://dx.doi.org/10.1038/s41598-023-38444-8 |
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author | Teng, Fei Lu, Zhongwen Gao, Fei Liang, Jing Li, Jiawen Tian, Xuanhe Wang, Xianshuai Guan, Haowei Wang, Jin |
author_facet | Teng, Fei Lu, Zhongwen Gao, Fei Liang, Jing Li, Jiawen Tian, Xuanhe Wang, Xianshuai Guan, Haowei Wang, Jin |
author_sort | Teng, Fei |
collection | PubMed |
description | Depression is a common mental disease, with some patients exhibiting ideas and behaviors such as self-harm and suicide. The drugs currently used to treat depression have not achieved good results. It has been reported that metabolites produced by intestinal microbiota affect the development of depression. In this study, core targets and core compounds were screened by specific algorithms in the database, and three-dimensional structures of these compounds and proteins were simulated by molecular docking and molecular dynamics software to further study the influence of intestinal microbiota metabolites on the pathogenesis of depression. By analyzing the RMSD gyration radius and RMSF, it was finally determined that NR1H4 had the best binding effect with genistein. Finally, according to Lipinski's five rules, equol, genistein, quercetin and glycocholic acid were identified as effective drugs for the treatment of depression. In conclusion, the intestinal microbiota can affect the development of depression through the metabolites equol, genistein and quercetin, which act on the critical targets of DPP4, CYP3A4, EP300, MGAM and NR1H4. |
format | Online Article Text |
id | pubmed-10336060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103360602023-07-13 Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression Teng, Fei Lu, Zhongwen Gao, Fei Liang, Jing Li, Jiawen Tian, Xuanhe Wang, Xianshuai Guan, Haowei Wang, Jin Sci Rep Article Depression is a common mental disease, with some patients exhibiting ideas and behaviors such as self-harm and suicide. The drugs currently used to treat depression have not achieved good results. It has been reported that metabolites produced by intestinal microbiota affect the development of depression. In this study, core targets and core compounds were screened by specific algorithms in the database, and three-dimensional structures of these compounds and proteins were simulated by molecular docking and molecular dynamics software to further study the influence of intestinal microbiota metabolites on the pathogenesis of depression. By analyzing the RMSD gyration radius and RMSF, it was finally determined that NR1H4 had the best binding effect with genistein. Finally, according to Lipinski's five rules, equol, genistein, quercetin and glycocholic acid were identified as effective drugs for the treatment of depression. In conclusion, the intestinal microbiota can affect the development of depression through the metabolites equol, genistein and quercetin, which act on the critical targets of DPP4, CYP3A4, EP300, MGAM and NR1H4. Nature Publishing Group UK 2023-07-11 /pmc/articles/PMC10336060/ /pubmed/37433869 http://dx.doi.org/10.1038/s41598-023-38444-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Teng, Fei Lu, Zhongwen Gao, Fei Liang, Jing Li, Jiawen Tian, Xuanhe Wang, Xianshuai Guan, Haowei Wang, Jin Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
title | Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
title_full | Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
title_fullStr | Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
title_full_unstemmed | Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
title_short | Systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
title_sort | systems biology approaches to identify potential targets and inhibitors of the intestinal microbiota to treat depression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336060/ https://www.ncbi.nlm.nih.gov/pubmed/37433869 http://dx.doi.org/10.1038/s41598-023-38444-8 |
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