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The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation
MATERIALS AND METHODS: The active compounds in DO, their targets, and targets associated with hyperlipidemia were screened across various databases, and the hidden targets of DO in treating hyperlipidemia were forecast. The compound-target (C-T), protein-protein interaction (PPI), and compound-targe...
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/PMC9056230/ https://www.ncbi.nlm.nih.gov/pubmed/35502176 http://dx.doi.org/10.1155/2022/5821829 |
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author | Li, Lin-Zi Wang, Hui-Ying Huang, Jia-Hui Liu, Kun Feng, Xiao-Jie Wang, Xi-Ming Zhu, Li-Jie He, Xing-Lishang Zheng, Xiang Li, Hai-Long Dong, Ying-Jie Li, Bo Wu, Han-Song Jiang, Ning-Hua Lv, Gui-Yuan Chen, Su-Hong |
author_facet | Li, Lin-Zi Wang, Hui-Ying Huang, Jia-Hui Liu, Kun Feng, Xiao-Jie Wang, Xi-Ming Zhu, Li-Jie He, Xing-Lishang Zheng, Xiang Li, Hai-Long Dong, Ying-Jie Li, Bo Wu, Han-Song Jiang, Ning-Hua Lv, Gui-Yuan Chen, Su-Hong |
author_sort | Li, Lin-Zi |
collection | PubMed |
description | MATERIALS AND METHODS: The active compounds in DO, their targets, and targets associated with hyperlipidemia were screened across various databases, and the hidden targets of DO in treating hyperlipidemia were forecast. The compound-target (C-T), protein-protein interaction (PPI), and compound-target-pathway (C-T-P) networks of DO were set up with Cytoscape software. The hub genes and core clusters of DO predicted to be active against hyperlipidemia were calculated by Cytoscape. The DAVID database was adopted for Gene Ontology (GO) analysis and KEGG pathway enrichment analysis. Next, we used the high-sucrose-fat diet and alcohol (HFDA)-induced hyperlipidemia rats to evaluate the hypolipidemic effect of DO. RESULTS: In this study, we obtained 264 compounds from DO, revealed 11 bioactive compounds, and predicted 89 potential targets of DO. The network analysis uncovered that naringenin, isorhamnetin, and taxifolin might be the compounds in DO that are mainly in charge of its roles in hyperlipidemia and might play a role by modulating the targets (including PPARG, ADIPOQ, AKT1, TNF, and APOB). The pathway analysis showed that DO might affect diverse signaling pathways related to the pathogenesis of hyperlipidemia, including PPAR signaling pathway, insulin resistance, AMPK signaling pathway, and non-alcoholic fatty liver disease simultaneously. Meanwhile, in the HFDA-induced hyperlipidemia rat model, DO could significantly decrease the level of TC, TG, LDL-c, and ALT in serum, and increase HDL-c as well. The liver pathological section indicated that DO could ease liver damage and lipid cumulation. CONCLUSION: In summary, the biological targets of the main bioactive compounds in DO were found to distribute across multiple metabolic pathways. These findings suggest that a mutual regulatory system consisting of multiple components, targets, and pathways is a likely mechanism through which DO may improve hyperlipidemia. Validation experiments indicated that DO may treat hyperlipidemia by affecting NAFLD-related signaling pathways. |
format | Online Article Text |
id | pubmed-9056230 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90562302022-05-01 The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation Li, Lin-Zi Wang, Hui-Ying Huang, Jia-Hui Liu, Kun Feng, Xiao-Jie Wang, Xi-Ming Zhu, Li-Jie He, Xing-Lishang Zheng, Xiang Li, Hai-Long Dong, Ying-Jie Li, Bo Wu, Han-Song Jiang, Ning-Hua Lv, Gui-Yuan Chen, Su-Hong Evid Based Complement Alternat Med Research Article MATERIALS AND METHODS: The active compounds in DO, their targets, and targets associated with hyperlipidemia were screened across various databases, and the hidden targets of DO in treating hyperlipidemia were forecast. The compound-target (C-T), protein-protein interaction (PPI), and compound-target-pathway (C-T-P) networks of DO were set up with Cytoscape software. The hub genes and core clusters of DO predicted to be active against hyperlipidemia were calculated by Cytoscape. The DAVID database was adopted for Gene Ontology (GO) analysis and KEGG pathway enrichment analysis. Next, we used the high-sucrose-fat diet and alcohol (HFDA)-induced hyperlipidemia rats to evaluate the hypolipidemic effect of DO. RESULTS: In this study, we obtained 264 compounds from DO, revealed 11 bioactive compounds, and predicted 89 potential targets of DO. The network analysis uncovered that naringenin, isorhamnetin, and taxifolin might be the compounds in DO that are mainly in charge of its roles in hyperlipidemia and might play a role by modulating the targets (including PPARG, ADIPOQ, AKT1, TNF, and APOB). The pathway analysis showed that DO might affect diverse signaling pathways related to the pathogenesis of hyperlipidemia, including PPAR signaling pathway, insulin resistance, AMPK signaling pathway, and non-alcoholic fatty liver disease simultaneously. Meanwhile, in the HFDA-induced hyperlipidemia rat model, DO could significantly decrease the level of TC, TG, LDL-c, and ALT in serum, and increase HDL-c as well. The liver pathological section indicated that DO could ease liver damage and lipid cumulation. CONCLUSION: In summary, the biological targets of the main bioactive compounds in DO were found to distribute across multiple metabolic pathways. These findings suggest that a mutual regulatory system consisting of multiple components, targets, and pathways is a likely mechanism through which DO may improve hyperlipidemia. Validation experiments indicated that DO may treat hyperlipidemia by affecting NAFLD-related signaling pathways. Hindawi 2022-04-13 /pmc/articles/PMC9056230/ /pubmed/35502176 http://dx.doi.org/10.1155/2022/5821829 Text en Copyright © 2022 Lin-Zi Li 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 Li, Lin-Zi Wang, Hui-Ying Huang, Jia-Hui Liu, Kun Feng, Xiao-Jie Wang, Xi-Ming Zhu, Li-Jie He, Xing-Lishang Zheng, Xiang Li, Hai-Long Dong, Ying-Jie Li, Bo Wu, Han-Song Jiang, Ning-Hua Lv, Gui-Yuan Chen, Su-Hong The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation |
title | The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation |
title_full | The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation |
title_fullStr | The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation |
title_full_unstemmed | The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation |
title_short | The Mechanism of Dendrobium officinale as a Treatment for Hyperlipidemia Based on Network Pharmacology and Experimental Validation |
title_sort | mechanism of dendrobium officinale as a treatment for hyperlipidemia based on network pharmacology and experimental validation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9056230/ https://www.ncbi.nlm.nih.gov/pubmed/35502176 http://dx.doi.org/10.1155/2022/5821829 |
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