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Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy

OBJECTIVE: The mechanism of peach kernel-safflower in treating diabetic nephropathy (DN) was investigated using network pharmacology. METHODS: Network pharmacology methodology was applied to screen the effective compounds of peach kernel-safflower in the SymMap and TCMSP databases. Potential targets...

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Autores principales: Han, Jingxue, Wang, Xinwei, Hou, Jingyi, Liu, Yu, Liu, Peng, Zhao, Tingting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870307/
https://www.ncbi.nlm.nih.gov/pubmed/33604381
http://dx.doi.org/10.1155/2021/6642584
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author Han, Jingxue
Wang, Xinwei
Hou, Jingyi
Liu, Yu
Liu, Peng
Zhao, Tingting
author_facet Han, Jingxue
Wang, Xinwei
Hou, Jingyi
Liu, Yu
Liu, Peng
Zhao, Tingting
author_sort Han, Jingxue
collection PubMed
description OBJECTIVE: The mechanism of peach kernel-safflower in treating diabetic nephropathy (DN) was investigated using network pharmacology. METHODS: Network pharmacology methodology was applied to screen the effective compounds of peach kernel-safflower in the SymMap and TCMSP databases. Potential targets were then screened in the ETCM, SEA, and SymMap databases to construct a compound-target network. This was followed by screening of DN targets in OMIM, Gene, and GeneCards databases. The common targets of drugs and diseases were selected for analysis in the STRING database, and the results were imported into Cytoscape 3.8.0 to construct a protein-protein interaction network. Next, GO and KEGG enrichment analyses were performed. Finally, Schrödinger molecular docking verified the reliability of the results. RESULTS: A total of 23 effective compounds and 794 potential targets resulted from our screening process. Quercetin and luteolin were identified as the main effective ingredients in peach kernel-safflower. Furthermore, five key targets (VEGFA, IL6, TNF, AKT1, and TP53), AGE-RAGE, fluid shear stress and atherosclerosis, IL-17, and HIF-1 signaling pathways may be involved in the treatment of DN using peach kernel-safflower. CONCLUSIONS: This study embodies the complex network relationship of multicomponents, multitargets, and multipathways of peach kernel-safflower to treat DN and provides a basis for further research on its mechanism.
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spelling pubmed-78703072021-02-17 Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy Han, Jingxue Wang, Xinwei Hou, Jingyi Liu, Yu Liu, Peng Zhao, Tingting Biomed Res Int Research Article OBJECTIVE: The mechanism of peach kernel-safflower in treating diabetic nephropathy (DN) was investigated using network pharmacology. METHODS: Network pharmacology methodology was applied to screen the effective compounds of peach kernel-safflower in the SymMap and TCMSP databases. Potential targets were then screened in the ETCM, SEA, and SymMap databases to construct a compound-target network. This was followed by screening of DN targets in OMIM, Gene, and GeneCards databases. The common targets of drugs and diseases were selected for analysis in the STRING database, and the results were imported into Cytoscape 3.8.0 to construct a protein-protein interaction network. Next, GO and KEGG enrichment analyses were performed. Finally, Schrödinger molecular docking verified the reliability of the results. RESULTS: A total of 23 effective compounds and 794 potential targets resulted from our screening process. Quercetin and luteolin were identified as the main effective ingredients in peach kernel-safflower. Furthermore, five key targets (VEGFA, IL6, TNF, AKT1, and TP53), AGE-RAGE, fluid shear stress and atherosclerosis, IL-17, and HIF-1 signaling pathways may be involved in the treatment of DN using peach kernel-safflower. CONCLUSIONS: This study embodies the complex network relationship of multicomponents, multitargets, and multipathways of peach kernel-safflower to treat DN and provides a basis for further research on its mechanism. Hindawi 2021-02-01 /pmc/articles/PMC7870307/ /pubmed/33604381 http://dx.doi.org/10.1155/2021/6642584 Text en Copyright © 2021 Jingxue Han 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
Han, Jingxue
Wang, Xinwei
Hou, Jingyi
Liu, Yu
Liu, Peng
Zhao, Tingting
Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy
title Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy
title_full Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy
title_fullStr Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy
title_full_unstemmed Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy
title_short Using Network Pharmacology to Explore the Mechanism of Peach Kernel-Safflower in the Treatment of Diabetic Nephropathy
title_sort using network pharmacology to explore the mechanism of peach kernel-safflower in the treatment of diabetic nephropathy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870307/
https://www.ncbi.nlm.nih.gov/pubmed/33604381
http://dx.doi.org/10.1155/2021/6642584
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