Cargando…
Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments
Objective: Aloe-emodin (AE) is an anthraquinone compound extracted from the rhizome of the natural plant rhubarb. Initially, it was shown that AE exerts an anti-inflammatory effect. Further studies revealed its antitumor activity against various types of cancer. However, the mechanisms underlying th...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600456/ https://www.ncbi.nlm.nih.gov/pubmed/37900162 http://dx.doi.org/10.3389/fphar.2023.1238841 |
_version_ | 1785125990171672576 |
---|---|
author | Zhu, Mingyang He, Qingmin Wang, Yanan Duan, Liying Rong, Kang Wu, Yingying Ding, Ye Mi, Yang Ge, Xiaoyang Yang, Xiaocui Yu, Yong |
author_facet | Zhu, Mingyang He, Qingmin Wang, Yanan Duan, Liying Rong, Kang Wu, Yingying Ding, Ye Mi, Yang Ge, Xiaoyang Yang, Xiaocui Yu, Yong |
author_sort | Zhu, Mingyang |
collection | PubMed |
description | Objective: Aloe-emodin (AE) is an anthraquinone compound extracted from the rhizome of the natural plant rhubarb. Initially, it was shown that AE exerts an anti-inflammatory effect. Further studies revealed its antitumor activity against various types of cancer. However, the mechanisms underlying these properties remain unclear. Based on network pharmacology and molecular docking, this study investigated the molecular mechanism of AE in the treatment of hepatocellular carcinoma (HCC), and evaluated its therapeutic effect through in vitro experiments. Methods: CTD, Pharmmapper, SuperPred and TargetNet were the databases to obtain potential drug-related targets. DisGenet, GeneCards, OMIM and TTD were used to identify potential disease-related targets. Intersection genes for drugs and diseases were obtained through the Venn diagram. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of intersecting genes were conducted by the website of Bioinformatics. Intersection genes were introduced into STRING to construct a protein-protein interaction network, while the Cytoscape3.9.1 software was used to visualize and analyze the core targets. AutoDock4.2.6 was utilized to achieve molecular docking between drug and core targets. In vitro experiments investigated the therapeutic effects and related mechanisms of AE. Results: 63 overlapped genes were obtained and GO analysis generated 3,646 entries by these 63 intersecting genes. KEGG analysis mainly involved apoptosis, proteoglycans in cancer, TNF signaling pathway, TP53 signaling pathway, PI3K-AKT signaling pathway, etc. AKT1, EGFR, ESR1, TP53, and SRC have been identified as core targets because the binding energies of them between aloe-emodin were less than -5 kcal/Mol.The mRNA and protein expression, prognosis, mutation status, and immune infiltration related to core targets were further revealed. The involvement of AKT1 and EGFR, as well as the key target of the PI3K-AKT signaling pathway, indicated the importance of this signaling pathway in the treatment of HCC using AE. The results of the Cell Counting Kit-8 assay and flow analysis demonstrated the therapeutic effect of AE. The downregulation of EGFR, PI3KR1, AKT1, and BCL2 in mRNA expression and PI3KR1, AKT,p-AKT in protein expression confirmed our hypothesis. Conclusion: Based on network pharmacology and molecular docking, our study initially showed that AE exerted a therapeutic effect on HCC by modulating multiple signaling pathways. Various analyses confirmed the antiproliferative activity and pro-apoptotic effect of AE on HCC through the PI3K-AKT signaling pathway. This study revealed the therapeutic mechanism of AE in the treatment of HCC through a novel approach, providing a theoretical basis for the clinical application of AE. |
format | Online Article Text |
id | pubmed-10600456 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106004562023-10-27 Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments Zhu, Mingyang He, Qingmin Wang, Yanan Duan, Liying Rong, Kang Wu, Yingying Ding, Ye Mi, Yang Ge, Xiaoyang Yang, Xiaocui Yu, Yong Front Pharmacol Pharmacology Objective: Aloe-emodin (AE) is an anthraquinone compound extracted from the rhizome of the natural plant rhubarb. Initially, it was shown that AE exerts an anti-inflammatory effect. Further studies revealed its antitumor activity against various types of cancer. However, the mechanisms underlying these properties remain unclear. Based on network pharmacology and molecular docking, this study investigated the molecular mechanism of AE in the treatment of hepatocellular carcinoma (HCC), and evaluated its therapeutic effect through in vitro experiments. Methods: CTD, Pharmmapper, SuperPred and TargetNet were the databases to obtain potential drug-related targets. DisGenet, GeneCards, OMIM and TTD were used to identify potential disease-related targets. Intersection genes for drugs and diseases were obtained through the Venn diagram. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of intersecting genes were conducted by the website of Bioinformatics. Intersection genes were introduced into STRING to construct a protein-protein interaction network, while the Cytoscape3.9.1 software was used to visualize and analyze the core targets. AutoDock4.2.6 was utilized to achieve molecular docking between drug and core targets. In vitro experiments investigated the therapeutic effects and related mechanisms of AE. Results: 63 overlapped genes were obtained and GO analysis generated 3,646 entries by these 63 intersecting genes. KEGG analysis mainly involved apoptosis, proteoglycans in cancer, TNF signaling pathway, TP53 signaling pathway, PI3K-AKT signaling pathway, etc. AKT1, EGFR, ESR1, TP53, and SRC have been identified as core targets because the binding energies of them between aloe-emodin were less than -5 kcal/Mol.The mRNA and protein expression, prognosis, mutation status, and immune infiltration related to core targets were further revealed. The involvement of AKT1 and EGFR, as well as the key target of the PI3K-AKT signaling pathway, indicated the importance of this signaling pathway in the treatment of HCC using AE. The results of the Cell Counting Kit-8 assay and flow analysis demonstrated the therapeutic effect of AE. The downregulation of EGFR, PI3KR1, AKT1, and BCL2 in mRNA expression and PI3KR1, AKT,p-AKT in protein expression confirmed our hypothesis. Conclusion: Based on network pharmacology and molecular docking, our study initially showed that AE exerted a therapeutic effect on HCC by modulating multiple signaling pathways. Various analyses confirmed the antiproliferative activity and pro-apoptotic effect of AE on HCC through the PI3K-AKT signaling pathway. This study revealed the therapeutic mechanism of AE in the treatment of HCC through a novel approach, providing a theoretical basis for the clinical application of AE. Frontiers Media S.A. 2023-10-12 /pmc/articles/PMC10600456/ /pubmed/37900162 http://dx.doi.org/10.3389/fphar.2023.1238841 Text en Copyright © 2023 Zhu, He, Wang, Duan, Rong, Wu, Ding, Mi, Ge, Yang and Yu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Zhu, Mingyang He, Qingmin Wang, Yanan Duan, Liying Rong, Kang Wu, Yingying Ding, Ye Mi, Yang Ge, Xiaoyang Yang, Xiaocui Yu, Yong Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
title | Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
title_full | Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
title_fullStr | Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
title_full_unstemmed | Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
title_short | Exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
title_sort | exploring the mechanism of aloe-emodin in the treatment of liver cancer through network pharmacology and cell experiments |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600456/ https://www.ncbi.nlm.nih.gov/pubmed/37900162 http://dx.doi.org/10.3389/fphar.2023.1238841 |
work_keys_str_mv | AT zhumingyang exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT heqingmin exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT wangyanan exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT duanliying exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT rongkang exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT wuyingying exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT dingye exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT miyang exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT gexiaoyang exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT yangxiaocui exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments AT yuyong exploringthemechanismofaloeemodininthetreatmentoflivercancerthroughnetworkpharmacologyandcellexperiments |