Cargando…
Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation
Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic disease with an unclear etiology and no effective treatment. This study aims to elucidate the pathogenic mechanism networks involving multiple targets and pathways in IPF. Extracts and metabolites of Astragalus membranaceus (AM)...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477296/ https://www.ncbi.nlm.nih.gov/pubmed/37666859 http://dx.doi.org/10.1038/s41598-023-36944-1 |
_version_ | 1785101122368700416 |
---|---|
author | Jiang, Huanyu Zhou, Rui An, Liping Guo, Junfeng Hou, Xinhui Tang, Jiao Wang, Fei Du, Quanyu |
author_facet | Jiang, Huanyu Zhou, Rui An, Liping Guo, Junfeng Hou, Xinhui Tang, Jiao Wang, Fei Du, Quanyu |
author_sort | Jiang, Huanyu |
collection | PubMed |
description | Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic disease with an unclear etiology and no effective treatment. This study aims to elucidate the pathogenic mechanism networks involving multiple targets and pathways in IPF. Extracts and metabolites of Astragalus membranaceus (AM) and Radix paeoniae rubra (RPR), two well-known traditional Chinese medicines, have demonstrated therapeutic effects on IPF. However, the underlying mechanisms of AM and RPR remain unclear. Utilizing network pharmacology analysis, differentially expressed genes (DEGs) associated with IPF were obtained from the GEO database. Targets of AM and RPR were identified using the TCM Systems Pharmacology Database and Analysis Platform and SwissTargetPrediction. A protein–protein interaction (PPI) network was subsequently constructed and analyzed using the STRING database and Cytoscape software. Gene ontology enrichment analysis and kyoto encyclopedia of genes and genomes analysis were conducted using Metascape. Additionally, a component-target-pathway network and a Sankey diagram were employed to identify the main active components, and molecular docking was performed between these components and proteins encoded by key targets. Finally, in vivo studies were conducted based on network pharmacology. A total of 117 common targets between DEGs of IPF and drug targets were identified and included in the PPI network, in which AKT1, MAPK3, HSP90AA1, VEGFA, CASP3, JUN, HIF1A, CCND1, PTGS2, and MDM2 were predicted as key targets. These 117 targets were enriched in the PI3K-AKT pathway, HIF-1 signaling pathway, apoptosis, and microRNAs in cancer. Astragaloside III, (R)-Isomucronulatol, Astragaloside I, Paeoniflorin, and β-sitosterol were selected as the main active components. Docking scores ranged from − 4.7 to − 10.7 kcal/mol, indicating a strong binding affinity between the main active compounds and key targets. In vivo studies have indeed shown that AM and RPR can alleviate the pathological lung fibrotic damage caused by bleomycin treatment. The treatment with AM and RPR resulted in a reduction of mRNA levels for key targets AKT1, HSP90AA1, CASP3, MAPK3, and VEGFA. Additionally, the protein expression levels of AKT1, HSP90AA1, and VEGFA were also reduced. These results support the therapeutic potential of AM and RPR in ameliorating pulmonary fibrosis and provide insight into the molecular mechanisms involved in their therapeutic effects. |
format | Online Article Text |
id | pubmed-10477296 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104772962023-09-06 Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation Jiang, Huanyu Zhou, Rui An, Liping Guo, Junfeng Hou, Xinhui Tang, Jiao Wang, Fei Du, Quanyu Sci Rep Article Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic disease with an unclear etiology and no effective treatment. This study aims to elucidate the pathogenic mechanism networks involving multiple targets and pathways in IPF. Extracts and metabolites of Astragalus membranaceus (AM) and Radix paeoniae rubra (RPR), two well-known traditional Chinese medicines, have demonstrated therapeutic effects on IPF. However, the underlying mechanisms of AM and RPR remain unclear. Utilizing network pharmacology analysis, differentially expressed genes (DEGs) associated with IPF were obtained from the GEO database. Targets of AM and RPR were identified using the TCM Systems Pharmacology Database and Analysis Platform and SwissTargetPrediction. A protein–protein interaction (PPI) network was subsequently constructed and analyzed using the STRING database and Cytoscape software. Gene ontology enrichment analysis and kyoto encyclopedia of genes and genomes analysis were conducted using Metascape. Additionally, a component-target-pathway network and a Sankey diagram were employed to identify the main active components, and molecular docking was performed between these components and proteins encoded by key targets. Finally, in vivo studies were conducted based on network pharmacology. A total of 117 common targets between DEGs of IPF and drug targets were identified and included in the PPI network, in which AKT1, MAPK3, HSP90AA1, VEGFA, CASP3, JUN, HIF1A, CCND1, PTGS2, and MDM2 were predicted as key targets. These 117 targets were enriched in the PI3K-AKT pathway, HIF-1 signaling pathway, apoptosis, and microRNAs in cancer. Astragaloside III, (R)-Isomucronulatol, Astragaloside I, Paeoniflorin, and β-sitosterol were selected as the main active components. Docking scores ranged from − 4.7 to − 10.7 kcal/mol, indicating a strong binding affinity between the main active compounds and key targets. In vivo studies have indeed shown that AM and RPR can alleviate the pathological lung fibrotic damage caused by bleomycin treatment. The treatment with AM and RPR resulted in a reduction of mRNA levels for key targets AKT1, HSP90AA1, CASP3, MAPK3, and VEGFA. Additionally, the protein expression levels of AKT1, HSP90AA1, and VEGFA were also reduced. These results support the therapeutic potential of AM and RPR in ameliorating pulmonary fibrosis and provide insight into the molecular mechanisms involved in their therapeutic effects. Nature Publishing Group UK 2023-09-04 /pmc/articles/PMC10477296/ /pubmed/37666859 http://dx.doi.org/10.1038/s41598-023-36944-1 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 Jiang, Huanyu Zhou, Rui An, Liping Guo, Junfeng Hou, Xinhui Tang, Jiao Wang, Fei Du, Quanyu Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
title | Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
title_full | Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
title_fullStr | Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
title_full_unstemmed | Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
title_short | Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
title_sort | exploring the role and mechanism of astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477296/ https://www.ncbi.nlm.nih.gov/pubmed/37666859 http://dx.doi.org/10.1038/s41598-023-36944-1 |
work_keys_str_mv | AT jianghuanyu exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT zhourui exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT anliping exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT guojunfeng exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT houxinhui exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT tangjiao exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT wangfei exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation AT duquanyu exploringtheroleandmechanismofastragalusmembranaceusandradixpaeoniaerubrainidiopathicpulmonaryfibrosisthroughnetworkpharmacologyandexperimentalvalidation |