Cargando…
A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology
Purpose: Diabetic retinopathy (DR) is a serious complication of diabetes mellitus, which nearly happens to all the diabetic sufferers. This study aims to identify the preliminary molecular regulation involved in the therapeutic efficacy of astragaloside IV (AS- IV) for DR. Methods: Diabetic rat mode...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9257082/ https://www.ncbi.nlm.nih.gov/pubmed/35814228 http://dx.doi.org/10.3389/fphar.2022.903485 |
_version_ | 1784741260361203712 |
---|---|
author | Zhao, Zhi-Hao Xu, Min Fu, Cong Huang, Ying Wang, Ting-Hua Zuo, Zhong-Fu Liu, Xue-Zheng |
author_facet | Zhao, Zhi-Hao Xu, Min Fu, Cong Huang, Ying Wang, Ting-Hua Zuo, Zhong-Fu Liu, Xue-Zheng |
author_sort | Zhao, Zhi-Hao |
collection | PubMed |
description | Purpose: Diabetic retinopathy (DR) is a serious complication of diabetes mellitus, which nearly happens to all the diabetic sufferers. This study aims to identify the preliminary molecular regulation involved in the therapeutic efficacy of astragaloside IV (AS- IV) for DR. Methods: Diabetic rat models were established and treated with AS-IV. Optical coherence tomography (OCT) and Hematoxylin-eosin (HE) staining was employed to demonstrate the histopathological changes. The main targets of AS-IV were identified by searching from public databases of traditional Chinese medicine (GeneCards, PharmMapper and Swiss Target Prediction). Besides, disease targets of DR were also obtained by integrated data from GEO datasets and predicted from public databases. Protein-protein interaction (PPI) network was constructed by Cytoscape with overlapping genes and 10 core targets were selected, on which Gene Ontology (GO) along with Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were conducted. The interaction between AS-IV and these crucial genes were analyzed using molecular docking. RT-qPCR and western blot were used to verify the expression variation of core targets. Results: OCT imaging and HE staining demonstrated that AS-IV administration significantly increased retinal thickness in diabetic rats, obviously alleviating DR induced histopathological changes as well as elevated blood glucose levels. 107 common targets of AS-IV and DR were determined after intersection. PPI network analysis filtered 10 hub genes potentially targeted by AS-IV, including VEGFA, CASP3, HIF1α, STAT3, CTNNB1, SRC, AKT1, EGFR, IL1β and IL6. Enrichment analysis indicated that these genes were mainly enriched in biological processes like T cell activation, epithelial cell proliferation and protein kinase B signaling, and involved in oxidative stress, apoptosis and inflammation-related pathways. The molecular docking prediction suggested that AS-IV exhibited stable binding to these core targets. In addition, mRNA levels of core targets in diabetic rats were differentially expressed before and after AS-IV treatment. Western blot further revealed that AS-IV treatment elevated DR-depressed protein levels of PI3K and AKT. Conclusion: Our study elucidated the effect of AS-IV in attenuating retinopathy induced by diabetes in rats and preliminarily unveiled the therapeutic efficacy of AS-IV in the treatment of DR might be attributed to activation of PI3K-AKT signaling pathway. |
format | Online Article Text |
id | pubmed-9257082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92570822022-07-07 A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology Zhao, Zhi-Hao Xu, Min Fu, Cong Huang, Ying Wang, Ting-Hua Zuo, Zhong-Fu Liu, Xue-Zheng Front Pharmacol Pharmacology Purpose: Diabetic retinopathy (DR) is a serious complication of diabetes mellitus, which nearly happens to all the diabetic sufferers. This study aims to identify the preliminary molecular regulation involved in the therapeutic efficacy of astragaloside IV (AS- IV) for DR. Methods: Diabetic rat models were established and treated with AS-IV. Optical coherence tomography (OCT) and Hematoxylin-eosin (HE) staining was employed to demonstrate the histopathological changes. The main targets of AS-IV were identified by searching from public databases of traditional Chinese medicine (GeneCards, PharmMapper and Swiss Target Prediction). Besides, disease targets of DR were also obtained by integrated data from GEO datasets and predicted from public databases. Protein-protein interaction (PPI) network was constructed by Cytoscape with overlapping genes and 10 core targets were selected, on which Gene Ontology (GO) along with Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were conducted. The interaction between AS-IV and these crucial genes were analyzed using molecular docking. RT-qPCR and western blot were used to verify the expression variation of core targets. Results: OCT imaging and HE staining demonstrated that AS-IV administration significantly increased retinal thickness in diabetic rats, obviously alleviating DR induced histopathological changes as well as elevated blood glucose levels. 107 common targets of AS-IV and DR were determined after intersection. PPI network analysis filtered 10 hub genes potentially targeted by AS-IV, including VEGFA, CASP3, HIF1α, STAT3, CTNNB1, SRC, AKT1, EGFR, IL1β and IL6. Enrichment analysis indicated that these genes were mainly enriched in biological processes like T cell activation, epithelial cell proliferation and protein kinase B signaling, and involved in oxidative stress, apoptosis and inflammation-related pathways. The molecular docking prediction suggested that AS-IV exhibited stable binding to these core targets. In addition, mRNA levels of core targets in diabetic rats were differentially expressed before and after AS-IV treatment. Western blot further revealed that AS-IV treatment elevated DR-depressed protein levels of PI3K and AKT. Conclusion: Our study elucidated the effect of AS-IV in attenuating retinopathy induced by diabetes in rats and preliminarily unveiled the therapeutic efficacy of AS-IV in the treatment of DR might be attributed to activation of PI3K-AKT signaling pathway. Frontiers Media S.A. 2022-06-22 /pmc/articles/PMC9257082/ /pubmed/35814228 http://dx.doi.org/10.3389/fphar.2022.903485 Text en Copyright © 2022 Zhao, Xu, Fu, Huang, Wang, Zuo and Liu. 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 Zhao, Zhi-Hao Xu, Min Fu, Cong Huang, Ying Wang, Ting-Hua Zuo, Zhong-Fu Liu, Xue-Zheng A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology |
title | A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology |
title_full | A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology |
title_fullStr | A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology |
title_full_unstemmed | A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology |
title_short | A Mechanistic Exploratory Study on the Therapeutic Efficacy of Astragaloside IV Against Diabetic Retinopathy Revealed by Network Pharmacology |
title_sort | mechanistic exploratory study on the therapeutic efficacy of astragaloside iv against diabetic retinopathy revealed by network pharmacology |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9257082/ https://www.ncbi.nlm.nih.gov/pubmed/35814228 http://dx.doi.org/10.3389/fphar.2022.903485 |
work_keys_str_mv | AT zhaozhihao amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT xumin amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT fucong amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT huangying amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT wangtinghua amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT zuozhongfu amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT liuxuezheng amechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT zhaozhihao mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT xumin mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT fucong mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT huangying mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT wangtinghua mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT zuozhongfu mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology AT liuxuezheng mechanisticexploratorystudyonthetherapeuticefficacyofastragalosideivagainstdiabeticretinopathyrevealedbynetworkpharmacology |