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Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification

BACKGROUND: Obesity is an independently risk factor of atrial fibrillation (AF). It is likely that the global burden of AF will escalate due to the current obesity epidemic. Weight loss can effectively reduce the risk of AF, while sodium-glucose co-transporter 2 inhibitors (SGLT2i) can reduce body w...

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Autores principales: Zhao, Qianqian, Wang, Peng, Zhao, Maoxiang, Hong, Jing, Zhang, Nan, Lin, Kun, Li, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170287/
https://www.ncbi.nlm.nih.gov/pubmed/37181345
http://dx.doi.org/10.21037/atm-23-1321
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author Zhao, Qianqian
Wang, Peng
Zhao, Maoxiang
Hong, Jing
Zhang, Nan
Lin, Kun
Li, Yang
author_facet Zhao, Qianqian
Wang, Peng
Zhao, Maoxiang
Hong, Jing
Zhang, Nan
Lin, Kun
Li, Yang
author_sort Zhao, Qianqian
collection PubMed
description BACKGROUND: Obesity is an independently risk factor of atrial fibrillation (AF). It is likely that the global burden of AF will escalate due to the current obesity epidemic. Weight loss can effectively reduce the risk of AF, while sodium-glucose co-transporter 2 inhibitors (SGLT2i) can reduce body weight, so SGLT2i are potentially effective for obesity-related AF. SGLT2i are a novel type of oral medication. This current study used network pharmacology to examine the potential mechanisms of SGLT2i in the treatment of obesity-related AF, and the therapeutic effects were assessed in vivo. METHODS: Potential gene targets for SGLT2i in treating obesity-related AF were identified from public database. Cytoscape V3.7.1 was used to construct the “Drug-Target” and “Drug-Target-Disease” networks. The STRING database was applied to investigate the protein-protein interactions (PPIs). Additionally, the Bioconductor tools were used to analyze the Gene Ontology (GO) biological functions and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway. The efficacy of SGLT2i in treating obesity-related AF was investigated in vivo using a diet-induced obese C57BL/6J male mouse model. A number of indicators were assessed, including invasive electrophysiology, testing of blood samples, and expression detection of pathway targets. These experiments were used to verify the targets mined by network pharmacology. RESULTS: The results indicated that SGLT2i had 80 potential target genes during the treatment of obesity-related AF, and 10 hub genes were obtained by further screening. It was predicted that the treatment of obesity-related AF by SGLT2i involved the advanced glycation end product (AGE)-receptor for advanced glycation end product (RAGE) signaling pathway and other signaling pathways. In in vivo experiments, administration of SGLT2i (the SGLT2i + DIO group) resulted in a lower AF induction rate (P<0.05), decreased serum AGEs/soluble RAGE (sRAGE) ratio (P<0.01), and decreased expression of NADPH oxidase 2 (NOX2) (P<0.05) compared to untreated DIO mice (the DIO group). CONCLUSIONS: In this study, pharmacological network analysis and in vivo experiments demonstrated that SGLT2i acts on obesity-related AF by inhibiting the AGE-RAGE signaling pathway. These results offer fresh perspectives on the pharmacological actions of SGLT2i in treating obesity-related AF.
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spelling pubmed-101702872023-05-11 Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification Zhao, Qianqian Wang, Peng Zhao, Maoxiang Hong, Jing Zhang, Nan Lin, Kun Li, Yang Ann Transl Med Original Article BACKGROUND: Obesity is an independently risk factor of atrial fibrillation (AF). It is likely that the global burden of AF will escalate due to the current obesity epidemic. Weight loss can effectively reduce the risk of AF, while sodium-glucose co-transporter 2 inhibitors (SGLT2i) can reduce body weight, so SGLT2i are potentially effective for obesity-related AF. SGLT2i are a novel type of oral medication. This current study used network pharmacology to examine the potential mechanisms of SGLT2i in the treatment of obesity-related AF, and the therapeutic effects were assessed in vivo. METHODS: Potential gene targets for SGLT2i in treating obesity-related AF were identified from public database. Cytoscape V3.7.1 was used to construct the “Drug-Target” and “Drug-Target-Disease” networks. The STRING database was applied to investigate the protein-protein interactions (PPIs). Additionally, the Bioconductor tools were used to analyze the Gene Ontology (GO) biological functions and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway. The efficacy of SGLT2i in treating obesity-related AF was investigated in vivo using a diet-induced obese C57BL/6J male mouse model. A number of indicators were assessed, including invasive electrophysiology, testing of blood samples, and expression detection of pathway targets. These experiments were used to verify the targets mined by network pharmacology. RESULTS: The results indicated that SGLT2i had 80 potential target genes during the treatment of obesity-related AF, and 10 hub genes were obtained by further screening. It was predicted that the treatment of obesity-related AF by SGLT2i involved the advanced glycation end product (AGE)-receptor for advanced glycation end product (RAGE) signaling pathway and other signaling pathways. In in vivo experiments, administration of SGLT2i (the SGLT2i + DIO group) resulted in a lower AF induction rate (P<0.05), decreased serum AGEs/soluble RAGE (sRAGE) ratio (P<0.01), and decreased expression of NADPH oxidase 2 (NOX2) (P<0.05) compared to untreated DIO mice (the DIO group). CONCLUSIONS: In this study, pharmacological network analysis and in vivo experiments demonstrated that SGLT2i acts on obesity-related AF by inhibiting the AGE-RAGE signaling pathway. These results offer fresh perspectives on the pharmacological actions of SGLT2i in treating obesity-related AF. AME Publishing Company 2023-04-30 2023-04-28 /pmc/articles/PMC10170287/ /pubmed/37181345 http://dx.doi.org/10.21037/atm-23-1321 Text en 2023 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Zhao, Qianqian
Wang, Peng
Zhao, Maoxiang
Hong, Jing
Zhang, Nan
Lin, Kun
Li, Yang
Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
title Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
title_full Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
title_fullStr Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
title_full_unstemmed Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
title_short Study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
title_sort study on the pharmacological mechanisms of sodium-glucose co-transporter 2 inhibitors in obesity-related atrial fibrillation based on network pharmacology and experimental verification
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170287/
https://www.ncbi.nlm.nih.gov/pubmed/37181345
http://dx.doi.org/10.21037/atm-23-1321
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