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Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy

BACKGROUND: Studies have demonstrated that high iron status is positively associated with gestational diabetes mellitus (GDM), implying that iron overload and ferroptosis play important roles in the development of GDM. The aim of this study was to explore effective therapeutic drugs from traditional...

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Autores principales: Zhao, Yan, Gao, Qianqian, Li, Baoxuan, Wang, Yang, Wang, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471987/
https://www.ncbi.nlm.nih.gov/pubmed/37664858
http://dx.doi.org/10.3389/fendo.2023.1177547
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author Zhao, Yan
Gao, Qianqian
Li, Baoxuan
Wang, Yang
Wang, Yue
author_facet Zhao, Yan
Gao, Qianqian
Li, Baoxuan
Wang, Yang
Wang, Yue
author_sort Zhao, Yan
collection PubMed
description BACKGROUND: Studies have demonstrated that high iron status is positively associated with gestational diabetes mellitus (GDM), implying that iron overload and ferroptosis play important roles in the development of GDM. The aim of this study was to explore effective therapeutic drugs from traditional Chinese medicine (TCM)formulas for the treatment of GDM based on ferroptosis. METHODS: In this study, the presence of ferroptosis in the placenta was verified through clinical and experimental data, and key genes were subsequently screened for association with ferroptosis in the development of GDM. The analysis was based on transcriptome sequencing of datasets combined with differentially expressed genes (DEGs) analysis and weighted gene correlation network analysis (WGCNA); functional enrichment analysis was also performed. A protein−protein interaction (PPI) network was constructed and pivotal genes were identified using Cytoscape. Finally, traditional Chinese medicine (TCM)formulas related to treating GDM were collected, then the proteins corresponding to the key genes were molecularly docked with the small molecular structures of clinically proven effective herbal tonics, and molecular dynamic simulations were performed to select the best candidates for pharmacological compounds. RESULTS: Elevated ferritin levels in patients with GDM were verified using clinical data. The presence of ferroptosis in placental tissues of patients with GDM was confirmed using electron microscopy and western blotting. Ninety-nine key genes with the highest correlation with ferroptosis were identified from DEGs and weighted gene co-expression network analysis (WGCNA). Analysis using the Kyoto Encyclopedia of Genes and Genomes demonstrated that the DEGs were primarily involved in the oxidative phosphorylation pathway. The key genes were further screened by PPI; two key genes, SF3B14 and BABAM1, were identified by combining the gene corresponding to protein structure and function, followed by molecular docking and molecular dynamic simulation. Coptis chinensis was proposed as the best candidate for herbal treatment at the molecular level. CONCLUSION: This data revealed the presence of ferroptosis in patients with GDM and identified possible modulatory roles of ferroptosis-related genes involved in the molecular mechanisms of GDM, providing new insights into the pathogenesis of GDM, which also provided new directions for the systematic optimization of TCM formulas for the management and targeted treatment of GDM.
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spelling pubmed-104719872023-09-02 Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy Zhao, Yan Gao, Qianqian Li, Baoxuan Wang, Yang Wang, Yue Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Studies have demonstrated that high iron status is positively associated with gestational diabetes mellitus (GDM), implying that iron overload and ferroptosis play important roles in the development of GDM. The aim of this study was to explore effective therapeutic drugs from traditional Chinese medicine (TCM)formulas for the treatment of GDM based on ferroptosis. METHODS: In this study, the presence of ferroptosis in the placenta was verified through clinical and experimental data, and key genes were subsequently screened for association with ferroptosis in the development of GDM. The analysis was based on transcriptome sequencing of datasets combined with differentially expressed genes (DEGs) analysis and weighted gene correlation network analysis (WGCNA); functional enrichment analysis was also performed. A protein−protein interaction (PPI) network was constructed and pivotal genes were identified using Cytoscape. Finally, traditional Chinese medicine (TCM)formulas related to treating GDM were collected, then the proteins corresponding to the key genes were molecularly docked with the small molecular structures of clinically proven effective herbal tonics, and molecular dynamic simulations were performed to select the best candidates for pharmacological compounds. RESULTS: Elevated ferritin levels in patients with GDM were verified using clinical data. The presence of ferroptosis in placental tissues of patients with GDM was confirmed using electron microscopy and western blotting. Ninety-nine key genes with the highest correlation with ferroptosis were identified from DEGs and weighted gene co-expression network analysis (WGCNA). Analysis using the Kyoto Encyclopedia of Genes and Genomes demonstrated that the DEGs were primarily involved in the oxidative phosphorylation pathway. The key genes were further screened by PPI; two key genes, SF3B14 and BABAM1, were identified by combining the gene corresponding to protein structure and function, followed by molecular docking and molecular dynamic simulation. Coptis chinensis was proposed as the best candidate for herbal treatment at the molecular level. CONCLUSION: This data revealed the presence of ferroptosis in patients with GDM and identified possible modulatory roles of ferroptosis-related genes involved in the molecular mechanisms of GDM, providing new insights into the pathogenesis of GDM, which also provided new directions for the systematic optimization of TCM formulas for the management and targeted treatment of GDM. Frontiers Media S.A. 2023-08-18 /pmc/articles/PMC10471987/ /pubmed/37664858 http://dx.doi.org/10.3389/fendo.2023.1177547 Text en Copyright © 2023 Zhao, Gao, Li, Wang and Wang 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 Endocrinology
Zhao, Yan
Gao, Qianqian
Li, Baoxuan
Wang, Yang
Wang, Yue
Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
title Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
title_full Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
title_fullStr Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
title_full_unstemmed Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
title_short Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
title_sort ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471987/
https://www.ncbi.nlm.nih.gov/pubmed/37664858
http://dx.doi.org/10.3389/fendo.2023.1177547
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