Qi Li, Guiyuan He, Rujie Zheng, Chunlei Liu, Che Wang, Zhihao Liu, Zhuqing Li, Chengzhi Lu
{"title":"马林酸抗心肌缺血再灌注损伤的生物靶点和网络机制:生物信息学和实验的综合方法。","authors":"Qi Li, Guiyuan He, Rujie Zheng, Chunlei Liu, Che Wang, Zhihao Liu, Zhuqing Li, Chengzhi Lu","doi":"10.2174/0113862073354768241217162514","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Maslinic acid (MA), a pentacyclic triterpenoid compound derived from leaves and fruits of Olea europaea, bears multi-pharmacological properties. Our previous studies found that MA exerted a cardioprotective effect by modulating oxidative stress, inflammation, and apoptosis during myocardial ischemia-reperfusion injury (MIRI). Nevertheless, data regarding the anti-ferroptosis effects of MA on MI/RI remains unidentified.</p><p><strong>Aim of the study: </strong>This study aimed to explore the effects of MA on ferroptosis induced by MI/RI, with a focus on elucidating the underlying mechanisms through an integrated approach of network pharmacology and experimental validation.</p><p><strong>Materials and methods: </strong>Several public databases and a protein-protein interaction (PPI) network were used to identify the core targets shared by MI/RI, ferroptosis, and MA. The molecular function, cell component, biological process, and potential signaling pathways of core genes were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Subsequently, molecular docking and in vitro experiments were carried out to further validate network pharmacology results.</p><p><strong>Results: </strong>A total of 21 unique intersection genes were obtained as potential targets of MA in treating MI/RI-induced ferroptosis. The 10 hub genes with the highest interaction scores were identified from PPI analysis. GO and KEGG enrichment showed the contribution of the core genes to pharmacological actions and mechanisms in MA treatment of MI/RI, especially the ferroptosis-related signaling pathways. Additionally, MA docked well with ranked core targets, including MAPK, MTOR, STAT3, PTGS2, and MDM2. Subsequently, in vitro experiments revealed that MA notably alleviated oxidative damage, reduced ferrous iron overload and ferroptosis, and regulated the expression of ferroptosis-related genes (GPX4, PTGS2, and ACSL4) in erastin-induced H9c2 cells. Meanwhile, MA could significantly reduce phosphorylation of MAPK (ERK1/2) levels in H9c2 cells.</p><p><strong>Conclusion: </strong>By utilizing network pharmacology and experimental data, our study revealed the correlation between MA and ferroptosis following MI/RI, and concluded that MA might protect against MI/RI by reducing ferroptosis through the ERK1/2 signaling pathway. This finding offered fresh insights into the pharmacological mechanisms of MA against MI/RI.</p>","PeriodicalId":10491,"journal":{"name":"Combinatorial chemistry & high throughput screening","volume":" ","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ferroptosis-related Biotargets and Network Mechanisms of Maslinic Acid Against Myocardial Ischemia-reperfusion Injury: An Integrated Bioinformatic and Experimental Approach.\",\"authors\":\"Qi Li, Guiyuan He, Rujie Zheng, Chunlei Liu, Che Wang, Zhihao Liu, Zhuqing Li, Chengzhi Lu\",\"doi\":\"10.2174/0113862073354768241217162514\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Maslinic acid (MA), a pentacyclic triterpenoid compound derived from leaves and fruits of Olea europaea, bears multi-pharmacological properties. Our previous studies found that MA exerted a cardioprotective effect by modulating oxidative stress, inflammation, and apoptosis during myocardial ischemia-reperfusion injury (MIRI). Nevertheless, data regarding the anti-ferroptosis effects of MA on MI/RI remains unidentified.</p><p><strong>Aim of the study: </strong>This study aimed to explore the effects of MA on ferroptosis induced by MI/RI, with a focus on elucidating the underlying mechanisms through an integrated approach of network pharmacology and experimental validation.</p><p><strong>Materials and methods: </strong>Several public databases and a protein-protein interaction (PPI) network were used to identify the core targets shared by MI/RI, ferroptosis, and MA. The molecular function, cell component, biological process, and potential signaling pathways of core genes were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Subsequently, molecular docking and in vitro experiments were carried out to further validate network pharmacology results.</p><p><strong>Results: </strong>A total of 21 unique intersection genes were obtained as potential targets of MA in treating MI/RI-induced ferroptosis. The 10 hub genes with the highest interaction scores were identified from PPI analysis. GO and KEGG enrichment showed the contribution of the core genes to pharmacological actions and mechanisms in MA treatment of MI/RI, especially the ferroptosis-related signaling pathways. Additionally, MA docked well with ranked core targets, including MAPK, MTOR, STAT3, PTGS2, and MDM2. Subsequently, in vitro experiments revealed that MA notably alleviated oxidative damage, reduced ferrous iron overload and ferroptosis, and regulated the expression of ferroptosis-related genes (GPX4, PTGS2, and ACSL4) in erastin-induced H9c2 cells. Meanwhile, MA could significantly reduce phosphorylation of MAPK (ERK1/2) levels in H9c2 cells.</p><p><strong>Conclusion: </strong>By utilizing network pharmacology and experimental data, our study revealed the correlation between MA and ferroptosis following MI/RI, and concluded that MA might protect against MI/RI by reducing ferroptosis through the ERK1/2 signaling pathway. 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Ferroptosis-related Biotargets and Network Mechanisms of Maslinic Acid Against Myocardial Ischemia-reperfusion Injury: An Integrated Bioinformatic and Experimental Approach.
Background: Maslinic acid (MA), a pentacyclic triterpenoid compound derived from leaves and fruits of Olea europaea, bears multi-pharmacological properties. Our previous studies found that MA exerted a cardioprotective effect by modulating oxidative stress, inflammation, and apoptosis during myocardial ischemia-reperfusion injury (MIRI). Nevertheless, data regarding the anti-ferroptosis effects of MA on MI/RI remains unidentified.
Aim of the study: This study aimed to explore the effects of MA on ferroptosis induced by MI/RI, with a focus on elucidating the underlying mechanisms through an integrated approach of network pharmacology and experimental validation.
Materials and methods: Several public databases and a protein-protein interaction (PPI) network were used to identify the core targets shared by MI/RI, ferroptosis, and MA. The molecular function, cell component, biological process, and potential signaling pathways of core genes were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Subsequently, molecular docking and in vitro experiments were carried out to further validate network pharmacology results.
Results: A total of 21 unique intersection genes were obtained as potential targets of MA in treating MI/RI-induced ferroptosis. The 10 hub genes with the highest interaction scores were identified from PPI analysis. GO and KEGG enrichment showed the contribution of the core genes to pharmacological actions and mechanisms in MA treatment of MI/RI, especially the ferroptosis-related signaling pathways. Additionally, MA docked well with ranked core targets, including MAPK, MTOR, STAT3, PTGS2, and MDM2. Subsequently, in vitro experiments revealed that MA notably alleviated oxidative damage, reduced ferrous iron overload and ferroptosis, and regulated the expression of ferroptosis-related genes (GPX4, PTGS2, and ACSL4) in erastin-induced H9c2 cells. Meanwhile, MA could significantly reduce phosphorylation of MAPK (ERK1/2) levels in H9c2 cells.
Conclusion: By utilizing network pharmacology and experimental data, our study revealed the correlation between MA and ferroptosis following MI/RI, and concluded that MA might protect against MI/RI by reducing ferroptosis through the ERK1/2 signaling pathway. This finding offered fresh insights into the pharmacological mechanisms of MA against MI/RI.
期刊介绍:
Combinatorial Chemistry & High Throughput Screening (CCHTS) publishes full length original research articles and reviews/mini-reviews dealing with various topics related to chemical biology (High Throughput Screening, Combinatorial Chemistry, Chemoinformatics, Laboratory Automation and Compound management) in advancing drug discovery research. Original research articles and reviews in the following areas are of special interest to the readers of this journal:
Target identification and validation
Assay design, development, miniaturization and comparison
High throughput/high content/in silico screening and associated technologies
Label-free detection technologies and applications
Stem cell technologies
Biomarkers
ADMET/PK/PD methodologies and screening
Probe discovery and development, hit to lead optimization
Combinatorial chemistry (e.g. small molecules, peptide, nucleic acid or phage display libraries)
Chemical library design and chemical diversity
Chemo/bio-informatics, data mining
Compound management
Pharmacognosy
Natural Products Research (Chemistry, Biology and Pharmacology of Natural Products)
Natural Product Analytical Studies
Bipharmaceutical studies of Natural products
Drug repurposing
Data management and statistical analysis
Laboratory automation, robotics, microfluidics, signal detection technologies
Current & Future Institutional Research Profile
Technology transfer, legal and licensing issues
Patents.