Qiwang He, Yining Chen, Caiyun Huang, Xiaoqian Cong, Yanan Li, Die Xiao, Yanbing Ding, Bijiang Wan
{"title":"基于新型网络毒理学探讨乙酰柠檬酸三丁酯暴露于骨关节炎的潜在机制。","authors":"Qiwang He, Yining Chen, Caiyun Huang, Xiaoqian Cong, Yanan Li, Die Xiao, Yanbing Ding, Bijiang Wan","doi":"10.1038/s41598-025-11178-5","DOIUrl":null,"url":null,"abstract":"<p><p>The toxic side effects of acetyl tributyl citrate (ATBC) on humans are concerning, but studies related to its effects on osteoarthritis (OA) are lacking. Therefore, this study aimed to explore the potential targets and mechanisms of action of ATBC in OA through network toxicology. We obtained ATBC-related targets from the ChEMBL, Swiss Target Prediction, and STITCH databases and OA-related targets from the GeneCards, DisGeNET, and OMIM databases and identified overlapping targets. Core targets (key molecules in the progression of diseases) were determined via the STRING database and Cytoscape software, followed by further Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses to determine potential mechanisms in depth. Moreover, a gene interaction and competing endogenous RNA (ceRNA) network for the core targets was constructed. Additionally, the expression levels of the core targets were preliminarily validated using single-cell data from the GEO database. Furthermore, in-depth validation of the core targets was carried out through molecular docking and molecular dynamics simulations. A total of 132 overlapping targets between ATBC and OA were identified, and six core targets (TP53, EZH2, HDAC1, HDAC2, SIRT1, and SMARCA4) were further screened. The results of the enrichment analysis revealed that the core pathways related to the effect of ATBC on OA mainly involved key signaling cascades, including the thyroid hormone signaling pathway, the Notch signaling pathway, and cellular senescence. Single-cell analysis revealed that the core target is expressed in different cell subpopulations. Molecular docking and molecular dynamics simulation results indicate that there is a stable binding interaction between ATBC and the core target. This study provides a theoretical foundation for the molecular mechanisms of OA triggered by ATBC, highlighting the value of network toxicology in assessing the toxicity of emerging environmental pollutants. However, further clinical and experimental investigations are needed to validate these findings.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"29363"},"PeriodicalIF":3.9000,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12339750/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring the potential mechanisms of acetyl tributyl citrate exposure on osteoarthritis based on novel network toxicology.\",\"authors\":\"Qiwang He, Yining Chen, Caiyun Huang, Xiaoqian Cong, Yanan Li, Die Xiao, Yanbing Ding, Bijiang Wan\",\"doi\":\"10.1038/s41598-025-11178-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The toxic side effects of acetyl tributyl citrate (ATBC) on humans are concerning, but studies related to its effects on osteoarthritis (OA) are lacking. Therefore, this study aimed to explore the potential targets and mechanisms of action of ATBC in OA through network toxicology. We obtained ATBC-related targets from the ChEMBL, Swiss Target Prediction, and STITCH databases and OA-related targets from the GeneCards, DisGeNET, and OMIM databases and identified overlapping targets. Core targets (key molecules in the progression of diseases) were determined via the STRING database and Cytoscape software, followed by further Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses to determine potential mechanisms in depth. Moreover, a gene interaction and competing endogenous RNA (ceRNA) network for the core targets was constructed. Additionally, the expression levels of the core targets were preliminarily validated using single-cell data from the GEO database. Furthermore, in-depth validation of the core targets was carried out through molecular docking and molecular dynamics simulations. A total of 132 overlapping targets between ATBC and OA were identified, and six core targets (TP53, EZH2, HDAC1, HDAC2, SIRT1, and SMARCA4) were further screened. The results of the enrichment analysis revealed that the core pathways related to the effect of ATBC on OA mainly involved key signaling cascades, including the thyroid hormone signaling pathway, the Notch signaling pathway, and cellular senescence. Single-cell analysis revealed that the core target is expressed in different cell subpopulations. Molecular docking and molecular dynamics simulation results indicate that there is a stable binding interaction between ATBC and the core target. This study provides a theoretical foundation for the molecular mechanisms of OA triggered by ATBC, highlighting the value of network toxicology in assessing the toxicity of emerging environmental pollutants. However, further clinical and experimental investigations are needed to validate these findings.</p>\",\"PeriodicalId\":21811,\"journal\":{\"name\":\"Scientific Reports\",\"volume\":\"15 1\",\"pages\":\"29363\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-08-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12339750/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientific Reports\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://doi.org/10.1038/s41598-025-11178-5\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-11178-5","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
Exploring the potential mechanisms of acetyl tributyl citrate exposure on osteoarthritis based on novel network toxicology.
The toxic side effects of acetyl tributyl citrate (ATBC) on humans are concerning, but studies related to its effects on osteoarthritis (OA) are lacking. Therefore, this study aimed to explore the potential targets and mechanisms of action of ATBC in OA through network toxicology. We obtained ATBC-related targets from the ChEMBL, Swiss Target Prediction, and STITCH databases and OA-related targets from the GeneCards, DisGeNET, and OMIM databases and identified overlapping targets. Core targets (key molecules in the progression of diseases) were determined via the STRING database and Cytoscape software, followed by further Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses to determine potential mechanisms in depth. Moreover, a gene interaction and competing endogenous RNA (ceRNA) network for the core targets was constructed. Additionally, the expression levels of the core targets were preliminarily validated using single-cell data from the GEO database. Furthermore, in-depth validation of the core targets was carried out through molecular docking and molecular dynamics simulations. A total of 132 overlapping targets between ATBC and OA were identified, and six core targets (TP53, EZH2, HDAC1, HDAC2, SIRT1, and SMARCA4) were further screened. The results of the enrichment analysis revealed that the core pathways related to the effect of ATBC on OA mainly involved key signaling cascades, including the thyroid hormone signaling pathway, the Notch signaling pathway, and cellular senescence. Single-cell analysis revealed that the core target is expressed in different cell subpopulations. Molecular docking and molecular dynamics simulation results indicate that there is a stable binding interaction between ATBC and the core target. This study provides a theoretical foundation for the molecular mechanisms of OA triggered by ATBC, highlighting the value of network toxicology in assessing the toxicity of emerging environmental pollutants. However, further clinical and experimental investigations are needed to validate these findings.
期刊介绍:
We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections.
Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021).
•Engineering
Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live.
•Physical sciences
Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics.
•Earth and environmental sciences
Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems.
•Biological sciences
Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants.
•Health sciences
The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.