调查甲基诱导牛皮的潜在机制:使用网络毒理学,分子对接,分子动力学模拟和八种机器学习算法的综合研究
Yang Liu1,2, Chenqi Guo1, Xinming Chen3
1Graduate school, Tianjin University of Traditional Chinese Medicine, 10 Poyanghu Road, Tuopu New Town West District, Jinghai District, Tianjin Municipality 301617, China.
Toxicology research
|February 4, 2026
概括
甲基,一种常见的防腐剂,通过影响免疫反应和细胞调节,可能会使牛皮变得更糟. 这项研究使用了计算方法来揭示其多目标,多途径的毒理机制在牛皮.
科学领域:
- 环境毒理学环境毒理学
- 计算生物学 计算生物学
- 皮肤病学 皮肤病学
背景情况:
- 牛皮是一种慢性炎症性皮肤疾病,安全治疗选择有限.
- 甲基,一种普遍存在的防腐剂,是一种与皮肤疾病有关的环境污染物,但其在牛皮的作用尚不清楚.
研究的目的:
- 调查甲基在牛皮的潜在毒理机制.
- 为了确定关键的分子标和涉及甲基诱导的牛皮的途径.
主要方法:
- 使用了网络毒理学,分子对接,分子动力学模拟和机器学习算法.
- 目标识别涉及GeneCards,TCMSP和CTD等数据库.
- 进行了蛋白质与蛋白质相互作用 (PPI) 网络分析和通路丰富 (GO,KEGG).
主要成果:
- 确定了138个甲基的目标和5592个牛皮的目标,重叠的核心目标包括INS,HIF1A和PPARG.
- 丰富分析表明,它参与了免疫炎症反应,角质细胞的增殖,氧化应激和异生物代谢.
- 分子对接证实了甲基与INS,HIF1A和PPARG的稳定结合.
结论:
- 甲基可能通过多目标和多途径相互作用导致牛皮,影响炎症,氧化应激和细胞调节.
- 这些发现提供了对甲基的毒理机制和对牛皮的潜在治疗策略的见解.
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