对毒素历史的个人观点:从古代到人工智能
1Toxicology and Pharmacology, University of Leuven (KU Leuven), Campus Gasthuisberg, ON2, PO Box 922, Herestraat 49, 3000, Leuven, Belgium.
概括
本次审查强调了发现和描述来自自然界的生物活性物质的进展. 现代技术,包括人工智能,增强了这些努力,显示了治疗和农业化学应用的巨大潜力.
科学领域:
- 自然产品化学 自然产品化学
- 生物活性化合物研究研究
- 毒理学 毒理学 毒理学
背景情况:
- 几个世纪以来,来自自然来源的生物活性物质一直吸引着人类.
- 了解这些化合物对于科学和医学进步至关重要.
- 历史的吸引力推动了当前对自然产品发现的研究.
研究的目的:
- 审查生物活性物质的发现和表征方面的历史和最近的进展.
- 探索先进技术和人工智能在这个领域的影响.
- 强调转化潜力和未来对毒理学研究的投资.
主要方法:
- 关于生物活性物质的历史和当代研究的文献综述.
- 分析分析技术和仪器仪表方面的进步.
- 考察人工智能和深度学习在计算方法中的作用.
主要成果:
- 在识别和表征新生物活性化合物方面取得了重大进展.
- 复杂技术的整合,包括人工智能,加速了发现.
- 在治疗,诊断和农业化学领域证明了翻译潜力.
结论:
- 继续投资毒理学研究是有必要的,因为它具有很高的翻译潜力.
- 结合自然产品化学和人工智能的跨学科方法是关键.
- 生物活性物质的发现仍然是一个具有广泛应用的重要领域.
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