针对低分子量和短调节器的蛋白质-蛋白质相互作用:关于疾病途径和药物发现的起点的见解
Daniela Trisciuzzi1, Bruno O Villoutreix2, Lydia Siragusa3,4
1Department of Pharmacy, Pharmaceutical Sciences, Università Degli Studi di Bari "Aldo Moro", Bari, Italy.
Expert opinion on drug discovery
|May 29, 2023
概括
蛋白与蛋白相互作用 (PPI) 是有前途的治疗点. 人工智能和计算方法的进步使PPI的新型低分子量 (LMW) 和调节器的开发成为可能,其中一些已经在临床试验中.
科学领域:
- 生物化学 生化学
- 药理学 药理学是指药理学的学科.
- 计算生物学 计算生物学
背景情况:
- 蛋白与蛋白相互作用 (PPI) 具有显著的治疗潜力,但通常被认为是不可抗药的.
- 新兴的人工智能 (AI) 和机器学习 (ML) 方法,以及实验技术,正在改变PPI调制器研究.
- 尽管在物理化学性质方面存在最初的挑战,但新型低分子量 (LMW) 和调节器正在显示出希望.
研究的目的:
- 审查蛋白质-蛋白质接口的分子特性.
- 探索PPI调制中的关键概念.
- 调查PPI调制器的最先进的合理设计方法.
主要方法:
- 专注于蛋白质-蛋白质接口的分子特性.
- 对合理设计的计算方法的调查.
- 对实验方法和临床试验数据的审查.
主要成果:
- 人工智能和机器学习正在加强PPI调节器的发现.
- 新型LMW和调节器正在克服以前的属性限制.
- 几种PPI调节器正在进行临床试验.
结论:
- 由于计算和实验的进步,PPI是越来越多的可用药物的目标.
- 开发LMW化合物和短用于PPI调节至关重要.
- 为了开发新的PPI调节器,需要在学术界和工业界持续投资.
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