CACHE挑战3:针对SARS-CoV-2的NSP3宏域
Oleksandra Herasymenko1, Madhushika Silva1, Galen J Correy2
1Structural Genomics Consortium, University Health Network, Toronto, Ontario M5G 2C4, Canada.
Journal of chemical information and modeling
|January 21, 2026
概括
计算命中探测实验的批判性评估 (CACHE) #3确定了SARS-CoV-2 Nsp3.3的新型配体. 最受欢迎的药物,虽然结构上与已知的化合物相似,但为抗病毒药物开发提供了新的见解.
科学领域:
- 药物发现和开发 药物发现和开发
- 计算化学计算化学
- 病毒学 病毒学
背景情况:
- SARS-CoV-2 Nsp3 宏观体1是抗病毒疗法的关键目标.
- 之前的计算命中探测实验 (CACHE #1 和 #2) 已经确定了分子设计策略的趋势.
研究的目的:
- 挑战计算团队识别SARS-CoV-2 Nsp3.3的化学新型配体.
- 为了比较各种计算药物设计策略的有效性.
主要方法:
- 23个计算小组采用了各种设计策略,包括基于物理的选,机器学习,药库搜索和碎片生长.
- 结合体候选物被计算选择,并评估它们的新性.
主要成果:
- 超过85%的设计分子在化学上是新的,但最受欢迎的化合物类似于以前发表的化合物.
- 使用基于物理的方法来训练机器学习模型和纯粹基于物理的方法的混合方法非常成功.
- 发现的配体模仿了内源基质的腺环,保持了共同的化学型.
结论:
- 多种计算分子设计策略可以有效地识别强大的抗病毒化合物.
- CACHE #3 为NSP3-Mac1抑制剂提供了新的结构-活性关系见解.
- 这些发现为未来针对冠状病毒的抗病毒药物开发提供了信息.
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