Martin Holli-Joi, Hossain Mohammad Anwar, Wellnitz James, Kelestemur Enes, Hochuli Joshua E, Perveen Sumera, Arrowsmith Cheryl, Willson Timothy M, Muratov Eugene N, Tropsha Alexander
UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA.
Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA.
Antiviral Res. 2025 Jul;239:106184. doi: 10.1016/j.antiviral.2025.106184. Epub 2025 Apr 30.
Helicases have emerged as promising targets in antiviral drug development but remain largely undrugged. To support the focused development of viral helicase inhibitors we identified, collected, and integrated all chemogenomics data for all helicases annotated in the ChEMBL database. After thoroughly curating and enriching the data with accurate annotations we have created a derivative database of helicase inhibitors which we dubbed Heli-SMACC (Helicase-targeting SMAll Molecule Compound Collection). Heli-SMACC contains 13,597 molecules, 29 proteins, and 20,431 bioactivity entries for viral, human, and bacterial helicases. We selected 30 compounds with promising viral helicase activity and tested them in a SARS-CoV-2 NSP13 ATPase assay. Twelve compounds demonstrated ATPase inhibition and a consistent dose-response curve. While Heli-SMACC provides a rich resource for identifying candidate inhibitors, cross-species compound transferability remains a significant challenge. In particular, inhibitory activity observed against viral helicases often does not translate well to human or bacterial homologs and vice versa due to differences in binding site composition, helicase structure, and cofactor dependencies. Despite these limitations, Heli-SMACC offers a valuable starting point for structure-based optimization and target-specific inhibitor design. The Heli-SMACC database may serve as a reference for virologists and medicinal chemists working on the development of novel helicase inhibitors. Heli-SMACC is publicly available at https://smacc.mml.unc.edu.
解旋酶已成为抗病毒药物研发中颇具潜力的靶点,但在很大程度上仍未被药物所作用。为支持病毒解旋酶抑制剂的针对性研发,我们识别、收集并整合了ChEMBL数据库中注释的所有解旋酶的所有化学基因组学数据。在通过准确注释对数据进行全面整理和丰富后,我们创建了一个解旋酶抑制剂衍生数据库,我们将其命名为Heli-SMACC(靶向解旋酶的小分子化合物集合)。Heli-SMACC包含13597个分子、29种蛋白质以及针对病毒、人类和细菌解旋酶的20431条生物活性记录。我们挑选了30种具有潜在病毒解旋酶活性的化合物,并在SARS-CoV-2 NSP13 ATP酶测定中对它们进行了测试。12种化合物表现出ATP酶抑制作用以及一致的剂量反应曲线。虽然Heli-SMACC为识别候选抑制剂提供了丰富资源,但跨物种化合物的可转移性仍然是一个重大挑战。特别是,针对病毒解旋酶观察到的抑制活性往往不能很好地转化为对人类或细菌同源物的抑制活性,反之亦然,这是由于结合位点组成、解旋酶结构和辅因子依赖性的差异。尽管存在这些局限性,Heli-SMACC为基于结构的优化和靶向特异性抑制剂设计提供了一个有价值的起点。Heli-SMACC数据库可作为从事新型解旋酶抑制剂研发的病毒学家和药物化学家的参考。Heli-SMACC可在https://smacc.mml.unc.edu上公开获取。