Hong Seo Jung, Resnick Samuel J, Iketani Sho, Cha Ji Won, Albert Benjamin Alexander, Fazekas Christopher T, Chang Ching-Wen, Liu Hengrui, Dagan Shlomi, Abagyan Michael R, Fajtová Pavla, Culbertson Bruce, Brace Brooklyn, Reddem Eswar R, Forouhar Farhad, Glickman J Fraser, Balkovec James M, Stockwell Brent R, Shapiro Lawrence, O'Donoghue Anthony J, Sabo Yosef, Freundlich Joel S, Ho David D, Chavez Alejandro
Department of Pathology and Cell Biology, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, 10032, USA.
Medical Scientist Training Program, Columbia University Irving Medical Center, New York, NY, 10032, USA.
Mol Syst Biol. 2025 Feb;21(2):158-172. doi: 10.1038/s44320-024-00082-1. Epub 2025 Jan 6.
With current treatments addressing only a fraction of pathogens and new viral threats constantly evolving, there is a critical need to expand our existing therapeutic arsenal. To speed the rate of discovery and better prepare against future threats, we establish a high-throughput platform capable of screening compounds against 40 diverse viral proteases simultaneously. This multiplex approach is enabled by using cellular biosensors of viral protease activity combined with DNA-barcoding technology, as well as several design innovations that increase assay sensitivity and correct for plate-to-plate variation. Among >100,000 compound-target interactions explored within our initial screen, a series of broad-acting inhibitors against coronavirus proteases were uncovered and validated through orthogonal assays. A medicinal chemistry campaign was performed to improve one of the inhibitor's potency while maintaining its broad activity. This work highlights the power of multiplex screening to efficiently explore chemical space at a fraction of the time and costs of previous approaches.
由于目前的治疗方法仅能针对一小部分病原体,且新的病毒威胁不断演变,因此迫切需要扩充我们现有的治疗手段。为了加快发现速度并更好地防范未来威胁,我们建立了一个高通量平台,能够同时针对40种不同的病毒蛋白酶筛选化合物。这种多重筛选方法通过将病毒蛋白酶活性的细胞生物传感器与DNA条形码技术相结合,以及一些提高检测灵敏度并校正板间差异的设计创新得以实现。在我们最初的筛选中探索的超过10万种化合物-靶点相互作用中,发现了一系列针对冠状病毒蛋白酶的广谱抑制剂,并通过正交试验进行了验证。开展了药物化学研究,以提高其中一种抑制剂的效力,同时保持其广泛的活性。这项工作凸显了多重筛选的威力,能够以先前方法所需时间和成本的一小部分有效地探索化学空间。