Mol Inform. 2024 Jan;43(1):e202300262. doi: 10.1002/minf.202300262. Epub 2023 Nov 14.
The COVID-19 pandemic continues to pose a substantial threat to human lives and is likely to do so for years to come. Despite the availability of vaccines, searching for efficient small-molecule drugs that are widely available, including in low- and middle-income countries, is an ongoing challenge. In this work, we report the results of an open science community effort, the "Billion molecules against COVID-19 challenge", to identify small-molecule inhibitors against SARS-CoV-2 or relevant human receptors. Participating teams used a wide variety of computational methods to screen a minimum of 1 billion virtual molecules against 6 protein targets. Overall, 31 teams participated, and they suggested a total of 639,024 molecules, which were subsequently ranked to find 'consensus compounds'. The organizing team coordinated with various contract research organizations (CROs) and collaborating institutions to synthesize and test 878 compounds for biological activity against proteases (Nsp5, Nsp3, TMPRSS2), nucleocapsid N, RdRP (only the Nsp12 domain), and (alpha) spike protein S. Overall, 27 compounds with weak inhibition/binding were experimentally identified by binding-, cleavage-, and/or viral suppression assays and are presented here. Open science approaches such as the one presented here contribute to the knowledge base of future drug discovery efforts in finding better SARS-CoV-2 treatments.
COVID-19 大流行继续对人类生命构成重大威胁,并且在未来几年很可能会继续如此。尽管有疫苗可用,但寻找广泛可用的有效小分子药物,包括在低收入和中等收入国家,仍然是一个持续的挑战。在这项工作中,我们报告了一个开放科学社区努力的结果,即“抗击 COVID-19 挑战的十亿分子”,以鉴定针对 SARS-CoV-2 或相关人类受体的小分子抑制剂。参与团队使用了各种各样的计算方法,对至少 10 亿个虚拟分子进行了 6 种蛋白质靶标筛选。总的来说,有 31 个团队参与,他们总共提出了 639,024 个分子,随后对这些分子进行了排名,以寻找“共识化合物”。组织团队与各种合同研究组织 (CRO) 和合作机构协调,合成并测试了 878 种针对蛋白酶 (Nsp5、Nsp3、TMPRSS2)、核衣壳 N、RdRP(仅 Nsp12 结构域)和(α)刺突蛋白 S 的生物活性的化合物。总的来说,通过结合、切割和/或病毒抑制测定实验鉴定出了 27 种具有弱抑制/结合作用的化合物,并在此处呈现。像这里提出的这种开放科学方法有助于为未来发现更好的 SARS-CoV-2 治疗方法的药物发现努力提供知识库。