The Scripps Research Institute Molecular Screening Center, Department of Molecular Medicine, Scripps Florida, Jupiter, FL, USA.
Cancer Center, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA.
SLAS Discov. 2022 Apr;27(3):159-166. doi: 10.1016/j.slasd.2022.03.002. Epub 2022 Mar 17.
Recent technological advances have enabled 3D tissue culture models for fast and affordable HTS. We are no longer bound to 2D models for anti-cancer agent discovery, and it is clear that 3D tumor models provide more predictive data for translation of preclinical studies. In a previous study, we validated a microplate 3D spheroid-based technology for its compatibility with HTS automation. Small-scale screens using approved drugs have demonstrated that drug responses tend to differ between 2D and 3D cancer cell proliferation models. Here, we applied this 3D technology to the first ever large-scale screening effort completing HTS on over 150K molecules against primary pancreatic cancer cells. It is the first demonstration that a screening campaign of this magnitude using clinically relevant, ex-vivo 3D pancreatic tumor models established directly from biopsy, can be readily achieved in a fashion like traditional drug screen using 2D cell models. We identified four unique series of compounds with sub micromolar and even low nanomolar potency against a panel of patient derived pancreatic organoids. We also applied the 3D technology to test lead efficacy in autologous cancer associated fibroblasts and found a favorable profile for better efficacy in the cancer over wild type primary cells, an important milestone towards better leads. Importantly, the initial leads have been further validated in across multiple institutes with concordant outcomes. The work presented here represents the genesis of new small molecule leads found using 3D models of primary pancreas tumor cells.
最近的技术进步使 3D 组织培养模型能够快速、经济地进行高通量筛选。我们不再局限于 2D 模型来发现抗癌药物,很明显 3D 肿瘤模型为转化临床前研究提供了更具预测性的数据。在之前的一项研究中,我们验证了一种微孔板 3D 球体技术,以确定其与高通量筛选自动化的兼容性。使用已批准药物进行的小规模筛选表明,2D 和 3D 癌细胞增殖模型之间的药物反应往往存在差异。在这里,我们将这项 3D 技术应用于首次大规模筛选,对来自原发性胰腺癌的细胞进行了超过 15 万个分子的高通量筛选。这是第一个证明使用直接从活检获得的临床相关、体外 3D 胰腺肿瘤模型进行如此大规模的筛选活动,可以像使用 2D 细胞模型进行传统药物筛选一样轻松实现。我们鉴定了四个独特的化合物系列,对一组患者来源的胰腺类器官具有亚微摩尔甚至低纳摩尔的效力。我们还应用 3D 技术来测试先导化合物在自体癌症相关成纤维细胞中的疗效,发现与野生型原代细胞相比,先导化合物在癌症中的疗效更好,这是一个重要的里程碑,朝着更好的先导化合物迈进。重要的是,最初的先导化合物已经在多个机构进行了进一步验证,结果一致。本文所介绍的工作代表了使用原发性胰腺肿瘤细胞的 3D 模型发现的新小分子先导化合物的起源。