Pu Fan, Radosevich Andrew J, Bruckner Brett G, Fontaine David A, Panchal Sanjay C, Williams Jon D, Gopalakrishnan Sujatha M, Elsen Nathaniel L
Discovery Research, AbbVie Inc., 1 North Waukegan Rd., North Chicago, Illinois 60064, United States.
ACS Chem Biol. 2023 Apr 21;18(4):942-948. doi: 10.1021/acschembio.3c00087. Epub 2023 Apr 12.
Cellular pharmacodynamic assays are crucial aspects of lead optimization programs in drug discovery. These assays are sometimes difficult to develop, oftentimes distal from the target and frequently low throughput, which necessitates their incorporation in the drug discovery funnel later than desired. The earlier direct pharmacodynamic modulation of a target can be established, the fewer resources are wasted on compounds that are acting via an off-target mechanism. Mass spectrometry is a versatile tool that is often used for direct, proximal cellular pharmacodynamic assay analysis, but liquid chromatography-mass spectrometry methods are low throughput and are unable to fully support structure-activity relationship efforts in early medicinal chemistry programs. Infrared matrix-assisted laser desorption electrospray ionization (IR-MALDESI) is an ambient ionization method amenable to high-throughput cellular assays, capable of diverse analyte detection, ambient and rapid laser sampling processes, and low cross-contamination. Here, we demonstrate the capability of IR-MALDESI for the detection of diverse analytes directly from cells and report the development of a high-throughput, label-free, proximal cellular pharmacodynamic assay using IR-MALDESI for the discovery of glutaminase inhibitors and a biochemical assay for hit confirmation. We demonstrate the throughput with a ∼100,000-compound cellular screen. Hits from the screening were confirmed by retesting in dose-response with mass spectrometry-based cellular and biochemical assays. A similar workflow can be applied to other targets with minimal modifications, which will speed up the discovery of cell active lead series and minimize wasted chemistry resources on off-target mechanisms.
细胞药效学分析是药物发现中先导化合物优化计划的关键环节。这些分析有时难以开展,通常远离靶点且通量较低,这就使得它们在药物发现流程中的纳入时间比预期要晚。越早建立对靶点的直接药效学调节,因脱靶机制起作用的化合物所浪费的资源就越少。质谱是一种用途广泛的工具,常用于直接的、近端的细胞药效学分析,但液相色谱 - 质谱方法通量较低,无法在早期药物化学项目中充分支持构效关系研究。红外基质辅助激光解吸电喷雾电离(IR - MALDESI)是一种适用于高通量细胞分析的常压电离方法,能够进行多种分析物检测、常压和快速激光采样过程,且交叉污染低。在此,我们展示了IR - MALDESI直接从细胞中检测多种分析物的能力,并报告了一种使用IR - MALDESI进行高通量、无标记、近端细胞药效学分析以发现谷氨酰胺酶抑制剂的方法以及用于命中确认的生化分析方法。我们通过对约100,000种化合物的细胞筛选展示了通量。筛选出的命中化合物通过基于质谱的细胞和生化分析进行剂量反应复测来确认。经过最少修改,类似的工作流程可应用于其他靶点,这将加速细胞活性先导化合物系列的发现,并最大限度减少因脱靶机制而浪费的化学资源。