Acoustic Mist Ionization-Mass Spectrometry: A Comparison to Conventional High-Throughput Screening and Compound Profiling Platforms

被引:23
作者
Belov, Arseniy M. [1 ]
Kozole, Joseph [1 ]
Bean, Mark F. [1 ]
Machutta, Carl A. [2 ]
Zhang, Guofeng [2 ]
Gao, Enoch N. [2 ]
Ghislain, Luke [3 ]
Datwani, Sammy S. [3 ]
Leveridge, Melanie [2 ]
Annan, Roland S. [1 ]
机构
[1] GlaxoSmithKline, Discovery Analyt, Collegeville, PA 19426 USA
[2] GlaxoSmithKline, Screening Profiling & Mechanist Biol, Collegeville, PA 19426 USA
[3] Beckman Coulter Life Sci, San Jose, CA 95134 USA
关键词
ASSAYS; MS;
D O I
10.1021/acs.analchem.0c02508
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Drug discovery usually begins with a high-throughput screen (HTS) of thousands to millions of molecules to identify starting points for medicinal chemistry. Conventional HTS platforms require expensive reagents and typically have complex assay formats. HTS platforms based on radioactivity are expensive, both in terms of reagent cost and disposal. Furthermore, nonspecific interferences common to these technologies result in an extensive attrition of hits during validation experiments. Mass spectrometry (MS) is a highly selective, label-free technology that can quantify multiple analytes in a single experiment. However, most commercial MS platforms typically involve a separation or cleanup prior to analysis and are too slow for large-scale screening campaigns. Recently, an MS platform (AMI-MS) was introduced that uses acoustically generated droplets to deliver analyte molecules directly from microtiter plates into the mass spectrometer at subsecond per well sampling rates. Here, we demonstrate the application of AMI-MS by developing an HTS-compatible assay that measures the inhibition of histone acetyltransferase activity. Real-time kinetic measurements from a single well were used to determine enzyme K-m and V-max values. We compare the AMI-MS readout with conventional platforms in single-shot screening and multipoint profiling modes. The AMI-MS assay identified 86% of hits previously identified, with a pIC(50) >= 5.0, in a scintillation proximity assay (SPA) HTS at a lower hit rate and with a significantly reduced cost per well compared to the SPA-based readout. Furthermore, pIC(50)s, as measured by AMI-MS, showed a good correlation with values generated by RapidFire-MS. AMI-MS has the potential to provide significant improvements to high-throughput bioassays.
引用
收藏
页码:13847 / 13854
页数:8
相关论文
共 36 条
[1]   The Ecstasy and Agony of Assay Interference Compounds [J].
Aldrich, Courtney ;
Bertozzi, Carolyn ;
Georg, Gunda I. ;
Kiessling, Laura ;
Lindsley, Craig ;
Liotta, Dennis ;
Merz, Kenneth M., Jr. ;
Schepartz, Alanna ;
Wang, Shaomeng .
ACS CHEMICAL NEUROSCIENCE, 2017, 8 (03) :420-423
[2]   Affinity selection-mass spectrometry screening techniques for small molecule drug discovery [J].
Annis, D. Allen ;
Nickbarg, Elliot ;
Yang, Xianshu ;
Ziebell, Michael R. ;
Whitehurst, Charles E. .
CURRENT OPINION IN CHEMICAL BIOLOGY, 2007, 11 (05) :518-526
[3]  
[Anonymous], 2020, BIORXIV
[4]   From haystack to needle: finding value with DNA encoded library technology at GSK [J].
Arico-Muendel, Christopher C. .
MEDCHEMCOMM, 2016, 7 (10) :1898-1909
[5]   Integration of an In Situ MALDI-Based High-Throughput Screening Process: A Case Study with Receptor Tyrosine Kinase c-MET [J].
Beeman, Katrin ;
Baumgaertner, Jens ;
Laubenheimer, Manuel ;
Hergesell, Karlheinz ;
Hoffmann, Martin ;
Pehl, Ulrich ;
Fischer, Frank ;
Pieck, Jan-Carsten .
SLAS DISCOVERY, 2017, 22 (10) :1203-1210
[6]   AlphaLISA Immunoassay Platform-The "No-Wash" High-Throughput Alternative to ELISA [J].
Bielefeld-Sevigny, Martina .
ASSAY AND DRUG DEVELOPMENT TECHNOLOGIES, 2009, 7 (01) :90-92
[7]   A Systematic Investigation of the Best Buffers for Use in Screening by MALDI-Mass Spectrometry [J].
Chandler, Jessica ;
Haslam, Carl ;
Hardy, Neil ;
Leveridge, Melanie ;
Marshall, Peter .
SLAS DISCOVERY, 2017, 22 (10) :1262-1269
[8]  
Dahlin J.L., 2015, ASSAY GUIDANCE MANUA
[9]   The MALDI-TOF E2/E3 Ligase Assay as Universal Tool for Drug Discovery in the Ubiquitin Pathway [J].
De Cesare, Virginia ;
Johnson, Clare ;
Barlow, Victoria ;
Hastie, James ;
Knebel, Axel ;
Trost, Matthias .
CELL CHEMICAL BIOLOGY, 2018, 25 (09) :1117-+
[10]   Fragment-based drug discovery [J].
Erlanson, DA ;
McDowell, RS ;
O'Brien, T .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (14) :3463-3482