Compound Transfer by Acoustic Droplet Ejection Promotes Quality and Efficiency in Ultra-High-Throughput Screening Campaigns.

Acoustic droplet ejection (ADE) as a means of transferring library compounds has had a dramatic impact on the way in which high-throughput screening campaigns are conducted in many laboratories. Two Labcyte Echo ADE liquid handlers form the core of the compound transfer operation in our 1536-well based ultra-high-throughput screening (uHTS) system. Use of these instruments has promoted flexibility in compound formatting in addition to minimizing waste and eliminating compound carryover. We describe the use of ADE for the generation of assay-ready plates for primary screening as well as for follow-up dose-response evaluations. Custom software has enabled us to harness the information generated by the ADE instrumentation. Compound transfer via ADE also contributes to the screening process outside of the uHTS system. A second fully automated ADE-based system has been used to augment the capacity of the uHTS system as well as to permit efficient use of previously picked compound aliquots for secondary assay evaluations. Essential to the utility of ADE in the high-throughput screening process is the high quality of the resulting data. Examples of data generated at various stages of high-throughput screening campaigns are provided. Advantages and disadvantages of the use of ADE in high-throughput screening are discussed.

Small-Molecule Library Subset Screening as an Aid for Accelerating Lead Identification.

Several small-compound library subsets (14,000 to 56,000) have been established to complement screening of a larger Genentech corporate library (~1,300,000). Two validation sets (~1% of the total library) containing compounds representative of the main library were chosen by selection of plates or individual compounds. Use of these subsets guided selection of assay configuration, validated assay reproducibility, and provided estimates of hit rates expected from our full library. A larger diversity subset representing the scaffold diversity of the full library (3.4% of the total) was designed for screening more challenging targets with limited reagent availability or low-throughput assays. Retrospective analysis of this subset showed hit rates similar to those of the main library while recovering a higher proportion of hit scaffolds. Finally, a property-restricted diversity set called the "in-between library" was established to identify ligand-efficient compounds of molecular size between those typically found in fragment and high-throughput screening libraries. It was screened at fivefold higher concentrations than the main library to facilitate identification of less potent yet ligand-efficient compounds. Taken together, this work underscores the value of generating multiple purpose-focused, diversity-based library subsets that are designed using computational approaches coupled with internal screening data analyses to accelerate the lead discovery process.

Label-free high-throughput assays to screen and characterize novel lactate dehydrogenase inhibitors.

Catalytic turnover of pyruvate to lactate by lactate dehydrogenase (LDH) is critical in maintaining an intracellular nicotinamide adenine dinucleotide (NAD⁺) pool for continuous fueling of the glycolytic pathway. In this article, we describe two label-free high-throughput assays (a kinetic assay detecting the intrinsic reduced nicotinamide adenine dinucleotide (NADH) fluorescence and a mass spectrometric assay monitoring the conversion of pyruvate to lactate) that were designed to effectively identify LDH inhibitors, characterize their different mechanisms of action, and minimize potential false positives from a small molecule compound library screen. Using a fluorescence kinetic image-based reader capable of detecting NADH fluorescence in the ultra-high-throughput screening (uHTS) work flow, the enzyme activity was measured as the rate of NADH conversion to NAD⁺. Interference with NADH fluorescence by library compounds was readily identified during the primary screen. The mass spectrometric assay quantitated the lactate and pyruvate levels simultaneously. The multiple reaction monitoring mass spectrometric method accurately detected each of the two small organic acid molecules in the reaction mixture. With robust Z' scores of more than 0.7, these two high-throughput assays for LDH are both label free and complementary to each other in the HTS workflow by monitoring the activities of the compounds on each half of the LDH redox reaction.

Fast drops: a high-throughput approach for setting up protein crystal screens.

There is significant demand to rapidly obtain protein structure information for both structural genomics and drug discovery applications. To meet this demand, all steps in the process of determining protein structure by X-ray crystallography need to be optimized and streamlined with high-throughput methodologies. This communication describes a method that brings high-throughput technology to protein crystallization in both manual and automated modes, suitable for virtually every crystallography laboratory.