Dejan Bojanic

Impact of high-throughput screening in biomedical research

High-throughput screening (HTS) has been postulated in several quarters to be a contributory factor to the decline in productivity in the pharmaceutical industry. Moreover, it has been blamed for stifling the creativity that drug discovery demands. In this article, we aim to dispel these myths and present the case for the use of HTS as part of a proven scientific tool kit, the wider use of which is essential for the discovery of new chemotypes.

Keynote review: In vitro safety pharmacology profiling: an essential tool for successful drug development

Broad-scale in vitro pharmacology profiling of new chemical entities during early phases of drug discovery has recently become an essential tool to predict clinical adverse effects. Modern, relatively inexpensive assay technologies and rapidly expanding knowledge about G-protein coupled receptors, nuclear receptors, ion channels and enzymes have made it possible to implement a large number of assays addressing possible clinical liabilities. Together with other in vitro assays focusing on toxicology and bioavailability, they provide a powerful tool to aid drug development. In this article, we review the development of this tool for drug discovery, its appropriate use and predictive value.

Evaluation of Fluorescence- and Mass Spectrometry–Based CYP Inhibition Assays for Use in Drug Discovery

The potential for metabolism-related drug-drug interactions by new chemical entities is assessed by monitoring the impact of these compounds on cytochrome P450 (CYP) activity using well-characterized CYP substrates. The conventional gold standard approach for in vitro evaluation of CYP inhibitory potential uses pooled human liver microsomes (HLM) in conjunction with prototypical drug substrates, often quantified by LC-MS/MS. However, fluorescent CYP inhibition assays, which use recombinantly expressed CYPs and fluorogenic probe substrates, have been employed in early drug discovery to provide low-cost, high-throughput assessment of new chemical entities. Despite its greatly enhanced throughput, this approach has been met with mixed success in predicting the data obtained with the conventional gold standard approach (HLM+LC-MS). The authors find that the predictivity of fluorogenic assays for the major CYP isoforms 3A4 and 2D6 may depend on the quality of the test compounds. Although the structurally more optimized marketed drugs yielded acceptable correlations between the fluorogenic and HLM+LC-MS/MS assays for CYPs 3A4, 2D6, and 2C9 (r 2 = 0.5-0.7; p < 0.005), preoptimization, early discovery compounds yielded poorer correlations (r 2 ≤ 0.2) for 2 of these major isoforms, CYPs 3A4 and 2D6. Potential reasons for the observed differences are discussed. (Journal of Biomolecular Screening 2008;343-353)

Maximising use of in vitro ADMET tools to predict in vivo bioavailability and safety

The drastic increase in the costs for discovering and developing a new drug and the high attrition rate of development candidates led to shifting of drug discovery strategy to parallel assessment of comprehensive drug properties along with efficacy. The article reviews the benefits and caveats of implementing comprehensive in vitro tools in early drug discovery and their impact on addressing in vivo ADMET issues. With the proposal of four-barrier profiling paradigm and employment of integrated risk assessment, one can exponentially enhance the predictive power of those in vitro tools by taking into consideration the interplays among those profiling parameters. An ‘Exposure Cube’ is proposed to promote collective employment of solubility/dissolution, permeability and metabolic clearance to address in vivo exposure and to direct optimization of new chemical entities in drug discovery.

High-throughput in vitro profiling assays: lessons learnt from experiences at Novartis

This article reviews the use of a selection of in vitro assays implemented at Novartis and intends to address exposure and safety in early drug discovery. The authors’ own experience, based on a large number of ‘real’ drug discovery compounds, is described to reflect on what has worked, where improvement is needed and how to best use the data for decision making. Possible strategies are discussed, and guidelines are provided on how to organise assays, extract value and contribute knowledge from the data.

Assay Development and Screening of Human DGAT1 Inhibitors with an LC/MS-Based Assay: Application of Mass Spectrometry for Large-Scale Primary Screening

Many attractive targets for therapeutic intervention are enzymes that catalyze biological reactions involving small molecules such as lipids, fatty acids, amino acid derivatives, nucleic acid derivatives, and cofactors. Some of the reactions are difficult to detect by methods commonly used in high-throughput screening (HTS) without specific radioactive or fluorescent labeling of substrates. In addition, there are instances when labeling has a detrimental effect on the biological response. Generally, applicable assay methodologies for detection of such reactions are thus required. Mass spectrometry (MS), being a label-free detection tool, has been actively pursued for assay detection in HTS in the past several years. The authors have explored the use of multiparallel liquid chromatography coupled with tandem mass spectrometry (LC/MS/MS) for high-throughput detection of biochemical reactions. In this report, we describe in detail the assay development and screening with a LC/MS-based system for inhibitors of human diacylglycerol acyltransferase (DGAT1) with a chemical library of approximately 800,000 compounds. Several strategies and process improvements have been investigated to overcome technical challenges such as data variation and throughput. Results indicated that, through these innovative approaches, the LC/MS-based screening method is both feasible and suitable for high-throughput primary screening.