High-throughput screening approaches for investigating drug metabolism and pharmacokinetics

1. High-throughput screening approaches have been adopted throughout the pharmaceutical industry to aid in the rapid discovery of new chemical entities. Because it is now well recognized that the selection of a robust candidate requires a balance of potency, safety and pharmacokinetics, the role of drug metabolism departments has widened from their traditional one of supporting drug development to include the screening of compounds during the discovery process. To put drug metabolism and pharmacokinetic (DMPK) studies in context, the evolving role of DMPK screening in the drug discovery strategy of pharmaceutical companies will be discussed and a generalized approach will be presented. 2. With the increasing numbers of compounds requiring screening, DMPK optimization methods have had to be adapted for high throughput. There have been many developments in this field over the past decade and this review will focus on the high-throughput DMPK screening methodologies used today and in the recent past. 3. In vitro and in silico (computer-based) methods have proven most amenable to high-throughput approaches and these will firm the bulk of the review, but some advances with in vivo methods will also be discussed. As there has been a vast increase in published material on the topic of high-throughput DMPK methodologies in the past 10 years, it would be impossible to cover every method in detail, so this review will concentrate on the key areas and refer the reader to other, more detailed reviews wherever possible. 4. Most high-throughput methods would not be possible without the enabling technologies of computing, automation, new sample preparation technologies, and highly sensitive and selective detection systems, and these will also be reviewed. 5. The advantages and disadvantages of the screening methods will be presented, in particular the issue of handling the false-positives and -negatives that arise. 6. In concluding the review, future developments in this field will be discussed along with key issues that will need to be addressed.     

Improved lead-finding for kinase targets using high-throughput docking

Protein kinases represent a major class of drug targets for the pharmaceutical industry, and the identification of kinase inhibitors with novel and diverse chemotypes is therefore a high priority. Virtual screening methods are a primary source for the discovery of lead molecules for drug development, with high-throughput docking algorithms being among the most extensively used of these methods. A number of developments in virtual screening technologies have resulted in more effective computer-based compound screening of potential kinase inhibitors. These developments include the following: (i) conformational search methods for pose generation; (ii) improvements in the prediction of protein-ligand binding energy through the use of scoring functions; (iii) the use of interaction filters for identifying ligand poses with known binding determinants; and (iv) the impact of binding site flexibility upon high-throughput docking success. This review discusses the application of these methods in the context of the discovery of kinase adenosine triphosphate antagonists.     

Advances in the identification of β-secretase inhibitors

Introduction: Alzheimer's disease (AD), which is characterized by progressive intellectual deterioration, is the most common cause of dementia. β-Secretase (or BACE1) expression is a trigger for amyloid β peptide formation, a cause of AD, and thus is a molecular target for the development of drugs against AD. Many BACE1 inhibitors have been identified by academic and pharmaceutical research groups and a number of advanced technologies in drug discovery have been applied to the drug discovery.

Areas covered: The purpose of this review is to present and discuss the methodologies used for BACE1 inhibitor drug discovery via substrate- and structure-based design, high-throughput screening and fragment-based drug design. The authors also review the advantages and disadvantages of these methodologies.

Expert opinion: Many BACE1 inhibitors have been designed using X-ray crystal structure-based drug design as well as through in silico screening. Nevertheless, there are serious problems with regards to deciding the best X-ray crystal structure for designing BACE1 inhibitors through computational approaches. There are two prominent configurations of BACE1 but there is still room for improvement. Future developments may make it possible to identify BACE1 inhibitors as potential drug candidates.     

Metabolism and toxicity of drugs. Two decades of progress in industrial drug metabolism

The science of drug metabolism and pharmacokinetics (DMPK) has developed significantly over the past 20 years, and its functional role in today's pharmaceutical industry has matured to the point where DMPK has become an indispensable discipline in support of drug discovery and development. While contributions to the lead optimization phase of discovery efforts have been particularly noteworthy in helping to select only the best drug candidates for entry into development, it should be recognized that the scope of DMPK spans the continuum of discovery through clinical evaluation and even into the post-marketing phase; as such, the breadth of DMPK's involvement is almost unique in contemporary pharmaceutical research. This perspective summarizes notable advances in the field, many of which have been made possible by technological developments in areas such as molecular biology, genetics, and bioanalytical chemistry, and highlights the critical nature of key partnerships between Drug Metabolism, Medicinal Chemistry, and Safety Assessment groups in attempting to advance drug candidates with a low potential for causing adverse events in humans. Finally, some speculative predictions are made of the future role of DMPK in pharmaceutical research, where current advances in our mechanistic understanding of the molecular processes that control the absorption, disposition, metabolism, elimination, and toxicity of drugs and their biotransformation products will combine to further enhance the impact of DMPK in drug discovery and development.     

Advances in predicting CYP-mediated drug interactions in the drug discovery setting

Advances in high-throughput screening methodologies, biological reagents and in silico techniques relating to cytochrome p450 (CYP)-mediated drug–drug interactions have led to reduced clinical attrition rates and to the development of safer therapeutics. Greater understanding of the impact of genetic variability and CYP induction on drug interactions, particularly for low therapeutic index drugs, has facilitated improved clinical study design. This review outlines recent developments using in vitro and in silico technologies to study CYP-mediated drug interactions and describes how those tools have been combined to drive improved candidate selection and in vivo predictions early in the drug discovery process.     

Imaged-based high-throughput screening for anti-angiogenic drug discovery

Recent developments in high-content screening (HCS) technologies make it an attractive alternative for anti-angiogenic drug discovery. HCS integrates high-throughput methodologies with automated multicolor fluorescence microscopy to collect quantitative morphological and molecular data from complex biological systems. Organotypic systems based on primary vascular cells model many facets of angiogenesis. The adaptation of these complex in vitro assay systems to high-throughput HCS formats with automated image acquisition enables large-scale chemical library screening campaigns. These HCS principles can be extended further to allow small molecule compounds in in vivo model organisms such as zebrafish. In this review we discuss the latest developments within automated image-based high-throughput screening of chemical libraries for anti-angiogenic compounds.     

Design of chemical libraries for screening

Importance of the field: The ultimate goal of discovery screening is to have a fast and cost-effective strategy to meet the demands of producing high-content lead series with improved prospects for clinical success. While high-throughput screening (HTS) dominates the drug discovery landscape, other processes and technologies have emerged, including high-content screening and fragment-based design to provide alternatives that may be more suitable for certain targets. There has been a growing interest in reducing the number of compounds to be screened to prevent the escalation in the costs, time and resources associated with HTS campaigns. Library design plays a central role in these efforts.

Areas covered in this review: This opinion provides a survey of some recent developments in the diversity based library design process, but within a historical context. In particular, the importance of chemotyping and substructure analysis and the challenges presented by novel lead discovery technologies that require the design of libraries for screening are discussed.

What the reader will gain: Readers will gain an appreciation of some developments in the field of library design and the factors that are driving the development of new library design technologies; specifically, challenges presented for chemoinformatics with the novel screening technologies in diversity based screening and compound filtering.

Take home message: Chemotyping and substrutural analysis are techniques that have been underutilized in the process of library design. However, they offer a direct way to evaluate libraries and have been successfully used to develop predictive methodologies. Tools are available to this end, but the full power of the approach has not been realized yet.     

A decade of fragment-based drug design: strategic advances and lessons learned

Since the early 1990s, several technological and scientific advances - such as combinatorial chemistry, high-throughput screening and the sequencing of the human genome - have been heralded as remedies to the problems facing the pharmaceutical industry. The use of these technologies in some form is now well established at most pharmaceutical companies; however, the return on investment in terms of marketed products has not met expectations. Fragment-based drug design is another tool for drug discovery that has emerged in the past decade. Here, we describe the development and evolution of fragment-based drug design, analyse the role that this approach can have in combination with other discovery technologies and highlight the impact that fragment-based methods have made in progressing new medicines into the clinic.     

Testing for drug-human serum albumin binding using fluorescent probes and other methods

ABSTRACT

Introduction: Drug plasma protein binding remains highly relevant to research and drug development, making the assessment and profiling of compound affinity to plasma proteins essential to drug discovery efforts. Although there are a number of fully-characterized methods, they lack the throughput to handle large numbers of compounds. As the evaluation of adsorption, distribution, metabolism, and excretion is addressed earlier in the drug development timeline, the need for higher-throughput methods has grown.

Areas Covered: This review will highlight recent developments on methods for profiling drug plasma binding, with an emphasis on fluorescent probes and emerging high-throughput methodologies.

Expert Opinion: There have been a number of high-throughput assays developed in recent years to meet the scaled up demands for compound profiling. Ultimately, the selection of assay technology relies on a number of factors, such as capabilities of the laboratory and the breadth and amount of data required. Fluorescent probe displacement assays are highly flexible and amenable to high-throughput screening, easily scaling up to handle large compound libraries. Recent developments in fluorescence technologies, such as homogenous time-resolved fluorescence and probes utilizing the aggregation-induced emission effect, have improved the sensitivity of these assays. Other technologies, such as microscale thermophoresis and quantitative structure-activity relationship modeling, are gaining popularity as alternative techniques for drug plasma protein binding characterization.     

High-throughput and in silico screenings in drug discovery

Background: In the current situation of weak drug pipelines, impending patent expiration of several blockbuster drugs, industry consolidation and changing business models that target special diseases like cancer, diabetes, Alzheimer's and obesity, the pharmaceutical industry is under intense pressure to generate a strong drug pipeline distinguished by better productivity, diversity and cost effectiveness. The goal is discovering high-quality leads in the initial stages of the development cycle, to minimize the costs associated with failures at later ones. Objective: Thus, there is a great amount of interest in further developing and optimizing high-throughput screening and in silico screening, the two methods responsible for generating most of the lead compounds. Although high-throughput screening is the predominant starting point for discovery programs, in silico methods have gradually made inroads by their more rational approach, to expedite the drug discovery and development process. Conclusion: Modern drug discovery strategies include both methods in tandem or in an iterative way. This review primarily provides a succinct overview and comparison of experimental and in silico screening techniques, selected case studies where both methods were used in concert to investigate their performance and complementary nature and a statement on the developments in experimental and in silico approaches in the near future.     

Rational approaches to natural-product-based drug design

Natural-product-based drug discovery has encountered significant challenges during the past decade. In recent years the pharmaceutical industry has placed low emphasis on natural-product-based drug discovery efforts because of an increasing reliance on newer technologies, such as combinatorial synthesis and high-throughput screening, and their associated approaches to drug discovery. However, recent natural-product-based lead-identifying strategies have successfully and rapidly integrated rational approaches that exploit and evolve the structural diversity provided by nature. These rational approaches include the application of structure- and ligand-based design, relationship building between biosynthetic enzymes and targets as well as within the target and natural product scaffold space, and biology-oriented synthesis-guided library design. This review focuses on the recent clinical and preclinical development of natural-product-based compounds derived from these rational approaches, and is organized according to disease areas as well as novel concepts that may provide a rational basis for future developments.     

Antimycotic Drug Discovery in the Age of Genomics

Genomic-based methodologies are increasingly used at all stages of drug development. The most extensive applications have occurred in early drug discovery stages due to advances in technologies that allow for automated synthesis and characterization of organic compounds, and for high-throughput screening of these molecules against known drug targets. The adaptation of genomic-based methodologies in later stages of drug development presents a more difficult task. In this review we describe how genomics can be used to identify previously uncharacterized pharmacologic actions that provide a basis for the development of new classes of antimycotic agents or for adverse event aversion. Clinically, novel antimycotics are gravely needed. This review provides a perspective on new technologies that will bridge the gap between drug discovery and development that may enable more rapid access to new antimycotic agents.     

Affinity-based screening techniques: their impact and benefit to increase the number of high quality leads

Importance of the field: The generation of new chemical leads as a starting point for drug development is a critical step in pharmaceutical drug discovery. High-throughput screening and the attached processes have rapidly evolved over the past few years to become one of the main sources for new leads by testing large compound libraries for activity against a target of interest in biochemical in vitro tests using the recombinant protein or cell-based assays. Very recently, the traditional functional assay read-out technologies are being complemented by biophysical methods which directly measure the physical interaction (affinity) between a low molecular weight compound and a target protein. These technologies are receiving increasing attention and application for affinity screening and increasingly complement and augment the more classical activity screens. Today, such biophysical techniques are applied in hit identification as well as later stages such as hit validation, optimization and lead optimization phase.

Areas covered in this review: This review focuses on the principle and application of selected affinity-based screening technologies, especially those which increasingly have been used in different phases of the lead finding process over the past few years. Furthermore, we highlight how throughput, robustness and information content of the discussed methods guide and determine their impact in lead finding and how to make the best use of them.

What the reader will gain: The reader will gain an insight into the very broad spectrum of biophysical affinity screening methods and its high potential to support the generation of new leads. As a consequence, the reader will be able to judge which affinity method is of advantage at a certain lead discovery phase.

Take home message: Biophysical methods are very powerful tools to identify new hits and/or validate/optimize a hit to a lead. Those technologies often offer novel ways of screening complementing available classical screening technologies. An integrated, holistic approach using the combination of functional read-out technologies with different biophysical methods enables a project team to efficiently promote and progress the most promising chemotypes.     

Utility of mass spectrometry for in-vitro ADME assays

A balance between pharmacological activity, safety and drug metabolism and pharmacokinetics (DMPK) attributes determines the fate of a new chemical entity (NCE) in drug discovery. Because of the increased number of NCEs requiring DMPK evaluation, several in vitro higher-throughput screens and counter screens designed to evaluate DMPK attributes have been introduced in drug discovery. The DMPK screens evaluate NCEs for potential absorption, metabolism, drug-drug interactions, brain penetration, protein binding and pharmacokinetics. Higher-throughput analytical methodologies for the determination of either a common end product of a screen or the parent compound (and/or possible metabolites) are essential for successful DMPK screens. Because of its speed, sensitivity and specificity, liquid chromatography-tandem mass spectrometry (LC-MS/MS) has become the technology of choice for sample analysis. In this review, several in vitro screening assays that we employ in drug discovery are discussed with an emphasis on LC-MS/MS role in accelerating them.     

Recent advances in inkjet dispensing technologies: applications in drug discovery

Introduction: Inkjet dispensing technology is a promising fabrication methodology widely applied in drug discovery. The automated programmable characteristics and high-throughput efficiency makes this approach potentially very useful in miniaturizing the design patterns for assays and drug screening. Various custom-made inkjet dispensing systems as well as specialized bio-ink and substrates have been developed and applied to fulfill the increasing demands of basic drug discovery studies. The incorporation of other modern technologies has further exploited the potential of inkjet dispensing technology in drug discovery and development.

Areas covered: This paper reviews and discusses the recent developments and practical applications of inkjet dispensing technology in several areas of drug discovery and development including fundamental assays of cells and proteins, microarrays, biosensors, tissue engineering, basic biological and pharmaceutical studies.

Expert opinion: Progression in a number of areas of research including biomaterials, inkjet mechanical systems and modern analytical techniques as well as the exploration and accumulation of profound biological knowledge has enabled different inkjet dispensing technologies to be developed and adapted for high-throughput pattern fabrication and miniaturization. This in turn presents a great opportunity to propel inkjet dispensing technology into drug discovery.     

Differential gene expression technologies for identifying surrogate markers of drug efficacy and toxicity

Advances in the rapidly evolving discipline of pharmacogenomics have forced the biotechnology and pharmaceutical industries to integrate differential gene expression profiling into their drug discovery and development strategies. Here we highlight the use of differential gene expression technologies for the elucidation of both drug efficacy and toxicity as well as novel candidate genes for pharmacogenetic analyses to assess individual variability to drug response. This will include an overview of the different technologies created to facilitate pharmacogenomic analyses and to highlight advantages and disadvantages of these emerging methodologies. Two high-throughput differential gene expression technologies, microarrays and GeneCalling^®, will be presented in detail.     

High-content screening: a new primary screening tool?

Given a pharmaceutical landscape in which fewer drugs are succeeding in reaching the market, pharmaceutical and biotechnological companies are seeking alternative screening methodologies that will be compatible with the large scale of current combinatorial chemical libraries. In this context, HCS has received considerable attention. Imaging technologies are playing an increasing role in the drug discovery and development process, and this role is projected to increase further in the future. Currently, these technologies are rarely applied in primary screening campaigns but, rather, are used in the processes that precede and follow primary screening. Imaging technologies are employed for target identification and validation, secondary screening, ADMET studies, and pharmacokinetic studies. Various labeling technologies are deployed for such imaging, including fluorescence, luminescence, PET and computer tomography (CT). This feature review discusses high-content analysis (HCA), including the HCS technology and methodology involved, and the future potential of HCA in the drug discovery process.     

Antibacterial drug discovery in the post-genomics era

Antibacterial research has evolved dramatically over the past five decades. Early work relied on serendipity of finding drug-like molecules, usually natural products that had desirable antibacterial and nontoxic properties without regard to mechanism of action. In the past decade, however, significant technological advances in the fields of genomics, molecular biology, high-throughput screening, and structural biochemistry have led to a fundamentally new paradigm in the pursuit of novel antibacterial agents. The new methods promise to lead to the discovery of novel drug-target pairs that will be useful in the continuing battle against drug-resistant bacterial infections. This review describes this new paradigm, the technologies on which it is based, and the current status of this approach in drug discovery.     

Automated sample preparation and LC-MS for high-throughput ADME quantification

Bioanalytical groups in the pharmaceutical industry provide quantitative data to support all stages of drug discovery. The increased use of 96-well plates and robotic liquid handling systems, the availability of robust triple quadruple mass spectrometers, and developments in chromatographic and samples preparation techniques, have all increased the rate at which this data can be generated. This review describes currently used methods and emerging technologies for automation of high-throughput quantitative bioanalysis. The focus is on recent applications of sample preparation and chromatography techniques compatible with detection by triple quadruple mass spectrometers.     

Virtual screening and its integration with modern drug design technologies

Drug discovery is a highly complex and costly process, which demands integrated efforts in several relevant aspects involving innovation, knowledge, information, technologies, expertise, R&D investments and management skills. The shift from traditional to genomics- and proteomics-based drug research has fundamentally transformed key R&D strategies in the pharmaceutical industry addressed to the design of new chemical entities as drug candidates against a variety of biological targets. Therefore, drug discovery has moved toward more rational strategies based on our increasing understanding of the fundamental principles of protein-ligand interactions. The combination of available knowledge of several 3D protein structures with hundreds of thousands of small-molecules have attracted the attention of scientists from all over the world for the application of structure- and ligand-based drug design approaches. In this context, virtual screening technologies have largely enhanced the impact of computational methods applied to chemistry and biology and the goal of applying such methods is to reduce large compound databases and to select a limited number of promising candidates for drug design. This review provides a perspective of the utility of virtual screening in drug design and its integration with other important drug discovery technologies such as high-throughput screening (HTS) and QSAR, highlighting the present challenges, limitations, and future perspectives in medicinal chemistry.