Development Of High-throughput Screening Assay Research Articles

Structure-Based Discovery of High-Affinity Small Molecule Ligands and Development of Tool Probes to Study the Role of Chitinase-3-Like Protein 1.

Chitinase-3-like-1 (CHI3L1), also known as YKL-40, is a glycoprotein linked to inflammation, fibrosis, and cancer. This study explored CHI3L1's interactions with various oligosaccharides using microscale thermophoresis (MST) and AlphaScreen (AS). These investigations guided the development of high-throughput screening assays to assess interference of small molecules in binding between CHI3L1 and biotinylated small molecules or heparan sulfate-based probes. Small molecule binders of YKL-40 were identified in our chitotriosidase inhibitors library with MST and confirmed through X-ray crystallography. Based on cocrystal structures of potent hit compounds with CHI3L1, small molecule probes 19 and 20 were designed for an AS assay. Structure-based optimization led to compounds 30 and 31 with nanomolar activities and drug-like properties. Additionally, an orthogonal AS assay using biotinylated heparan sulfate as a probe was developed. The compounds' affinity showed a significant correlation in both assays. These screening tools and compounds offer novel avenues for investigating the role of CHI3L1.

Drug Discovery for Adult Cardiomyocyte Regeneration: Opportunities and Challenges.

Significance: Cardiovascular disease is a major contributor to human mortality and morbidity. The cardiac tissue undergoes fibrotic healing after injury because of the limited regenerative capacity of adult mammalian cardiomyocyte (CM). Extensive research has been performed to identify therapeutic targets for CM regeneration, as the success of promoting adult human CM regeneration to repair the injured heart is considered the Holy Grail in the field. Recent Advances: To date, more than 30 target genes have been shown to regulate adult mammalian CM proliferation. More than 20 targets have been validated in adult mouse myocardial infarction (MI) model in a therapeutic setting. In this review, the translational efficacy readouts from 17 selected pharmaceutical targets are summarized, among which the Hippo-yes-associated protein (Yap) pathway is the most extensively investigated and fits the criteria for a promising target for pro-CM-regeneration therapy development. Critical Issues and Future Directions: As the pro-CM-regeneration potential of current drug treatment for cardiovascular patients is limited, to help identify and fill the gap between basic research and drug discovery in this specific field, details regarding target identification, validation in mouse MI models, high-throughput screening assay development, and preclinical in vivo efficacy model optimization are discussed. Finally, suggestions and recommendations are also provided to help establish a common guideline for in vivo translational studies for drug discovery focusing on CM regeneration. Antioxid. Redox Signal. 39, 1070-1087.

A Comparative Study on the Lysosomal Cation Channel TMEM175 Using Automated Whole-Cell Patch-Clamp, Lysosomal Patch-Clamp, and Solid Supported Membrane-Based Electrophysiology: Functional Characterization and High-Throughput Screening Assay Development.

The lysosomal cation channel TMEM175 is a Parkinson's disease-related protein and a promising drug target. Unlike whole-cell automated patch-clamp (APC), lysosomal patch-clamp (LPC) facilitates physiological conditions, but is not yet suitable for high-throughput screening (HTS) applications. Here, we apply solid supported membrane-based electrophysiology (SSME), which enables both direct access to lysosomes and high-throughput electrophysiological recordings. In SSME, ion translocation mediated by TMEM175 is stimulated using a concentration gradient at a resting potential of 0 mV. The concentration-dependent K+ response exhibited an I/c curve with two distinct slopes, indicating the existence of two conducting states. We measured H+ fluxes with a permeability ratio of PH/PK = 48,500, which matches literature findings from patch-clamp studies, validating the SSME approach. Additionally, TMEM175 displayed a high pH dependence. Decreasing cytosolic pH inhibited both K+ and H+ conductivity of TMEM175. Conversely, lysosomal pH and pH gradients did not have major effects on TMEM175. Finally, we developed HTS assays for drug screening and evaluated tool compounds (4-AP, Zn as inhibitors; DCPIB, arachidonic acid, SC-79 as enhancers) using SSME and APC. Additionally, we recorded EC50 data for eight blinded TMEM175 enhancers and compared the results across all three assay technologies, including LPC, discussing their advantages and disadvantages.

SARS-CoV-2 RNA-dependent RNA polymerase as a target for high-throughput drug screening.

The ongoing COVID-19 pandemic caused by the SARS-CoV-2 has necessitated rapid development of drug screening tools. RNA-dependent RNA polymerase (RdRp) is a promising target due to its essential functions in replication and transcription of viral genome. To date, through minimal RNA synthesizing machinery established from cryo-electron microscopystructural data, there has been development of high-throughput screening assays for directly screening inhibitors that target the SARS-CoV-2 RdRp. Here, we analyze and present verified techniques that could be used to discover potential anti-RdRp agents or repurposing of approved drugs to target the SARS-CoV-2 RdRp. In addition, we highlight the characteristics and application value of cell-free or cell-based assays in drug discovery.

Bioluminescence-Based Complementation Assay to Correlate Conformational Changes in Membrane-Bound Complexes with Enzymatic Function.

The proteomics field has undergone tremendous development with the introduction of many innovative methods for the identification and characterization of protein-protein interactions (PPIs). Sensitive and quantitative protein association-based techniques represent a versatile tool to probe the architecture of receptor complexes and receptor-ligand interactions and expand the drug discovery toolbox by facilitating high-throughput screening (HTS) approaches. These novel methodologies will be highly enabling for interrogation of structural determinants required for the activity of multimeric membrane-bound enzymes with unresolved crystal structure and for HTS assay development focused on unique characteristics of complex assembly instead of common catalytic features, thereby increasing specificity. We describe here an example of a binary luciferase reporter assay (NanoBiT®) to quantitatively assess the heterodimerization of the catalytically active NADPH oxidase 4 (NOX4) enzyme complex. The catalytic subunit NOX4 requires association with the protein p22phox for stabilization and enzymatic activity, but the precise manner by which these two membrane-bound proteins interact to facilitate hydrogen peroxide (H2O2) generation is currently unknown. The NanoBiT complementation reporter quantitatively determined the accurate, reduced, or failed complex assembly, which can then be confirmed by determining H2O2 release, protein expression, and heterodimer trafficking. Multimeric complex formation differs between NOX enzyme isoforms, facilitating isoform-specific, PPI-based drug screening in the future.

Development of high-throughput screening assays for profiling snake venom phospholipase A2 activity after chromatographic fractionation

Many organisms, ranging from plants to mammals, contain phospholipase A2 enzymes (PLA2s), which catalyze the production of lysophospholipids and fatty acid proinflammatory mediators. PLA2s are also common constituents of animal venoms, including bees, scorpions and snakes, and they cause a wide variety of toxic effects including neuro-, myo-, cyto-, and cardio-toxicity, anticoagulation and edema. The aim of this study was to develop a generic method for profiling enzymatically active PLA2s in snake venoms after chromatographic separation. For this, low-volume high-throughput assays for assessment of enzymatic PLA2 activity were evaluated and optimized. Subsequently, the assays were incorporated into a nanofractionation platform that combines high-resolution fractionation of crude venoms by liquid chromatography (LC) with bioassaying in 384-well plate format, and parallel mass spectrometric (MS) detection for toxin identification. The miniaturized assays developed are based on absorbance or fluorescence detection (respectively, using cresol red or fluorescein as pH indicators) to monitor the pH drop associated with free fatty acid formation by enzymatically active PLA2s. The methodology was demonstrated for assessment of PLA2 activity profiles of venoms from the snake species Bothrops asper, Echis carinatus, Echis coloratus, Echis ocellatus, Oxyuranus scutellatus and Daboia russelii russelii.

Chemically induced aneuploidy in germ cells. Part II of the report of the 2017 IWGT workgroup on assessing the risk of aneugens for carcinogenesis and hereditary diseases

As part of the 7th International Workshops on Genotoxicity Testing held in Tokyo, Japan in November 2017, a workgroup of experts reviewed and assessed the risk of aneugens for human health. The present manuscript is one of three manuscripts from the workgroup and reports on the unanimous consensus reached on the evidence for aneugens affecting germ cells, their mechanisms of action and role in hereditary diseases. There are 24 chemicals with strong or sufficient evidence for germ cell aneugenicity providing robust support for the ability of chemicals to induce germ cell aneuploidy. Interference with microtubule dynamics or inhibition of topoisomerase II function are clear characteristics of germ cell aneugens. Although there are mechanisms of chromosome segregation that are unique to germ cells, there is currently no evidence for germ cell-specific aneugens. However, the available data are heavily skewed toward chemicals that are aneugenic in somatic cells. Development of high-throughput screening assays in suitable animal models for exploring additional targets for aneuploidy induction, such as meiosis-specific proteins, and to prioritize chemicals for the potential to be germ cell aneugens is encouraged. Evidence in animal models support that: oocytes are more sensitive than spermatocytes and somatic cells to aneugens; exposure to aneugens leads to aneuploid conceptuses; and, the frequencies of aneuploidy are similar in germ cells and zygotes. Although aneuploidy in germ cells is a significant cause of infertility and pregnancy loss in humans, there is currently limited evidence that aneugens induce hereditary diseases in human populations because the great majority of aneuploid conceptuses die in utero. Overall, the present work underscores the importance of protecting the human population from exposure to chemicals that can induce aneuploidy in germ cells that, in contrast to carcinogenicity, is directly linked to an adverse outcome.

Chemical Kinetic Strategies for High-Throughput Screening of Protein Aggregation Modulators.

Insoluble aggregates staining positive to amyloid dyes are known histological hallmarks of different neurodegenerative disorders and of type II diabetes. Soluble oligomers are smaller assemblies whose formation prior to or concomitant with amyloid deposition has been associated to the processes of disease propagation and cell death. While the pathogenic mechanisms are complex and differ from disease to disease, both types of aggregates are important biological targets subject to intense investigation in academia and industry. Here we review recent advances in the fundamental understanding of protein aggregation that can be used on the development of anti-amyloid and anti-oligomerization drugs. Specifically, we pinpoint the chemical kinetic aspects that should be attended during the development of high-throughput screening assays and in the hit validation phase. The strategies here devised are expected to establish a connection between basic research and pharmaceutical innovation.

Development of High-Throughput Screening Assays for Inhibitors of ETS Transcription Factors

ETS transcription factors from the ERG and ETV1/4/5 subfamilies are overexpressed in the majority of prostate cancer patients and contribute to disease progression. Here, we have developed two in vitro assays for the interaction of ETS transcription factors with DNA that are amenable to high-throughput screening. Using ETS1 as a model, we applied these assays to screen 110 compounds derived from a high-throughput virtual screen. We found that the use of lower-affinity DNA binding sequences, similar to those that ERG and ETV1 bind to in prostate cells, allowed for higher inhibition from many of these test compounds. Further pilot experiments demonstrated that the in vitro assays are robust for ERG, ETV1, and ETV5, three of the ETS transcription factors that are overexpressed in prostate cancer.

Structural Basis for Binding of Fluorescent CMP-Neu5Ac Mimetics to Enzymes of the Human ST8Sia Family.

Polysialyltransferases synthesize polysialic acid on cell surface-expressed glycoconjugates, which is crucial for developing processes and signaling pathways in eukaryotes. Recent advances in cancer research have rendered polysialyltransferases important drug targets because polysialic acid contributes to cancer cell progression, metastasis, and treatment of resistant tumors. To aid the development of high-throughput screening assays for polysialyltransferase inhibitors, we demonstrate that a previously developed class of fluorescent CMP-sialic acid mimetics for sialyltransferases has nanomolar affinities for oligo- and polysialyltransferases and can be used for the rapid screening of new polysialyltransferase inhibitors. We demonstrate that these CMP-Neu5Ac mimetics inhibit polysialylation in vitro and perform cell culture experiments, where we observe reduced polysialylation of NCAM. Furthermore, we describe the structural basis of CMP-Neu5Ac mimetics binding to the human oligosialyltransferase ST8SiaIII and extrapolate why their affinity is high for human polysialyltransferases. Our results show that this novel class of compounds is a promising tool for the development of potent and selective drugs against polysialyltransferase activity.

Homogeneous Time-resolved Förster Resonance Energy Transfer-based Assay for Detection of Insulin Secretion.

The detection of insulin secretion is critical for elucidating mechanisms of regulated secretion as well as in studies of metabolism. Though numerous insulin assays have existed for decades, the recent advent of homogeneous time-resolved Förster Resonance Energy Transfer (HTRF) technology has significantly simplified these measurements. This is a rapid, cost-effective, reproducible, and robust optical assay reliant upon antibodies conjugated to bright fluorophores with long lasting emission which facilitates time-resolved Förster Resonance Energy Transfer. Moreover, HTRF insulin detection is amenable for the development of high-throughput screening assays. Here we use HTRF to detect insulin secretion in INS-1E cells, a rat insulinoma-derived cell line. This allows us to estimate basal levels of insulin and their changes in response to glucose stimulation. In addition, we use this insulin detection system to confirm the role of dopamine as a negative regulator of glucose-stimulated insulin secretion (GSIS). In a similar manner, other dopamine D2-like receptor agonists, quinpirole, and bromocriptine, reduce GSIS in a concentration-dependent manner. Our results highlight the utility of the HTRF insulin assay format in determining the role of numerous drugs in GSIS and their pharmacological profiles.

Functional Studies of Sodium Channels: From Target to Compound Identification.

Over the last six decades, voltage-gated sodium (Nav ) channels have attracted a great deal of scientific and pharmaceutical interest, driving fundamental advances in both biology and technology. The structure and physiological function of these channels have been extensively studied; clinical and genetic data have uncovered their implication in diseases such as epilepsy, arrhythmias, and pain, bringing them into focus as current and future drug targets. While different techniques have been established to record the activity of Nav channels, proper determination of their properties still presents serious challenges, depending upon the experimental conditions and the desired subtype of channel to be characterized. The aim of this unit is to review the characteristics of Nav channels, their properties, the cells in which they can be studied, and the currently available techniques. Topics covered include the determination of Nav -channel biophysical properties as well as the use of toxins to discriminate between subtypes using electrophysiological or optical methods. Perspectives on the development of high-throughput screening assays with their advantages and limitations are also discussed to allow a better understanding of the challenges encountered in voltage-gated sodium channel preclinical drug discovery. © 2016 by John Wiley & Sons, Inc.

227 - Development of high-throughput screening assay to identify inhibitors of diacylglycerol kinases (DGKs): Utilization of DGK assay panel for the selectivity profiling of inhibitors

227 - Development of high-throughput screening assay to identify inhibitors of diacylglycerol kinases (DGKs): Utilization of DGK assay panel for the selectivity profiling of inhibitors

Requirement of novel amino acid fragments of orphan nuclear receptor TR3/Nur77 for its functions in angiogenesis.

Pathological angiogenesis is a hallmark of many diseases. We demonstrated that TR3/Nur77 is an excellent target for pro-angiogenesis and anti-angiogenesis therapies. Here, we report that TR3 transcriptionally regulates endothelial cell migration, permeability and the formation of actin stress fibers that is independent of RhoA GTPase. 1) Amino acid residues 344-GRR-346 and de-phosphorylation of amino acid residue serine 351 in the DNA binding domain, and 2) phosphorylation of amino acid residues in the 41-61 amino acid fragment of the transactivation domain, of TR3 are required for its induction of the formation of actin stress fibers, cell proliferation, migration and permeability. The 41-61 amino acid fragment contains one of the three potential protein interaction motifs in the transactivation domain of TR3, predicted by computational modeling and analysis. These studies further our understanding of the molecular mechanism, by which TR3 regulates angiogenesis, identify novel therapeutic targeted sites of TR3, and set the foundation for the development of high-throughput screening assays to identify compounds targeting TR3/Nur77 for pro-angiogenesis and anti-angiogenesis therapies.

Using constitutive activity to define appropriate high-throughput screening assays for orphan g protein-coupled receptors.

Orphan G protein-coupled receptors represent an underexploited resource for drug discovery but pose a considerable challenge for assay development because their cognate G protein signaling pathways are often unknown. In this methodological chapter, we describe the use of constitutive activity, that is, the inherent ability of receptors to couple to their cognate G proteins in the absence of ligand, to inform the development of high-throughput screening assays for a particular orphan receptor. We specifically focus on a two-step process, whereby constitutive G protein coupling is first determined using yeast Gpa1/human G protein chimeras linked to growth and β-galactosidase generation. Coupling selectivity is then confirmed in mammalian cells expressing endogenous G proteins and driving accumulation of transcription factor-fused luciferase reporters specific to each of the classes of G protein. Based on these findings, high-throughput screening campaigns can be performed on the already miniaturized mammalian reporter system.

Osteoarthritis in a dish: the effects of pro-inflammatory cytokines on cartilage derived from induced pluripotent stem cells

Purpose: The pathogenesis of osteoarthritis (OA) is believed to involve the actions of pro-inflammatory cytokines such as interleukin 1 (IL-1). However, there are currently no disease-modifying OA drugs (DMOADs) available to combat joint degeneration. A major limitation to developing OA therapeutics is the availability of a high-throughput, patient-specific screening system. Induced pluripotent stem cells (iPSCs) provide an attractive cell source for this type of system, as they can be derived from a skin biopsy and can be expanded indefinitely in culture. Recent work in our lab has demonstrated that cartilage engineered from iPSCs can recapitulate many of the properties of native tissue. This approach can provide virtually unlimited quantities of genetically defined cartilage as a model system of OA, facilitating the development of high-throughput screening assays for DMOADs. The goal of this study was to examine the influence of IL-1α on iPSC-derived cartilage as an in vitro model of OA for drug screening. Methods: A multistep differentiation and purification protocol was used to derive high quality engineered cartilage from murine iPSCs derived from tail fibroblasts. Cells were first differentiated in micromasses using BMP-4 and then purified based on the collagen II promoter/enhancer driving GFP expression. Purified cells were expanded and then cultured as pellets for 3 wks in chondrogenic media containing dexamethasone and TGF-β3, producing a robust cartilaginous matrix. As a model of OA, pellets were cultured in standard media with IL-1α (0, 10, or 100 pg/ml, or 1 ng/ml). After 3 days of culture, the elastic modulus of the pellets was measured using atomic force microscopy, and the DNA, glycosaminoglycan (GAG), and collagen contents of the pellets were analyzed biochemically and histologically. Additionally, the media were collected and analyzed for matrix metalloproteinase (MMP) activity and GAG, nitric oxide (NO), and prostaglandin E2 (PGE2). Results: Treatment of iPSC neocartilage with IL-1α produced a clear degenerative response. MMP release was significantly increased in all treatment groups from a 27-fold increase at 10 pg to a 340-fold increase at 1 ng/ml (Fig. 1A). The increase in MMPs was associated with a significant loss of GAGs from the pellet into the media. IL-1α at a dose of 1 ng/ml increased the percentage of total GAG in the media from 19% to 61% (Fig. 1B). Similar trends were apparent for the production of NO and PGE2, with >6-fold increases at 1 ng/ml IL-1α. Histological analysis confirmed matrix degradation, with a dramatic decrease in sulfated GAG staining in the high treatment groups (Fig. 2A). IL-1α treatment at 1 ng/ml also resulted in a 68% decrease in the compressive modulus (Fig. 2B). Conclusions: iPSC-derived cartilage displayed a dramatic and dose-dependent catabolic response to IL-1α, similar to that of native cartilage. The observed matrix degradation, loss of mechanical properties, and production of inflammatory mediators were all consistent with an OA phenotype. This system also showed the ability to be tailored, as dose dependent responses of the pellets to IL-1α may be useful for modeling different stages of the disease or different joint space environments. This work provides an initial demonstration of the potential of iPSCs for creating patient-specific in vitro models of arthritis, which may facilitate the discovery of tailored OA therapeutics.Figure 2IL-1α induced degeneration of iPSC neocartilage. (A) Safranin-0 staining confirmed GAG loss from iPSC pellets at high IL-1α doses (positive staining is red, scale bar = 100 μm). (B) The compressive stiffness of iPSC-derived cartilage significantly decreased following IL-1α treatments above 100 pg/ml. Groups not connected by the same letter as statistically different with P < 0.05. Mean ±SEM.View Large Image Figure ViewerDownload Hi-res image Download (PPT)

High-Throughput Multiplexed Quantitation of Protein Aggregation and Cytotoxicity in a Huntington’s Disease Model

A hallmark of Huntington’s disease is the presence of a large polyglutamine expansion in the first exon of the Huntingtin protein and the propensity of protein aggregation by the mutant proteins. Aberrant protein aggregation also occurs in other polyglutamine expansion disorders, as well as in other neurodegenerative diseases including Parkinson’s, Alzheimer’s, and prion diseases. However, the pathophysiological role of these aggregates in the cell death that characterizes the diseases remains unclear. Identification of small molecule probes that modulate protein aggregation and cytotoxicity caused by aggregated proteins may greatly facilitate the studies on pathogenesis of these diseases and potentially lead to development of new therapies. Based on a detergent insoluble property of the Huntingtin protein aggregates, we have developed a homogenous assay to rapidly quantitate the levels of protein aggregates in a cellular model of Huntington’s disease. The protein aggregation assay has also been multiplexed with a protease release assay for the measurement of cytotoxicity resulting from aggregated proteins in the same cells. Through a testing screen of a compound library, we have demonstrated that this multiplexed cytotoxicity and protein aggregation assay has ability to identify active compounds that prevent cell death and/or modulate protein aggregation in cells of the Huntington’s disease model. Therefore, this multiplexed screening approach is also useful for development of high-throughput screening assays for other neurodegenerative diseases involving protein aggregation.

Large sample inference for an assay quality measure used in high‐throughput screening

AbstractThe Z′ factor, introduced by Zhang et al. (J. Biomol. Screening 1999; 4(10):67–73), is used extensively in drug discovery for evaluating the performance of high‐throughput screening (HTS) assays. These assays are time consuming and expensive. Important decisions regarding HTS assay development, validation and quality are often based solely on point estimates of Z′. Although it would be beneficial to have a confidence interval for Z′, it appears that a formal inferential procedure has not yet been proposed. We fill this gap in the literature by deriving a large sample interval estimator for Z′. Simulation studies found that the proposed confidence interval performed well with both independent and moderately correlated data. Our confidence interval is algebraically simple and amenable to spreadsheet programming. The new interval allows researchers to explicitly consider the variability of estimation when making decisions based on Z′. Copyright © 2010 John Wiley &amp; Sons, Ltd.

Further Comparison of Primary Hit Identification by Different Assay Technologies and Effects of Assay Measurement Variability

High-throughput screening (HTS) has grown rapidly in the past decade, with many advances in new assay formats, detection technologies, and laboratory automation. Recently, several studies have shown that the choice of assay technology used for the screening process is particularly important and can yield quite different primary screening outcomes. However, because the screening assays in these previous studies were performed in a single-point determination, it is not clear to what extent the difference observed in the screening results between different assay technologies is attributable to inherent assay variability and day-to-day measurement variation. To address this question, a nuclear receptor coactivator recruitment assay was carried out in 2 different assay formats, namely, AlphaScreen and time-resolved fluorescence resonance energy transfer, which probed the same biochemical binding events but with different detection technologies. For each assay format, 4 independent screening runs in a typical HTS setting were completed to evaluate the run-to-run screening variability. These multiple tests with 2 assay formats allow an unambiguous comparison between the discrepancies of different assay formats and the effects of the variability of assay and screening measurements on the screening outcomes. The results provide further support that the choice of assay format or technology is a critical factor in HTS assay development.

Beta galactosidase enzyme fragment complementation as a novel technology for high throughput screening.

In this review, the applications of beta galactosidase complementation are described. alpha Complementation is a naturally occurring process in bacteria and in engineered cells, and can also occur in eukaryotic cells. Two forms of alpha complementation have been used in high throughput screening (HTS), in which interacting fragments complement with either low or high affinity. Low affinity complementation is used to monitor protein protein interactions, such as those occurring in homodimerization of the epidermal growth factor receptor (EGFR), and provides a robust screen for detection of EGFR inhibitors. High affinity complementation provides the basis for several HTS assays, in which analytes, such as cAMP or IP(3), are detected in crude cell lysates. A development of the latter approach is protein labeling, providing for measurement of cell protein expression and trafficking. Collectively, the use of beta galactosidase complementation provides a novel and flexible technology for highly sensitive, homogeneous HTS assay development.