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1.
Toxicol In Vitro ; 68: 104928, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32622998

ABSTRACT

Drug-induced gastrointestinal toxicity (GIT) is a common treatment-emergent adverse event that can negatively impact dosing, thereby limiting efficacy and treatment options for patients. An in vitro assay of GIT is needed to address patient variability, mimic the microphysiology of the gut, and accurately predict drug-induced GIT. Primary human ileal organoids (termed 'enteroids') have proven useful for stimulating intestinal stem cell proliferation and differentiation to multiple cell types present in the gut epithelium. Enteroids have enabled characterization of gut biology and the signaling involved in the pathogenesis of disease. Here, enteroids were differentiated from four healthy human donors and assessed for culture duration-dependent differentiation status by immunostaining for gut epithelial markers lysozyme, chromogranin A, mucin, and sucrase isomaltase. Differentiated enteroids were evaluated with a reference set of 31 drugs exhibiting varying degrees of clinical incidence of diarrhea, a common manifestation of GIT that can be caused by drug-induced thinning of the gut epithelium. An assay examining enteroid viability in response to drug treatment demonstrated 90% accuracy for recapitulating the incidence of drug-induced diarrhea. The human enteroid viability assay developed here presents a promising in vitro model for evaluating drug-induced diarrhea.


Subject(s)
Diarrhea/chemically induced , Ileum , Models, Biological , Organoids , Drug-Related Side Effects and Adverse Reactions , Humans , Pharmaceutical Preparations
2.
Lab Chip ; 20(7): 1177-1190, 2020 04 07.
Article in English | MEDLINE | ID: mdl-32129356

ABSTRACT

Drug-induced gastrointestinal toxicities (DI-GITs) are among the most common adverse events in clinical trials. High prevalence of DI-GIT has persisted among new drugs due in part to the lack of robust experimental tools to allow early detection or to guide optimization of safer molecules. Developing in vitro assays for the leading GI toxicities (nausea, vomiting, diarrhoea, constipation, and abdominal pain) will likely involve recapitulating complex physiological properties that require contributions from diverse cell/tissue types including epithelial, immune, microbiome, nerve, and muscle. While this stipulation may be beyond traditional 2D monocultures of intestinal cell lines, emerging 3D GI microtissues capture interactions between diverse cell and tissue types. These interactions give rise to microphysiologies fundamental to gut biology. For GI microtissues, organoid technology was the breakthrough that introduced intestinal stem cells with the capability of differentiating into each of the epithelial cell types and that self-organize into a multi-cellular tissue proxy with villus- and crypt-like domains. Recently, GI microtissues generated using miniaturized devices with microfluidic flow and cyclic peristaltic strain were shown to induce Caco2 cells to spontaneously differentiate into each of the principle intestinal epithelial cell types. Second generation models comprised of epithelial organoids or microtissues co-cultured with non-epithelial cell types can successfully reproduce cross-'tissue' functional interactions broadening the potential of these models to accurately study drug-induced toxicities. A new paradigm in which in vitro assays become an early part of GI safety assessment could be realized if microphysiological systems (MPS) are developed in alignment with drug-discovery needs. Herein, approaches for assessing GI toxicity of pharmaceuticals are reviewed and gaps are compared with capabilities of emerging GI microtissues (e.g., organoids, organ-on-a-chip, transwell systems) in order to provide perspective on the assay features needed for MPS models to be adopted for DI-GIT assessment.


Subject(s)
Microfluidics , Organoids , Caco-2 Cells , Humans , Intestinal Mucosa , Intestines
3.
Chem Res Toxicol ; 33(1): 125-136, 2020 01 21.
Article in English | MEDLINE | ID: mdl-31840498

ABSTRACT

Kinase inhibitors have transformed the treatment of many cancers and are showing the same promise for other indications including inflammatory diseases. This class of drugs is one of the most predominant in the pharmaceutical industry, but development and clinical utility is often limited by a broad spectrum of cardiovascular (CV) toxicities including QT prolongation and arrhythmia, left ventricular dysfunction, congestive heart failure, ischemia and myocardial infarction, and hypertension. In this review article, we provide a broad overview of the spectrum of CV events detected in clinical trials of kinase inhibitors and the known and proposed on- and off-target links between kinase inhibitor targets and these specific cardiotoxicities. We also examine the unique features of kinase inhibitors that have impeded complete mechanistic understanding of kinase inhibitor-associated cardiotoxicities and contributed to the disconnect between preclinical predictions and clinical findings. We then discuss various in vitro models currently in use that are amenable for high-throughput screening as well as lower throughput models that are valuable for mechanistic insight. These physiologically relevant models, together with newer "omic"-wide approaches will help to increase our understanding of the mechanisms underlying kinase inhibitor-associated cardiotoxicity and enable rational design of kinase inhibitors in the future.


Subject(s)
Cardiotoxicity/etiology , Protein Kinase Inhibitors/adverse effects , Animals , Drug Evaluation, Preclinical , High-Throughput Screening Assays , Humans
4.
Toxicol Sci ; 168(1): 3-17, 2019 03 01.
Article in English | MEDLINE | ID: mdl-30364994

ABSTRACT

Drug-induced gastrointestinal toxicities (GITs) rank among the most common clinical side effects. Preclinical efforts to reduce incidence are limited by inadequate predictivity of in vitro assays. Recent breakthroughs in in vitro culture methods support intestinal stem cell maintenance and continual differentiation into the epithelial cell types resident in the intestine. These diverse cells self-assemble into microtissues with in vivo-like architecture. Here, we evaluate human GI microtissues grown in transwell plates that allow apical and/or basolateral drug treatment and 96-well throughput. Evaluation of assay utility focused on predictivity for diarrhea because this adverse effect correlates with intestinal barrier dysfunction which can be measured in GI microtissues using transepithelial electrical resistance (TEER). A validation set of widely prescribed drugs was assembled and tested for effects on TEER. When the resulting TEER inhibition potencies were adjusted for clinical exposure, a threshold was identified that distinguished drugs that induced clinical diarrhea from those that lack this liability. Microtissue TEER assay predictivity was further challenged with a smaller set of drugs whose clinical development was limited by diarrhea that was unexpected based on 1-month animal studies. Microtissue TEER accurately predicted diarrhea for each of these drugs. The label-free nature of TEER enabled repeated quantitation with sufficient precision to develop a mathematical model describing the temporal dynamics of barrier damage and recovery. This human 3D GI microtissue is the first in vitro assay with validated predictivity for diarrhea-inducing drugs. It should provide a platform for lead optimization and offers potential for dose schedule exploration.


Subject(s)
Diarrhea/chemically induced , Drug Evaluation/methods , Drug-Related Side Effects and Adverse Reactions , Epithelial Cells/physiology , Epithelial Cells/ultrastructure , Caco-2 Cells , Cell Differentiation , Electric Impedance , Humans , Pharmaceutical Preparations , Primary Cell Culture
5.
Toxicol Sci ; 158(1): 213-226, 2017 07 01.
Article in English | MEDLINE | ID: mdl-28453775

ABSTRACT

Many drugs designed to inhibit kinases have their clinical utility limited by cardiotoxicity-related label warnings or prescribing restrictions. While this liability is widely recognized, designing safer kinase inhibitors (KI) requires knowledge of the causative kinase(s). Efforts to unravel the kinases have encountered pharmacology with nearly prohibitive complexity. At therapeutically relevant concentrations, KIs show promiscuity distributed across the kinome. Here, to overcome this complexity, 65 KIs with known kinome-scale polypharmacology profiles were assessed for effects on cardiomyocyte (CM) beating. Changes in human iPSC-CM beat rate and amplitude were measured using label-free cellular impedance. Correlations between beat effects and kinase inhibition profiles were mined by computation analysis (Matthews Correlation Coefficient) to identify associated kinases. Thirty kinases met criteria of having (1) pharmacological inhibition correlated with CM beat changes, (2) expression in both human-induced pluripotent stem cell-derived cardiomyocytes and adult heart tissue, and (3) effects on CM beating following single gene knockdown. A subset of these 30 kinases were selected for mechanistic follow up. Examples of kinases regulating processes spanning the excitation-contraction cascade were identified, including calcium flux (RPS6KA3, IKBKE) and action potential duration (MAP4K2). Finally, a simple model was created to predict functional cardiotoxicity whereby inactivity at three sentinel kinases (RPS6KB1, FAK, STK35) showed exceptional accuracy in vitro and translated to clinical KI safety data. For drug discovery, identifying causative kinases and introducing a predictive model should transform the ability to design safer KI medicines. For cardiovascular biology, discovering kinases previously unrecognized as influencing cardiovascular biology should stimulate investigation of underappreciated signaling pathways.


Subject(s)
Heart/drug effects , Protein Kinase Inhibitors/toxicity , Calcium/metabolism , Humans , Induced Pluripotent Stem Cells/drug effects , Induced Pluripotent Stem Cells/enzymology , Myocytes, Cardiac/cytology , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/enzymology , Myocytes, Cardiac/metabolism , Protein Kinases/metabolism , Reverse Transcriptase Polymerase Chain Reaction
6.
Cardiovasc Toxicol ; 15(2): 127-39, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25134468

ABSTRACT

Cardiovascular (CV) toxicity is a leading cause of drug attrition and withdrawal. Introducing in vitro assays with higher throughput should permit earlier CV hazard identification and enable medicinal chemists to design-out liabilities. Heretofore, development of in vitro CV assays has been limited by the challenge of replicating integrated cardiovascular physiology while achieving the throughput and consistency required for screening. These challenges appear to be met with a combination of human stem cell-derived cardiomyocytes (CM) which beat spontaneously and monitoring the response with technology that can assess drug-induced changes in voltage dependent contraction such as cellular impedance which has been validated with excellent predictivity for drug-induced arrhythmia and contractility. Here, we review advances in cardiomyocyte impedance with emphasis on stem cell-derived cardiomyocyte models for toxicity screening. Key perspectives include: the electrical principles of impedance technology, impedance detection of cardiomyocyte beating, beat parameter selection/analysis, validation in toxicity and drug discovery, and future directions. As a conclusion, an in vitro screening cascade is proffered using the downstream, inclusive detection of CM impedance assays as a primary screen followed by complementary CM assays chosen to enable mechanism-appropriate follow-up. The combined approach will enhance testing for CV liabilities prior to traditional in vivo models.


Subject(s)
Cardiotoxins/toxicity , Myocytes, Cardiac/drug effects , Stem Cells/drug effects , Animals , Cardiotoxicity/diagnosis , Cardiotoxicity/pathology , Cells, Cultured , Dose-Response Relationship, Drug , Drug Evaluation, Preclinical/methods , Electric Impedance , Humans , Myocardial Contraction/drug effects , Myocardial Contraction/physiology , Myocytes, Cardiac/pathology , Myocytes, Cardiac/physiology , Stem Cells/pathology , Stem Cells/physiology
7.
Toxicol Sci ; 142(2): 331-8, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25237062

ABSTRACT

Cardiovascular toxicity, a prominent reason for late-stage failures in drug development, has resulted in a demand for in vitro assays that can predict this liability in early drug discovery. Current in vitro cardiovascular safety testing primarily focuses on ion channel modulation and low throughput cardiomyocyte (CM) contractility measurements. We evaluated both human induced pluripotent stem cell-derived CMs (hiPSC-CMs) and rat neonatal CMs (rat CMs) on the xCELLigence Cardio system which uses impedance technology to quantify CM beating properties in a 96-well format. Forty-nine compounds were tested in concentration-response mode to determine potency for modulation of CM beating, a surrogate biomarker for contractility. These compounds had previously been tested in vivo and in a low throughput in vitro optical-based contractility assay that measures sarcomere shortening in electrically paced dog CMs. In comparison with in vivo contractility effects, hiPSC-CM impedance had assay sensitivity, specificity, and accuracy values of 90%, 74%, and 82%, respectively. These values compared favorably to values reported for the dog CM optical assay (83%, 84%, and 82%) and were slightly better than impedance using rat CMs (77%, 74%, and 74%). The potency values from the hiPSC-CM and rat CM assays spanned four orders of magnitude and correlated with values from the dog CM optical assay (r(2 )= 0.76 and 0.70, respectively). The Cardio system assay has >5× higher throughput than the optical assay. Thus, hiPSC-CM impedance testing can help detect the human cardiotoxic potential of novel therapeutics early in drug discovery, and if a hazard is identified, has sufficient throughput to support the design-make-test-analyze cycle to mitigate this liability.


Subject(s)
Drug-Related Side Effects and Adverse Reactions , Induced Pluripotent Stem Cells/drug effects , Myocardial Contraction/drug effects , Myocytes, Cardiac/drug effects , Pharmaceutical Preparations/analysis , Animals , Animals, Newborn , Cardiotoxicity , Dogs , Dose-Response Relationship, Drug , Drug Discovery , Drug-Related Side Effects and Adverse Reactions/pathology , Drug-Related Side Effects and Adverse Reactions/physiopathology , Electric Impedance , High-Throughput Screening Assays , Humans , Induced Pluripotent Stem Cells/cytology , Myocytes, Cardiac/pathology , Myocytes, Cardiac/physiology , Predictive Value of Tests , Rats , Sarcomeres/drug effects , Sarcomeres/pathology
8.
Toxicol Sci ; 135(2): 402-13, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23897988

ABSTRACT

Cardiovascular (CV) toxicity is a leading contributor to drug attrition. Implementing earlier testing has successfully reduced human Ether-à-go-go-Related Gene-related arrhythmias. How- ever, analogous assays targeting functional CV effects remain elusive. Demand to address this gap is particularly acute for kinase inhibitors (KIs) that suffer frequent CV toxicity. The drug class also presents some particularly challenging requirements for assessing functional CV toxicity. Specifically, an assay must sense a downstream response that integrates diverse kinase signaling pathways. In addition, sufficient throughput is essential for handling inherent KI nonselectivity. A new opportunity has emerged with cellular impedance technology, which detects spontaneous beating cardiomyocytes. Impedance assays sense morphology changes downstream of cardiomyocyte contraction. To evaluate cardiomyocyte impedance assays for KI screening, we investigated two distinct KI classes where CV toxicity was discovered late and target risks remain unresolved. Microtubule-associated protein/microtubule affinity regulating kinase (MARK) inhibitors decrease blood pressure in dogs, whereas checkpoint kinase (Chk) inhibitors (AZD7762, SCH900776) exhibit dose-limiting CV toxicities in clinical trials. These in vivo effects manifested in vitro as cardiomyocyte beat cessation. MARK effects were deemed mechanism associated because beat inhibition potencies correlated with kinase inhibition, and gene knockdown and microtubule-targeting agents suppressed beating. MARK inhibitor impedance and kinase potencies aligned with rat blood pressure effects. Chk inhibitor effects were judged off-target because Chk and beat inhibition potencies did not correlate and knockdowns did not alter beating. Taken together, the data demonstrate that cardiomyocyte impedance assays can address three unmet needs-detecting KI functional cardiotoxicity in vitro, determining mechanism of action, and supporting safety structure-activity relationships.


Subject(s)
Cardiovascular System/drug effects , Drug Evaluation, Preclinical , Protein Kinase Inhibitors/pharmacology , Animals , Dogs , Male , Mitogen-Activated Protein Kinases/antagonists & inhibitors , Mitogen-Activated Protein Kinases/metabolism , Rats , Rats, Wistar
9.
Toxicol Lett ; 219(1): 49-58, 2013 May 10.
Article in English | MEDLINE | ID: mdl-23470867

ABSTRACT

Predicting human safety risks of novel xenobiotics remains a major challenge, partly due to the limited availability of human cells to evaluate tissue-specific toxicity. Recent progress in the production of human induced pluripotent stem cells (hiPSCs) may fill this gap. hiPSCs can be continuously expanded in culture in an undifferentiated state and then differentiated to form most cell types. Thus, it is becoming technically feasible to generate large quantities of human cell types and, in combination with relatively new detection methods, to develop higher-throughput in vitro assays that quantify tissue-specific biological properties. Indeed, the first wave of large scale hiSC-differentiated cell types including patient-derived hiPSCS are now commercially available. However, significant improvements in hiPSC production and differentiation processes are required before cell-based toxicity assays that accurately reflect mature tissue phenotypes can be delivered and implemented in a cost-effective manner. In this review, we discuss the promising alignment of hiPSCs and recently emerging technologies to quantify tissue-specific functions. We emphasize liver, cardiovascular, and CNS safety risks and highlight limitations that must be overcome before routine screening for toxicity pathways in hiSC-derived cells can be established.


Subject(s)
Drug Discovery/methods , Induced Pluripotent Stem Cells , Toxicity Tests/methods , Cell Culture Techniques , Central Nervous System/cytology , Central Nervous System/drug effects , Drug Evaluation, Preclinical , Humans , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/drug effects , Liver/cytology , Liver/drug effects , Myocytes, Cardiac/cytology , Myocytes, Cardiac/drug effects , Regenerative Medicine/trends
10.
Assay Drug Dev Technol ; 10(6): 525-32, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22574652

ABSTRACT

Cardiovascular toxicity is a leading contributor to drug withdrawal and late-stage attrition. Earlier and broader screening is a validated approach to build-in cardiovascular safety as demonstrated with human Ether-à-go-go-related gene (hERG) screening to reduce drug-induced arrhythmia. There is an urgent need for novel in vitro assays to address other mechanistic aspects of cardiovascular function, including contractility, heart rate, toxicity, hypertrophy, and non-hERG arrhythmia. Recent advances in label-free cellular impedance technology now enable tracking of spontaneous, synchronized beating of cultured cardiomyocytes. Analysis of beating allows integrated detection that is downstream of electrical and mechanical aspects of contraction. Here, we evaluate impedance-based cardiomyocyte responses against criteria required for drug screening. The throughput and sensitivity allowed for rapid assay development. Critical variables for rat neonatal cardiomyocyte assays included cell density and serum levels. Once optimized, consistent, stable beating for at least 3 days was straight-forward to achieve. In tests of compounds spanning a breadth of target classes, the potency values showed excellent precision, wide dynamic range, and consistency across multiple experiments. Cardiomyocyte impedance assays can extract multiple beat-related parameters. In these experiments, rate, amplitude, and rise slope were examined and each yielded acceptable precision. Potency values calculated by beat rate and amplitude were highly correlated for most compounds although selected compounds displayed unique profiles indicative of different mechanisms. Tests with known cardiovascular active drugs revealed concordance with clinical findings. Thus, impedance assays combine novel features including sensitivity to contractile activity, versatile data analysis, and robust/translatable data in a format with sufficient throughput to become a valuable addition to the cardiovascular in vitro screening arsenal.


Subject(s)
Drug Evaluation, Preclinical/methods , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/physiology , Animals , Animals, Newborn , Biological Assay/methods , Cardiovascular Agents/pharmacology , Cells, Cultured , Culture Media , Data Interpretation, Statistical , Dimethyl Sulfoxide/pharmacology , Electric Impedance , Ether-A-Go-Go Potassium Channels/genetics , Heart Rate/drug effects , Myocardial Contraction/drug effects , Patch-Clamp Techniques , Rats , Rats, Wistar , Structure-Activity Relationship
11.
Eur J Pharmacol ; 661(1-3): 27-34, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-21539838

ABSTRACT

The κ-opioid receptor plays a central role in mediating the response to stressful life events. Inhibiting κ-opioid receptor signaling is proposed as a mechanism for treating stress-related conditions such as depression and anxiety. Preclinical testing consistently confirms that disruption of κ-opioid signaling is efficacious in animal models of mood disorders. However, concerns about the feasibility of developing antagonists into drugs stem from an unusual pharmacodynamic property of prototypic κ-opioid receptor-selective antagonists; they inhibit receptor signaling for weeks to months after a single dose. Several fundamental questions include - is it possible to identify short-acting antagonists; is long-lasting inhibition necessary for efficacy; and is it safe to develop long-acting antagonists in the clinic. Here, we test representative compounds (AZ-ECPC, AZ-MTAB, and LY-DMPF) from three new chemical series of κ-opioid receptor ligands for long-lasting inhibition. Each compound dose-dependently reversed κ-opioid agonist-induced diuresis. However, unlike the prototypic antagonist, nBNI, which fully inhibited evoked diuresis for at least four weeks, the new compounds showed no inhibition after one week. The two compounds with greater potency and selectivity were tested in prenatally-stressed rats on the elevated plus maze, an exploration-based model of anxiety. Spontaneous exploration of open arms in the elevated plus maze was suppressed by prenatal stress and restored with both compounds. These findings indicate that persistent inhibition is not an inherent property of κ-opioid-selective antagonists and that post-stress dosing with transient inhibitors can be effective in a mood disorder model. This further supports κ-opioid receptor as a promising target for developing novel psychiatric medications.


Subject(s)
Anti-Anxiety Agents/pharmacology , Receptors, Opioid, kappa/antagonists & inhibitors , Animals , Anti-Anxiety Agents/therapeutic use , Behavior, Animal/drug effects , Diuresis/drug effects , Drug Evaluation, Preclinical , Inhibition, Psychological , Male , Maze Learning/drug effects , Rats , Rats, Sprague-Dawley , Stress, Psychological/drug therapy , Stress, Psychological/physiopathology , Time Factors
12.
Bioorg Med Chem Lett ; 20(18): 5405-10, 2010 Sep 15.
Article in English | MEDLINE | ID: mdl-20719509

ABSTRACT

Further structure activity relationship studies on a previously reported 8-azabicyclo[3.2.1]octan-3-yloxy-benzamide series of potent and selective kappa opioid receptor antagonists is discussed. Modification of the pendant N-substitution to include a cyclohexylurea moiety produced analogs with greater in vitro opioid and hERG selectivity such as 12 (kappa IC50=172 nM, mu:kappa ratio=93, delta:kappa ratio=>174, hERG IC50=>33 microM). Changes to the linker conformation and identity as well as to the benzamide ring moiety were also investigated.


Subject(s)
Antidepressive Agents/chemistry , Antidepressive Agents/pharmacology , Benzamides/chemistry , Benzamides/pharmacology , Receptors, Opioid, kappa/antagonists & inhibitors , Receptors, Opioid, kappa/metabolism , Animals , Antidepressive Agents/chemical synthesis , Antidepressive Agents/pharmacokinetics , Benzamides/chemical synthesis , Benzamides/pharmacokinetics , Brain/metabolism , Bridged Bicyclo Compounds/chemical synthesis , Bridged Bicyclo Compounds/chemistry , Bridged Bicyclo Compounds/pharmacokinetics , Bridged Bicyclo Compounds/pharmacology , Depressive Disorder, Major/drug therapy , Humans , Microsomes, Liver/metabolism , Rats , Structure-Activity Relationship
13.
Bioorg Med Chem Lett ; 20(19): 5847-52, 2010 Oct 01.
Article in English | MEDLINE | ID: mdl-20727752

ABSTRACT

Initial high throughput screening efforts identified highly potent and selective kappa opioid receptor antagonist 3 (κ IC(50)=77 nM; µ:κ and δ:κ IC(50) ratios>400) which lacked CNS exposure in vivo. Modification of this scaffold resulted in development of a series of 8-azabicyclo[3.2.1]octan-3-yloxy-benzamides showing potent and selectivity κ antagonism as well as good brain exposure. Analog 6c (κ IC(50)=20 nM; µ:κ=36, δ:κ=415) was also shown to reverse κ-agonist induced rat diuresis in vivo.


Subject(s)
Benzamides/chemistry , Receptors, Opioid, kappa/antagonists & inhibitors , Tropanes/chemistry , Animals , Benzamides/chemical synthesis , Benzamides/pharmacokinetics , Cell Line, Tumor , Diuresis/drug effects , Drug Evaluation, Preclinical , High-Throughput Screening Assays , Humans , Microsomes, Liver/metabolism , Rats , Receptors, Opioid, kappa/metabolism , Structure-Activity Relationship , Tropanes/chemical synthesis , Tropanes/pharmacokinetics
14.
Drug Discov Today ; 15(17-18): 704-16, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20601093

ABSTRACT

A new class of instruments offers an unprecedented combination of label-free detection with exquisite sensitivity to live-cell responses. These instruments can quantify G-protein-coupled receptor (GPCR) signaling through G(s), G(i) and G(q) pathways and in some cases distinguish G-protein coupling, with sensitivity high enough to detect endogenous receptors. Here, we review emerging data evaluating impedance- and optical-based label-free instruments for GPCR drug discovery. In comparison with traditional GPCR assays, we highlight strengths, weaknesses and future opportunities for label-free biosensors. The ability to qualitatively distinguish G-protein coupling has groundbreaking potential for assessing functional selectivity, a concept that is changing the way GPCR pharmacology is defined and screening strategies are designed.


Subject(s)
Biological Assay/instrumentation , Biosensing Techniques/instrumentation , Drug Discovery/instrumentation , Receptors, G-Protein-Coupled/drug effects , Animals , Drug Discovery/methods , Humans
15.
Assay Drug Dev Technol ; 8(2): 219-27, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20085460

ABSTRACT

The diversity and impact of label-free technologies continues to expand in drug discovery. Two classes of label-free instruments, using either an electrical impedance-based or an optical-based biosensor, are now available for investigating the effects of ligands on cellular targets. Studies of GPCR function have been especially prominent with these instruments due to the importance of this target class in drug discovery. Although both classes of biosensors share similar high sensitivity to changes in cell shape and structure, it is unknown whether these biosensors yield similar results when comparing the same GPCR response. Furthermore, since cell morphology changes induced by GPCRs differ depending on which G-protein is activated, there is potential for these instruments to have differential sensitivities to G-protein signaling. Here 1 impedance (CellKey)- and 2 optical-based instruments (BIND and Epic) are compared using Gi-coupled (ACh M2), Gq-coupled (ACh M1), and Gs-coupled (CRF1) receptors. All 3 instruments were robust in agonist and antagonist modes yielding comparable potencies and assay variance. Both the impedance and optical biosensors showed similar high sensitivity for detecting an endogenous D1/D5 receptor response and a melanocortin-4 receptor inverse agonist (agouti-related protein). The impedance-based biosensor was uniquely able to qualitatively distinguish G-protein coupling and reveal dual signaling by CRF1. Finally, responses with a ligand-gated ion channel, TRPV1, were similarly detectable in each instrument. Thus, despite some differences, both impedance- and optical-based platforms offer robust live-cell, label-free assays well suited to drug discovery and typically yield similar pharmacological profiles for GPCR ligands.


Subject(s)
Biological Assay/methods , Biosensing Techniques , Drug Evaluation, Preclinical/methods , Animals , CHO Cells , Cells , Corticotropin-Releasing Hormone/pharmacology , Cricetinae , Cricetulus , Culture Media , Dose-Response Relationship, Drug , Drug Discovery , Humans , Muscarinic Agonists/chemistry , Muscarinic Agonists/pharmacology , Receptor, Muscarinic M1/agonists , Receptor, Muscarinic M2/agonists , Receptors, G-Protein-Coupled/agonists , Receptors, G-Protein-Coupled/antagonists & inhibitors , Receptors, G-Protein-Coupled/metabolism , Reproducibility of Results , Signal Transduction/drug effects , TRPV Cation Channels/agonists
16.
J Biomol Screen ; 14(3): 246-55, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19211780

ABSTRACT

G-protein-coupled receptors can couple to different signal transduction pathways in different cell types (termed cell-specific signaling) and can activate different signaling pathways depending on the receptor conformation(s) stabilized by the activating ligand (functional selectivity). These concepts offer potential for developing pathway-specific drugs that increase efficacy and reduce side effects. Despite significant interest, functional selectivity has been difficult to exploit in drug discovery, in part due to the burden of multiple assays. Cellular impedance assays use an emerging technology that can qualitatively distinguish Gs, Gi/o, and Gq signaling in a single assay and is thereby suited for studying these pharmacological concepts. Cellular impedance confirmed cell-specific Gs and Gq coupling for the melanocortin-4 receptor and dual Gi and Gs signaling with the cannabinoid-1 (CB1) receptor. The balance of Gi versus Gs signaling depended on the cell line. In CB1-HEKs, Giand Gs-like responses combined to yield a novel impedance profile demonstrating the dynamic nature of these traces. Cellspecific signaling was observed with endogenous D1 receptor in U-2 cells and SK-N-MC cells, yet the pharmacological profile of partial and full agonists was similar in both cell lines. We conclude that the dynamic impedance profile encodes valuable relative signaling information and is sufficiently robust to help evaluate cell-specific signaling and functional selectivity.


Subject(s)
Biological Assay/methods , GTP-Binding Protein alpha Subunits, Gi-Go/metabolism , GTP-Binding Protein alpha Subunits, Gq-G11/metabolism , GTP-Binding Protein alpha Subunits, Gs/metabolism , Receptors, G-Protein-Coupled/metabolism , Animals , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , CHO Cells , Cell Culture Techniques , Cell Line, Tumor , Cells, Cultured , Cricetinae , Cricetulus , Cytochalasin D/pharmacology , Dopamine Agonists/pharmacology , Dose-Response Relationship, Drug , Electric Impedance , GTP-Binding Protein alpha Subunits, Gi-Go/drug effects , GTP-Binding Protein alpha Subunits, Gq-G11/drug effects , GTP-Binding Protein alpha Subunits, Gs/drug effects , Humans , Inhibitory Concentration 50 , Kidney/cytology , Neuroectodermal Tumors, Primitive, Peripheral/metabolism , Neuroectodermal Tumors, Primitive, Peripheral/pathology , Osteosarcoma/metabolism , Osteosarcoma/pathology , Pertussis Toxin/pharmacology , Receptor, Muscarinic M1/metabolism , Receptors, Dopamine D2/metabolism , Receptors, Dopamine D5/metabolism , Sensitivity and Specificity , Signal Transduction/drug effects , Signal Transduction/physiology , alpha-MSH/agonists , alpha-MSH/analogs & derivatives
17.
J Biomol Screen ; 12(3): 312-9, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17307886

ABSTRACT

Cellular dielectric spectroscopy (CDS) is an emerging technology capable of detecting a range of whole-cell responses in a label-free manner. A new CDS-based instrument, CellKey, has been developed that is optimized for G-protein coupled receptor (GPCR) detection and has automated liquid handling in microplate format, thereby making CDS accessible to lead generation/optimization drug discovery. In addition to having sufficient throughput, new assay technologies must pass rigorous standards for assay development, signal window, dynamic range, and reproducibility to effectively support drug discovery SAR studies. Here, the authors evaluated CellKey with 3 different G(i)-coupled GPCRs for suitability in supporting SAR studies. Optimized assay conditions compatible with the precision, reproducibility, and throughput required for routine screening were quickly achieved for each target. Across a 1000-fold range in compound potencies, CellKey results correlated with agonist and antagonist data obtained using classical methods ([(35)S]GTPgammaS binding and cAMP production). For partial agonists, relative efficacy measurements also correlated with GTPgammaS data. CellKey detection of positive allosteric modulators appeared superior to GTPgammaS methodology. Agonist and antagonist activity could be accurately quantified under conditions of low receptor expression. CellKey is a new technology platform that uses label-free detection in a homogeneous assay that is unaffected by color quenching and is easily integrated into existing microtiter-based compound testing and data analysis procedures for drug discovery.


Subject(s)
Drug Evaluation, Preclinical/methods , GTP-Binding Protein alpha Subunits, Gi-Go/metabolism , Receptors, G-Protein-Coupled/metabolism , Spectrum Analysis/methods , Allosteric Regulation , Animals , CHO Cells , Cricetinae , Cricetulus , Cyclic AMP/metabolism , Guanosine 5'-O-(3-Thiotriphosphate)/metabolism , Humans , Receptor, Muscarinic M4/metabolism , Receptors, Dopamine D2/agonists , Receptors, Dopamine D2/metabolism , Receptors, G-Protein-Coupled/agonists , Receptors, G-Protein-Coupled/antagonists & inhibitors , Reproducibility of Results , Structure-Activity Relationship
18.
Neuroreport ; 14(4): 565-8, 2003 Mar 24.
Article in English | MEDLINE | ID: mdl-12657886

ABSTRACT

Huntington's disease (HD) is an autosomal dominant neurodegenerative disorder caused by the abnormal expansion of a polyglutamine tract in the huntingtin protein. We have developed PC12 cell lines in which the expression of an N-terminal truncation of huntingtin (N63) with either wild type (23Q) or expanded polyglutamine (148Q) can be induced by the removal of doxycycline. Differentiated PC12 cells induced to express N63-148Q showed cellular toxicity reaching up to 50% at 6 days post-induction. Histone acetyltransferase (HAT) activity and global histone acetylation was significantly decreased in cells expressing truncated huntingtin with mutant but not normal huntingtin. These data suggest that altered chromatin modification via reduction in coactivator activity may cause neuronal transcriptional dysregulation and contribute to cellular toxicity.


Subject(s)
Huntington Disease/metabolism , Nerve Tissue Proteins/metabolism , Nuclear Proteins/metabolism , PC12 Cells/metabolism , Peptides/metabolism , Acetylation , Acetyltransferases/metabolism , Animals , Blotting, Western , Cell Death , Doxycycline/metabolism , Histone Acetyltransferases , Histones/metabolism , Humans , Huntingtin Protein , Huntington Disease/chemically induced , Huntington Disease/genetics , Nerve Growth Factor/pharmacology , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/pharmacology , Nuclear Proteins/genetics , Nuclear Proteins/pharmacology , PC12 Cells/drug effects , Peptide Fragments , Peptides/chemistry , Rats , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Time Factors , Transcription, Genetic/physiology , Transfection/methods
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