RESUMEN
Recent advancements in science and engineering are revolutionizing our understanding of an individual's disease, and with this knowledge we are gaining an increasingly sophisticated understanding of how discovery can be transformed to deliver personalized medicines. To reach this future state, we must reengineer our approach to enable the use of more relevant human cellular models earlier in the drug discovery process. Stem cells and primary human cells represent more disease-relevant models than immortalized cell lines; however, due to both availability and cost, their use is limited in lead generation activities. Miniaturization of cellular assays below microtiter plate volumes will enable the use of more relevant cells in screening, but this would require a change in how test molecules are introduced to the biology. With these shifting paradigms, Discovery Supply teams at GlaxoSmithKline (GSK) are modernizing our sample handling approaches. Various emerging technologies such as microarrays, nanowells, and microfluidic devices could bring fundamental changes in conventional sample handling support as we transition from microtiter plates to well-less platforms. The discussion here is exploratory in nature and reviews ongoing proof-of-concept experiments. Our ultimate goal is to industrialize the sample management platforms to support future miniaturized biological assay systems.
Asunto(s)
Técnicas Citológicas/métodos , Descubrimiento de Drogas/métodos , Evaluación Preclínica de Medicamentos/métodos , Células Cultivadas , Ensayos Analíticos de Alto Rendimiento/métodos , Humanos , Técnicas Analíticas Microfluídicas/métodos , Células MadreRESUMEN
Endoplasmic reticulum stress plays a critical role to restore the homeostasis of protein production in eukaryotic cells. This vital process is hence involved in many types of diseases including COPD. PERK, one branch in the ER stress signaling pathways, has been reported to activate NRF2 signaling pathway, a known protective response to COPD. Based on this scientific rationale, we aimed to identify PERK activators as a mechanism to achieve NRF2 activation. In this report, we describe a phenotypic screening assay to identify PERK activators. This assay measures phosphorylation of GFP-tagged eIF2α upon PERK activation via a cell-based LanthaScreen technology. To obtain a robust assay with sufficient signal to background and low variation, multiple parameters were optimized including GFP-tagged eIF2α BacMam concentration, cell density and serum concentration. The assay was validated by a tool compound, Thapsigargin, which induces phosphorylation of eIF2α. In our assay, this compound showed maximal signal window of approximately 2.5-fold with a pEC50 of 8.0, consistent with literature reports. To identify novel PERK activators through phosphorylation of eIF2α, a focused set of 8,400 compounds was screened in this assay at 10 µM. A number of hits were identified and validated. The molecular mechanisms for several selected hits were further characterized in terms of PERK activation and effects on PERK downstream components. Specificity of these compounds in activating PERK was demonstrated with a PERK specific inhibitor and in PERK knockout mouse embryonic fibroblast (MEF) cells. In addition, these hits showed NRF2-dependent anti-oxidant gene induction. In summary, our phenotypic screening assay is demonstrated to be able to identify PERK specific activators. The identified PERK activators could potentially be used as chemical probes to further investigate this pathway as well as the link between PERK activation and NRF2 pathway activation.
Asunto(s)
Estrés del Retículo Endoplásmico , Ensayos Analíticos de Alto Rendimiento/métodos , Factor 2 Relacionado con NF-E2/metabolismo , eIF-2 Quinasa/fisiología , Animales , Células Cultivadas , Factor 2 Eucariótico de Iniciación/análisis , Factor 2 Eucariótico de Iniciación/metabolismo , Proteínas Fluorescentes Verdes/análisis , Homeostasis , Ratones , Fenotipo , Fosforilación , Biosíntesis de Proteínas , Transducción de Señal , Bibliotecas de Moléculas Pequeñas , Tapsigargina/química , eIF-2 Quinasa/antagonistas & inhibidores , eIF-2 Quinasa/metabolismoRESUMEN
Epigenetic regulation by histone methylation is crucial for proper programming of the genome during development. Homeostasis of histone methylation is balanced by the activities of histone methyltransferases and demethylases. Although these methyltransferases and demethylases represent logical targets for potential drug discovery, the activities of methyltransferases and demethylases regulated in response to a complex biological stimulus are also important and not yet clear. To manipulate and study histone methylation in biological systems, we screened a Biologically Diverse Compound Set (BDCS) utilizing a phenotypic assay system that directly measures the Histone 3 K27 tri-methylation (H3K27me3) level in cells. The BDCS is a unique set of target-annotated chemical probes, containing a total of 5853 compounds targeting 736 unique proteins with multiple maximally selective compounds for each target. A number of targets, with multiple hits against each target, were identified in the screen. This gave us confidence that these targets and pathways may be relevant, and included the identification of non-methyltransferase/demethylase targets as potential upstream regulators of H3K27me3. Our study suggests that a systematically designed chemical probe library can serve as a powerful drug discovery tool when combined with phenotypic screening. Follow-up studies using these findings may reveal novel therapeutically useful pathways and targets of H3K27me3 regulation.
Asunto(s)
Descubrimiento de Drogas/métodos , Ensayos Analíticos de Alto Rendimiento/métodos , Histonas/metabolismo , Metiltransferasas/metabolismo , Péptidos/farmacología , Transducción de Señal/efectos de los fármacos , Línea Celular Tumoral , Bases de Datos Farmacéuticas , Epigénesis Genética , Humanos , Metilación , FenotipoRESUMEN
In this study, the development of an image-based high-content screening (HCS) binding assay for the seven-transmembrane (7TM) receptor Smoothened (Smo) is described. Using BacMam-based gene delivery of Smo, BODIPY-cyclopamine as a fluorescent probe, and a confocal imaging system, a robust 384-well assay that could be used for high-throughput compound profiling activities was developed. The statistically robust HCS binding assay was developed through optimization of multiple parameters, including cell transduction conditions, Smo expression levels, the image analysis algorithm, and staining procedures. Evaluation of structurally diverse compounds, including functional Smo activators, inhibitors, and related analogs, demonstrated good compound potency correlations between high-content imaging binding, membrane fluorescence polarization binding, and gene reporter assays. Statistical analysis of data from a screening test set of compounds at a single 10-µM concentration suggested that the high-content imaging Smo binding assay is amenable for use in hit identification. The 384-well HCS assay was rapidly developed and met statistical assay performance targets, thus demonstrating its utility as a fluorescent whole-cell binding assay suitable for compound screening and profiling.
Asunto(s)
Benzamidas/metabolismo , Bencimidazoles/metabolismo , Ciclohexilaminas/metabolismo , Evaluación Preclínica de Medicamentos/métodos , Ensayos Analíticos de Alto Rendimiento/métodos , Receptores Acoplados a Proteínas G/antagonistas & inhibidores , Receptores Acoplados a Proteínas G/metabolismo , Tiofenos/metabolismo , Algoritmos , Baculoviridae/genética , Benzamidas/química , Benzamidas/farmacología , Bencimidazoles/química , Bencimidazoles/farmacología , Línea Celular , Ciclohexilaminas/química , Ciclohexilaminas/farmacología , Colorantes Fluorescentes , Genes Reporteros , Células HEK293 , Humanos , Morfolinas/química , Morfolinas/metabolismo , Morfolinas/farmacología , Piperazinas/química , Piperazinas/metabolismo , Piperazinas/farmacología , Unión Proteica , Purinas/química , Purinas/metabolismo , Purinas/farmacología , Pirazoles/química , Pirazoles/metabolismo , Pirazoles/farmacología , Receptor Smoothened , Tiofenos/química , Tiofenos/farmacologíaRESUMEN
The Smoothened receptor (Smo) mediates hedgehog (Hh) signaling critical for development, cell growth, and migration, as well as stem cell maintenance. Aberrant Hh signaling pathway activation has been implicated in a variety of cancers, and small-molecule antagonists of Smo have entered human clinical trials for the treatment of cancer. Here, we report the biochemical characterization of allosteric interactions of agonists and antagonists for Smo. Binding of two radioligands, [(3)H]3-chloro-N-[trans-4-(methylamino)cyclohexyl]-N-{[3-(4-pyridinyl)-phenyl]methyl}-1-benzothiophene-2-carboxamide (SAG-1.3) (agonist) and [(3)H]cyclopamine (antagonist), was characterized using human Smo expressed in human embryonic kidney 293F membranes. We observed full displacement of [(3)H]cyclopamine by all Smo agonist and antagonist ligands examined. N-[(1E)-(3,5-Dimethyl-1-phenyl-1H-pyrazol-4-yl)methylidene]-4-(phenylmethyl)-1-piperazinamine (SANT-1), an antagonist, did not fully inhibit the binding of [(3)H]SAG-1.3. In a functional cell-based beta-lactamase reporter gene assay, SANT-1 and N-[3-(1H-benzimidazol-2-yl)-4-chlorophenyl]-3,4,5-tris(ethyloxy)-benzamide (SANT-2) fully inhibited 3-chloro-4,7-difluoro-N-[trans-4-(methylamino)cyclohexyl]-N-{[3-(4-pyridinyl)phenyl]methyl}-1-benzothiophene-2-carboxamide (SAG-1.5)-induced Hh pathway activation. Detailed "Schild-type" radioligand binding analysis with [(3)H]SAG-1.3 revealed that two structurally distinct Smoothened receptor antagonists, SANT-1 and SANT-2, bound in a manner consistent with that of allosteric modulation. Our mechanism of action characterization of radioligand binding to Smo combined with functional data provides a better understanding of small-molecule interactions with Smo and their influence on the Hh pathway.