RESUMO
Reporter gene assays (RGAs) are commonly used to measure biological pathway modulation by small molecules. Understanding how such compounds interact with the reporter enzyme is critical to accurately interpret RGA results. To improve our understanding of reporter enzymes and to develop optimal RGA systems, we investigated eight reporter enzymes differing in brightness, emission spectrum, stability, and substrate requirements. These included common reporter enzymes such as firefly luciferase (Photinus pyralis), Renilla reniformis luciferase, and ß-lactamase, as well as mutated forms of R. reniformis luciferase emitting either blue- or green-shifted luminescence, a red-light emitting form of Luciola cruciata firefly luciferase, a mutated form of Gaussia princeps luciferase, and a proprietary luciferase termed "NanoLuc" derived from the luminescent sea shrimp Oplophorus gracilirostris. To determine hit rates and structure-activity relationships, we screened a collection of 42,460 PubChem compounds at 10 µM using purified enzyme preparations. We then compared hit rates and chemotypes of actives for each enzyme. The hit rates ranged from <0.1% for ß-lactamase to as high as 10% for mutated forms of Renilla luciferase. Related luciferases such as Renilla luciferase mutants showed high degrees of inhibitor overlap (40-70%), while unrelated luciferases such as firefly luciferases, Gaussia luciferase, and NanoLuc showed <10% overlap. Examination of representative inhibitors in cell-based assays revealed that inhibitor-based enzyme stabilization can lead to increases in bioluminescent signal for firefly luciferase, Renilla luciferase, and NanoLuc, with shorter half-life reporters showing increased activation responses. From this study we suggest strategies to improve the construction and interpretation of assays employing these reporter enzymes.
Assuntos
Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Enzimas/genética , Genes Reporter/efeitos dos fármacos , Medições Luminescentes/métodos , Animais , Linhagem Celular , Avaliação Pré-Clínica de Medicamentos/métodos , Estabilidade Enzimática , Enzimas/metabolismo , Humanos , Luciferases/antagonistas & inibidores , Luciferases/genética , Luciferases de Vaga-Lume/antagonistas & inibidores , Luciferases de Vaga-Lume/genética , Luciferases de Renilla/antagonistas & inibidores , Luciferases de Renilla/genética , Luminescência , Mutação , Bibliotecas de Moléculas Pequenas/farmacologia , Relação Estrutura-Atividade , Inibidores de beta-Lactamases , beta-Lactamases/genéticaRESUMO
Many attractive targets for therapeutic intervention are enzymes that catalyze biological reactions involving small molecules such as lipids, fatty acids, amino acid derivatives, nucleic acid derivatives, and cofactors. Some of the reactions are difficult to detect by methods commonly used in high-throughput screening (HTS) without specific radioactive or fluorescent labeling of substrates. In addition, there are instances when labeling has a detrimental effect on the biological response. Generally, applicable assay methodologies for detection of such reactions are thus required. Mass spectrometry (MS), being a label-free detection tool, has been actively pursued for assay detection in HTS in the past several years. The authors have explored the use of multiparallel liquid chromatography coupled with tandem mass spectrometry (LC/MS/MS) for high-throughput detection of biochemical reactions. In this report, we describe in detail the assay development and screening with a LC/MS-based system for inhibitors of human diacylglycerol acyltransferase (DGAT1) with a chemical library of approximately 800,000 compounds. Several strategies and process improvements have been investigated to overcome technical challenges such as data variation and throughput. Results indicated that, through these innovative approaches, the LC/MS-based screening method is both feasible and suitable for high-throughput primary screening.
Assuntos
Diacilglicerol O-Aciltransferase/antagonistas & inibidores , Avaliação Pré-Clínica de Medicamentos/métodos , Ensaios Enzimáticos/métodos , Inibidores Enzimáticos/análise , Inibidores Enzimáticos/farmacologia , Espectrometria de Massas/métodos , Cromatografia Líquida , Diacilglicerol O-Aciltransferase/metabolismo , Ensaios de Triagem em Larga Escala , Humanos , Padrões de Referência , Reprodutibilidade dos Testes , Solventes/química , Fatores de Tempo , TitulometriaRESUMO
High-throughput screening (HTS) is an important tool for finding active compounds to initiate medicinal chemistry programs in pharmaceutical discovery research. Traditional HTS methods rely on fluorescent or radiolabeled reagents and/or coupling assays to permit quantitation of enzymatic target inhibition or activation. Mass spectrometry-based high-throughput screening (MS-HTS) is an alternative that is not susceptible to the limitations imposed by labeling and coupling enzymes. MS-HTS offers a selective and sensitive analytical method for unlabeled substrates and products. Furthermore, method development times are reduced without the need to incorporate labels or coupling assays. MS-HTS also permits screening of targets that are difficult or impossible to screen by other techniques. For example, enzymes that are challenging to purify can lead to the nonspecific detection of structurally similar components of the impure enzyme or matrix of membraneous enzymes. The high selectivity of tandem mass spectrometry (MS/MS) enables these screens to proceed with low levels of background noise to sensitively discover interesting hits even with relatively weak activity. In this article, we describe three techniques that we have adapted for large-scale (approximately 175,000 sample) compound library screening, including four-way parallel multiplexed electrospray liquid chromatography tandem mass spectrometry (MUX-LC/MS/MS), four-way parallel staggered gradient liquid chromatography tandem mass spectrometry (LC/MS/MS), and eight-way staggered flow injection MS/MS following 384-well plate solid-phase extraction (SPE). These methods are capable of analyzing a 384-well plate in 37 min, with typical analysis times of less than 2 h. The quality of the MS-HTS approach is demonstrated herein with screening data from two large-scale screens.
Assuntos
Técnicas de Química Combinatória , Preparações Farmacêuticas/análise , Espectrometria de Massas em Tandem/métodos , Cromatografia Líquida de Alta Pressão/instrumentação , Cromatografia Líquida de Alta Pressão/métodos , Avaliação Pré-Clínica de Medicamentos/instrumentação , Avaliação Pré-Clínica de Medicamentos/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Extração em Fase Sólida/instrumentação , Extração em Fase Sólida/métodos , Espectrometria de Massas em Tandem/instrumentaçãoRESUMO
Clinical studies suggest a relationship between folate deficiency and neurological and disorders including Alzheimer's disease (AD). To investigate mechanisms underlying this association, we examined the consequences of folate deprivation on neuronal cultures. Culturing embryonic cortical neurons and differentiated SH-SY-5Y human neuroblastoma cells in folate-free medium induced neurodegenerative changes characteristic of those observed in AD, including increased cytosolic calcium, reactive oxygen species (ROS), phospho-tau and apoptosis. In accord with clinical studies, generation of the neurotoxic amino acid homocysteine (HC) was likely to contribute to these phenomena, since (1) a significant increase in HC was detected following folate deprivation, (2) addition of the inhibitor of HC formation, 3-deazaadenosine, both prevented HC formation and eliminated the increase in ROS that normally accompanied folate deprivation, (3) direct addition of HC in the presence of folate induced the neurotoxic effects that accompanied folate deprivation, and (4) an antagonist of NMDA channels that blocks HC-induced calcium influx also blocked calcium influx following folate deprivation. Folate deprivation decreased the reduced form of glutathione, indicating a depletion of oxidative buffering capacity. This line of reasoning was supported by an increase in glutathione and reduction in ROS following supplementation of folate-deprived cultures with the cell-permeant glutathione precursor, N-acetyl-L-cysteine, or vitamin E. Folate deprivation potentiated ROS and apoptosis induced by amyloid-beta, while folate supplementation at higher concentrations prevented generation of ROS by amyloid-beta, suggesting that folate levels modulate the extent of amyloid-beta neurotoxicity. These findings underscore the importance of folate metabolism in neuronal homeostasis and suggest that folate deficiency may augment AD neuropathology by increasing ROS and excitotoxicity via HC generation.