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Fraga H, Rodriguez B, Bardera A, Cid C, Akopian T, Kandror O, Park A, Colmenarejo G, Lelievre J, Goldberg A. Development of high throughput screening methods for inhibitors of ClpC1P1P2 from Mycobacteria tuberculosis. Anal Biochem 2018; 567:30-37. [PMID: 30543804 DOI: 10.1016/j.ab.2018.12.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Accepted: 12/03/2018] [Indexed: 01/10/2023]
Abstract
Tuberculosis affects about 100 million people worldwide and causes nearly 2 million deaths annually. It has been estimated that one third of all humans is infected with latent Mycobacterium tuberculosis (Mtb). Moreover, Mtb has become increasingly resistant to available antibiotics. Consequently, it is important to identify and characterize new therapeutic targets in Mtb and to synthesize selective inhibitors. ClpP1, ClpP2 and their associated regulatory ATPases, ClpX and ClpC1 are required for the growth of Mtb and for its virulence during murine infection and are highly attractive drug targets, especially since they are not present in the cytosol of mammalian cells, and they differ markedly from the mitochondrial ClpP complex. The importance of these proteins in Mtb is emphasized by the existence of several natural antibiotics targeting this system. In order to find new inhibitors of ClpC1P1P2 system, we developed an assay based on the ATP-dependent degradation of a fluorescent protein substrate. The hits obtained were further characterized with a set of secondary assays to identify precise targets within a complex. A large library of compounds was screened and led to the identification of a ClpC1 ATPase inhibitor demonstrating that this approach can be used in future searches for anti-TB agents.
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Affiliation(s)
- Hugo Fraga
- Diseases of the Developing World, Global Health R&D, GlaxoSmithKline, Severo Ochoa 2, 28760, Tres Cantos, Spain; Department Cell Biology, Harvard Medical School, USA; Institut de Biologie Structurale, Grenoble, France; Departamento de Bioquímica, Faculdade de Medicina da Universidade do Porto, Portugal.
| | - Beatriz Rodriguez
- Diseases of the Developing World, Global Health R&D, GlaxoSmithKline, Severo Ochoa 2, 28760, Tres Cantos, Spain
| | - Ana Bardera
- Diseases of the Developing World, Global Health R&D, GlaxoSmithKline, Severo Ochoa 2, 28760, Tres Cantos, Spain
| | - Concha Cid
- Diseases of the Developing World, Global Health R&D, GlaxoSmithKline, Severo Ochoa 2, 28760, Tres Cantos, Spain
| | - Tatos Akopian
- School of Public Health, Harvard Medical School, USA
| | - Olga Kandror
- School of Public Health, Harvard Medical School, USA
| | - Annie Park
- School of Public Health, Harvard Medical School, USA
| | - Gonzalo Colmenarejo
- Diseases of the Developing World, Global Health R&D, GlaxoSmithKline, Severo Ochoa 2, 28760, Tres Cantos, Spain; Biostatisics and Bioinformatics Unit, IMDEA Food Institute, Madrid, Spain
| | - Joel Lelievre
- Diseases of the Developing World, Global Health R&D, GlaxoSmithKline, Severo Ochoa 2, 28760, Tres Cantos, Spain
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Jäger S, Garbow N, Kirsch A, Preckel H, Gandenberger FU, Herrenknecht K, Rüdiger M, Hutchinson JP, Bingham RP, Ramon F, Bardera A, Martin J. A Modular, Fully Integrated Ultra-High-Throughput Screening System Based on Confocal Fluorescence Analysis Techniques. ACTA ACUST UNITED AC 2016; 8:648-59. [PMID: 14711390 DOI: 10.1177/1087057103258475] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The rapid increase in size of compound libraries, as well as new targets emerging from the Human Genome Project, require progress in ultra-high-throughput screening (uHTS) systems. In a joint effort with scientists and engineers from the biotech and the pharmaceutical industry, a modular, fully integrated system for miniaturized uHTS was developed. The goal was to achieve high data quality in small assay volumes (1-4 μL) combined with reliable and unattended operation. Two new confocal fluorescence readers have been designed. One of the instruments is a 4-channel confocal fluorescence reader, measuring with 4 objectives in parallel. The fluorescence readout is based on single-molecule detection methods, allowing high sensitivity at low tracer concentrationsand delivering an information-rich output. The other instrument isa confocal fluorescence im aging reader, where the imagesare analyzed in terms of generic patternsand quantified in units of intensity per pixel. Both readers are spanning the application range from assays with isolated targets in homogenous solution or membrane vesiclebased assays (4-channel reader) to cell-based assays (imaging reader). Results from a comprehensive test on these assay types demonstrate the high quality and robustness of this screening system.
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Affiliation(s)
- Stefan Jäger
- Evotec OAI/Evotec Technologies, Hamburg, Germany.
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Bramon R, Ruiz M, Bardera A, Boada I, Feixas M, Sbert M. Information Theory-Based Automatic Multimodal Transfer Function Design. IEEE J Biomed Health Inform 2013; 17:870-80. [DOI: 10.1109/jbhi.2013.2263227] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Bardera A, Boada I, Feixas M, Remollo S, Blasco G, Silva Y, Pedraza S. Semi-automated method for brain hematoma and edema quantification using computed tomography. Comput Med Imaging Graph 2009; 33:304-11. [DOI: 10.1016/j.compmedimag.2009.02.001] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2007] [Revised: 12/22/2008] [Accepted: 02/02/2009] [Indexed: 11/26/2022]
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Bardera A, Feixas M, Boada I, Sbert M. High-Dimensional Normalized Mutual Information for Image Registration Using Random Lines. ACTA ACUST UNITED AC 2006. [DOI: 10.1007/11784012_32] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2023]
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Vázquez MJ, Ashman S, Ramón F, Calvo D, Bardera A, Martín JJ, Rüdiger M, Tew D, Domínguez JM. Utilization of substrate-induced quenching for screening targets promoting NADH and NADPH consumption. ACTA ACUST UNITED AC 2005; 11:75-81. [PMID: 16361697 DOI: 10.1177/1087057105283296] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Oxidation of reduced nicotinamide adenine dinucleotides is a common event for many biochemical reactions. However, its exploitation for ultrahigh-throughput screening purposes is not an easy task and is affected by various drawbacks. It is known that such nucleotides induce quenching on the fluorescence of several dyes and that this quenching disappears with oxidation of the nucleotide. We have made use of this property to develop an assay for high-throughput screening with NADH and NADPH-dependent reductases. Full screening campaigns have been run with excellent assay quality parameters, and interesting hits have been identified. The method is amenable to miniaturization and allows easy identification of false positives without needing extra secondary assays. Although it is based on monitoring substrate consumption, it is demonstrated that the effect of fractional conversion on assay sensitivity is negligible.
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Campos Tristán C, Moyano Ayuso C, Bardera A. [Partial 21q de novo duplication. Case report]. An Esp Pediatr 1987; 27:477-8. [PMID: 2965861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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