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1.
Proc Natl Acad Sci U S A ; 109(2): 378-83, 2012 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-22203966

RESUMO

A critical early step in drug discovery is the screening of a chemical library. Typically, promising compounds are identified in a primary screen and then more fully characterized in a dose-response analysis with 7-10 data points per compound. Here, we describe a robust microfluidic approach that increases the number of data points to approximately 10,000 per compound. The system exploits Taylor-Aris dispersion to create concentration gradients, which are then segmented into picoliter microreactors by droplet-based microfluidics. The large number of data points results in IC(50) values that are highly precise (± 2.40% at 95% confidence) and highly reproducible (CV = 2.45%, n = 16). In addition, the high resolution of the data reveals complex dose-response relationships unambiguously. We used this system to screen a chemical library of 704 compounds against protein tyrosine phosphatase 1B, a diabetes, obesity, and cancer target. We identified a number of novel inhibitors, the most potent being sodium cefsulodine, which has an IC(50) of 27 ± 0.83 µM.


Assuntos
Relação Dose-Resposta a Droga , Descoberta de Drogas/métodos , Avaliação Pré-Clínica de Medicamentos/métodos , Microfluídica/métodos , Bibliotecas de Moléculas Pequenas , Cefsulodina/farmacologia , Cromatografia Líquida de Alta Pressão , Fluorescência , Concentração Inibidora 50 , Proteína Tirosina Fosfatase não Receptora Tipo 1/antagonistas & inibidores , Tamanho da Amostra , beta-Galactosidase/antagonistas & inibidores
2.
Anal Chem ; 85(20): 9807-14, 2013 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-24079367

RESUMO

Droplet-based microfluidics is a powerful technique allowing ultra-high-throughput screening of large libraries of enzymes or microorganisms for the selection of the most efficient variants. Most applications in droplet microfluidic screening systems use fluorogenic substrates to measure enzymatic activities with fluorescence readout. It is important, however, that there is little or no fluorophore exchange between droplets, a condition not met with most commonly employed substrates. Here we report the synthesis of fluorogenic substrates for glycosidases based on a sulfonated 7-hydroxycoumarin scaffold. We found that the presence of the sulfonate group effectively prevents leakage of the coumarin from droplets, no exchange of the sulfonated coumarins being detected over 24 h at 30 °C. The fluorescence properties of these substrates were characterized over a wide pH range, and their specificity was studied on a panel of relevant glycosidases (cellulases and xylanases) in microtiter plates. Finally, the ß-d-cellobioside-6,8-difluoro-7-hydroxycoumarin-4-methanesulfonate substrate was used to assay cellobiohydrolase activity on model bacterial strains (Escherichia coli and Bacillus subtilis) in a droplet-based microfluidic format. These new substrates can be used to assay glycosidase activities in a wide pH range (4-11) and with incubation times of up to 24 h in droplet-based microfluidic systems.

3.
Anal Chem ; 83(8): 2852-7, 2011 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-21413778

RESUMO

Droplet-based microfluidics is a powerful tool for biology and chemistry as it allows the production and the manipulation of picoliter-size droplets acting as individual reactors. In this format, high-sensitivity assays are typically based on fluorescence, so fluorophore exchange between droplets must be avoided. Fluorogenic substrates based on the coumarin leaving group are widely used to measure a variety of enzymatic activities, but their application in droplet-based microfluidic systems is severely impaired by the fast transport of the fluorescent product between compartments. Here we report the synthesis of new amidase fluorogenic substrates based on 7-aminocoumarin-4-methanesulfonic acid (ACMS), a highly water-soluble dye, and their suitability for droplet-based microfluidics applications. Both substrate and product had the required spectral characteristics and remained confined in droplets from hours to days. As a model experiment, a phenylacetylated ACMS was synthesized and used as a fluorogenic substrate of Escherichia coli penicillin G acylase. Kinetic parameters (k(cat) and K(M)) measured in bulk and in droplets on-chip were very similar, demonstrating the suitability of this synthesis strategy to produce a variety of ACMS-based substrates for assaying amidase activities both in microtiter plate and droplet-based microfluidic formats.


Assuntos
Cumarínicos/química , Ensaios Enzimáticos/métodos , Corantes Fluorescentes/química , Mesilatos/química , Técnicas Analíticas Microfluídicas/métodos , Penicilina Amidase/análise , Cumarínicos/síntese química , Escherichia coli/enzimologia , Corantes Fluorescentes/síntese química , Cinética , Mesilatos/síntese química , Modelos Moleculares , Estrutura Molecular , Penicilina Amidase/metabolismo , Especificidade por Substrato
4.
Sci Rep ; 6: 27223, 2016 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-27270141

RESUMO

Filamentous fungi are an extremely important source of industrial enzymes because of their capacity to secrete large quantities of proteins. Currently, functional screening of fungi is associated with low throughput and high costs, which severely limits the discovery of novel enzymatic activities and better production strains. Here, we describe a nanoliter-range droplet-based microfluidic system specially adapted for the high-throughput sceening (HTS) of large filamentous fungi libraries for secreted enzyme activities. The platform allowed (i) compartmentalization of single spores in ~10 nl droplets, (ii) germination and mycelium growth and (iii) high-throughput sorting of fungi based on enzymatic activity. A 10(4) clone UV-mutated library of Aspergillus niger was screened based on α-amylase activity in just 90 minutes. Active clones were enriched 196-fold after a single round of microfluidic HTS. The platform is a powerful tool for the development of new production strains with low cost, space and time footprint and should bring enormous benefit for improving the viability of biotechnological processes.


Assuntos
Aspergillus niger/isolamento & purificação , Técnicas Analíticas Microfluídicas/métodos , alfa-Amilases/metabolismo , Aspergillus niger/enzimologia , Aspergillus niger/genética , Ensaios de Triagem em Larga Escala/métodos , Mutação , alfa-Amilases/genética
5.
Lab Chip ; 12(7): 1320-6, 2012 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-22344399

RESUMO

This paper presents a droplet-based microfluidic platform for miniaturized combinatorial synthesis. As a proof of concept, a library of small molecules for early stage drug screening was produced. We present an efficient strategy for producing a 7 × 3 library of potential thrombin inhibitors that can be utilized for other combinatorial synthesis applications. Picolitre droplets containing the first type of reagent (reagents A(1), A(2), …, A(m)) were formed individually in identical microfluidic chips and then stored off chip with the aid of stabilizing surfactants. These droplets were then mixed to form a library of droplets containing reagents A(1-m), each individually compartmentalized, which was reinjected into a second microfluidic chip and combinatorially fused with picolitre droplets containing the second reagent (reagents B(1), B(2), …, B(n)) that were formed on chip. The concept was demonstrated with a three-component Ugi-type reaction involving an amine (reagents A(1-3)), an aldehyde (reagents B(1-7)), and an isocyanide (held constant), to synthesize a library of small molecules with potential thrombin inhibitory activity. Our technique produced 10(6) droplets of each reaction at a rate of 2.3 kHz. Each droplet had a reaction volume of 3.1 pL, at least six orders of magnitude lower than conventional techniques. The droplets can then be divided into aliquots for different downstream screening applications. In addition to medicinal chemistry applications, this combinatorial droplet-based approach holds great potential for other applications that involve sampling large areas of chemical parameter space with minimal reagent consumption; such an approach could be beneficial when optimizing reaction conditions or performing combinatorial reactions aimed at producing novel materials.


Assuntos
Técnicas de Química Combinatória , Técnicas Analíticas Microfluídicas/instrumentação , Aldeídos/química , Aminas/química , Cianetos/química , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Miniaturização , Óleos/química , Trombina/antagonistas & inibidores , Trombina/metabolismo
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