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1.
Anal Chem ; 93(2): 843-850, 2021 01 19.
Article in English | MEDLINE | ID: mdl-33301291

ABSTRACT

Droplet microfluidics disrupted analytical biology with the introduction of digital polymerase chain reaction and single-cell sequencing. The same technology may also bring important innovation in the analysis of bacteria, including antibiotic susceptibility testing at the single-cell level. Still, despite promising demonstrations, the lack of a high-throughput label-free method of detecting bacteria in nanoliter droplets prohibits analysis of the most interesting strains and widespread use of droplet technologies in analytical microbiology. We use a sensitive and fast measurement of scattered light from nanoliter droplets to demonstrate reliable detection of the proliferation of encapsulated bacteria. We verify the sensitivity of the method by simultaneous readout of fluorescent signals from bacteria expressing fluorescent proteins and demonstrate label-free readout on unlabeled Gram-negative and Gram-positive species. Our approach requires neither genetic modification of the cells nor the addition of chemical markers of metabolism. It is compatible with a wide range of bacterial species of clinical, research, and industrial interest, opening the microfluidic droplet technologies for adaptation in these fields.


Subject(s)
Gram-Negative Bacteria/isolation & purification , Gram-Positive Bacteria/isolation & purification , High-Throughput Screening Assays , Microfluidic Analytical Techniques , Nanoparticles/chemistry , Single-Cell Analysis , Gram-Negative Bacteria/cytology , Gram-Positive Bacteria/cytology , Particle Size , Surface Properties
2.
Sci Rep ; 10(1): 3282, 2020 02 24.
Article in English | MEDLINE | ID: mdl-32094499

ABSTRACT

Since antibiotic resistance is a major threat to global health, recent observations that the traditional test of minimum inhibitory concentration (MIC) is not informative enough to guide effective antibiotic treatment are alarming. Bacterial heteroresistance, in which seemingly susceptible isogenic bacterial populations contain resistant sub-populations, underlies much of this challenge. To close this gap, here we developed a droplet-based digital MIC screen that constitutes a practical analytical platform for quantifying the single-cell distribution of phenotypic responses to antibiotics, as well as for measuring inoculum effect with high accuracy. We found that antibiotic efficacy is determined by the amount of antibiotic used per bacterial colony forming unit (CFU), not by the absolute antibiotic concentration, as shown by the treatment of beta-lactamase-carrying Escherichia coli with cefotaxime. We also noted that cells exhibited a pronounced clustering phenotype when exposed to near-inhibitory amounts of cefotaxime. Overall, our method facilitates research into the interplay between heteroresistance and antibiotic efficacy, as well as research into the origin and stimulation of heterogeneity by exposure to antibiotics. Due to the absolute bacteria quantification in this digital assay, our method provides a platform for developing reference MIC assays that are robust against inoculum-density variations.


Subject(s)
Cefotaxime/pharmacology , Colony Count, Microbial , Drug Resistance, Bacterial , Escherichia coli/drug effects , Single-Cell Analysis/methods , Anti-Bacterial Agents/pharmacology , Escherichia coli/enzymology , Lab-On-A-Chip Devices , Microbial Sensitivity Tests , Microfluidics , Microscopy, Confocal , Mutation , Phenotype , beta-Lactamases
3.
Micromachines (Basel) ; 11(2)2020 Jan 28.
Article in English | MEDLINE | ID: mdl-32012854

ABSTRACT

We demonstrate the utility of non-contact printing to fabricate the mAST-an easy-to-operate, microwell-based microfluidic device for combinatorial antibiotic susceptibility testing (AST) in a point-of-care format. The wells are prefilled with antibiotics in any desired concentration and combination by non-contact printing (spotting). For the execution of the AST, the only requirements are the mAST device, the sample, and the incubation chamber. Bacteria proliferation can be continuously monitored by using an absorbance reader. We investigate the profile of resistance of two reference Escherichia coli strains, report the minimum inhibitory concentration (MIC) for single antibiotics, and assess drug-drug interactions in cocktails by using the Bliss independence model.

4.
Anal Chem ; 88(24): 12006-12012, 2016 12 20.
Article in English | MEDLINE | ID: mdl-28193048

ABSTRACT

A method to monitor the level of oxygen in microdroplets is presented. Optical sensor nanoparticles are dispersed in the aqueous phase of the microfluidic droplets for culturing bacteria. The oxygen sensor nanoparticles consist of phosphorescent indicator dye embedded in poly(styrene-block-vinylpyrrolidone) nanobeads. The nanoparticles are excitable by red light and emit in the near-infrared spectra region which minimizes background fluorescence from biological matter. The biocompatibility of the nanoparticles was proven. Nanoparticles sensors were read out by adapted miniaturized oxygen meters. The instruments can be easily integrated into the microfluidic system by placing it next to the tubing and measuring through the tubing wall. The phosphorescence lifetime-based measurement circumvents the drawbacks of intensity-based measurements and enables the determination of the absolute oxygen concentration in individual moving droplets. The technique can also be used for monitoring the growth of bacteria in microdroplets. We demonstrate simultaneous measurement of concentration of oxygen and optical density (OD) from micro cultures of E. coli and M. smegmatis.


Subject(s)
Escherichia coli/metabolism , Lipid Droplets/chemistry , Luminescent Measurements/methods , Mycobacterium smegmatis/metabolism , Nanoparticles/chemistry , Oxygen/analysis , Fluorescent Dyes/chemistry , Luminescent Measurements/instrumentation , Microfluidics , Polystyrenes/chemistry , Polyvinyls/chemistry
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