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1.
Lab Chip ; 22(22): 4317-4326, 2022 11 08.
Article in English | MEDLINE | ID: mdl-36222371

ABSTRACT

Severe non-healing infections are often caused by multiple pathogens or by genetic variants of the same pathogen exhibiting different levels of antibiotic resistance. For example, polymicrobial diabetic foot infections double the risk of amputation compared to monomicrobial infections. Although these infections lead to increased morbidity and mortality, standard antimicrobial susceptibility methods are designed for homogenous samples and are impaired in quantifying heteroresistance. Here, we propose a droplet-based label-free method for quantifying the antibiotic response of the entire population at the single-cell level. We used Pseudomonas aeruginosa and Staphylococcus aureus samples to confirm that the shape of the profile informs about the coexistence of diverse bacterial subpopulations, their sizes, and antibiotic heteroresistance. These profiles could therefore indicate the outcome of antibiotic treatment in terms of the size of remaining subpopulations. Moreover, we studied phenotypic variants of a S. aureus strain to confirm that the profile can be used to identify tolerant subpopulations, such as small colony variants, associated with increased risks for the development of persisting infections. Therefore, the profile is a versatile instrument for quantifying the size of each bacterial subpopulation within a specimen as well as their individual and joined heteroresistance.


Subject(s)
Staphylococcal Infections , Staphylococcus aureus , Humans , Staphylococcus aureus/genetics , Pseudomonas aeruginosa , Anti-Bacterial Agents/pharmacology , Bacteria , Microbial Sensitivity Tests
2.
Lab Chip ; 22(19): 3637-3662, 2022 09 27.
Article in English | MEDLINE | ID: mdl-36069631

ABSTRACT

The rise of antibiotic resistance is a threat to global health. Rapid and comprehensive analysis of infectious strains is critical to reducing the global use of antibiotics, as informed antibiotic use could slow down the emergence of resistant strains worldwide. Multiple platforms for antibiotic susceptibility testing (AST) have been developed with the use of microfluidic solutions. Here we describe microfluidic systems that have been proposed to aid AST. We identify the key contributions in overcoming outstanding challenges associated with the required degree of multiplexing, reduction of detection time, scalability, ease of use, and capacity for commercialization. We introduce the reader to microfluidics in general, and we analyze the challenges and opportunities related to the field of microfluidic AST.


Subject(s)
Anti-Bacterial Agents , Microfluidics , Anti-Bacterial Agents/pharmacology , Drug Resistance, Microbial , Microbial Sensitivity Tests
3.
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
4.
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
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