progression of biofilm formation and how it impacts antibiotic resistance 42. This concept could be extended to test various antimicrobial coatings and their properties.
This paper proves that dodecylresorufin (C12R) outperforms resorufin (the conventional form of this dye) in droplet microfluidic bacterial assays. Resorufin is a marker dye that is widely used in different fields of microbiology and has increasingly been applied in droplet microfluidic assays and experiments. The main concern associated with resorufin in droplet-based systems is dye leakage into the oil phase and neighboring droplets. The leakage decreases the performance of assays because it causes averaging of the signal between the positive (bacteria-containing) and negative (empty) droplets. Here we show that C12R is a promising alternative to conventional resorufin because it maintains higher sensitivity, specificity, and signal-to-noise ratio over time. These characteristics make C12R a suitable reagent for droplet digital assays and for monitoring of microbial growth in droplets.
Standard digital assays need a large number of compartments for precise quantification of a sample over a broad dynamic range. We address this issue with an optimized droplet digital approach that uses a drastically reduced number of compartments for quantification. We generate serial logarithmic dilutions of an initial bacterial sample as an array of microliter-sized droplet plugs. In a subsequent step, these droplets are split into libraries of nanoliter droplets and pooled together for incubation and analysis. We show that our technology is at par with traditional dilution plate count for quantification of bacteria, but has the advantage of simplifying the experimental setup and reducing the manual workload. The method also has the potential to reduce the assay time significantly.
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.
Easy-to-use gravity-driven step emulsification devices are capable of digital enumeration of bacteria and antibiotic susceptibility testing within 5 hours.
The in vitro antifungal potency of six series of 4-arylthiosemicarbazides was evaluated. Two isoquinoline derivatives with an ortho-methoxy or ortho-methyl group at the phenyl ring were the most potent antifungal agents. Molecular modeling studies and docking of all 4-arylthiosemicarbazides into the active sites of sterol 14α-demethylase (CYP51), topoisomerase II (topo II), l-glutamine: d-fructose-6-phosphate amidotransferase (GlcN-6-P), secreted aspartic proteinase (SAP), N-myristoyltransferase (NMT), and UDP-N-acetylmuramoyl-l-alanine:d-glutamate ligase (MurD) indicated the importance of both structural and electronic factors in ligand recognition and thus for the antifungal effectiveness of 4-arylthiosemicarbazides. A possible antifungal target was identified (NMT) and isoquinoline-thiosemicarbazides showed more favorable affinity than the native ligand.FigureElectrostatic potential surface of isoquiniline derivative compound 6o with antifungal activityElectronic supplementary materialThe online version of this article (doi:10.1007/s00894-012-1420-5) contains supplementary material, which is available to authorized users.
Heteroresistance is a phenomenon where isogenic bacteria population exhibits a diverse antibiotic resistance pattern at sub-population or single cell level. The sub-populations with higher resistance can remain undetected with conventional diagnostics which makes them subsequently harder to treat. Such surviving phenotypically heterogeneous sub-populations are also a potential hotbed for novel mutations, thus increasing the resistance permanently in bacteria. Droplet microfluidics gives tools for high-throughput analysis of bacteria and their response to antibiotics at single cell level, which is difficult to obtain with traditional agar plate technologies. In here we show for the first time the precise digital quantification of drug resistance profile in isogenic population at single cell level. We also see that the inhibiting amount of drug per bacteria remains quite stable regardless of bacteria density. Interestingly, the bacteria clump together preferably near these sub-inhibitory conditions. The technology and findings we describe here provide novel quantitative insight into the heteroresistance which is a key step in understanding the pathways leading to drug resistance. This knowledge is crucial in the context of global drug resistance threat as it can help us to find tools to prevent further escalation of drug resistance.
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.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.