Parallelised detection of bacteria viability using an electrode array and the Exeter Multiscope
Ka Kiu LeeiD, David W. HorselliD, James P. StratfordiD, Magdalena KarlikowskaiD, Salman Khattak, Tailise de Souza Guerreiro Rodrigues, Junqing Jiang, Michael ShawiD, Stefano PagliaraiD, Alexander D. CorbettiD
Abstract
Antimicrobial resistance remains a global existential threat. Given that antimicrobial therapy commonly starts before pathogen identification, rapid and scalable methods capable of determining effective antimicrobial compounds are needed. In this paper, we demonstrate a 2 x 2 array of parallelised microscopes that uses low numerical aperture (NA=0.25) detection optics and LED excitation to determine bacterial viability based on their fluorescence response to an electrical stimulus. Following a 2-hour incubation, the fluorescent viability readout requires less than one minute. We use K-means clustering to classify pixels in a time lapse sequence of widefield fluorescence images and extract changes seen within bacterial clusters. We demonstrate sufficient sensitivity to measure fluorescence changes after electrical stimulation in a bacterial monolayer. To capture these subtle fluorescence changes at high signal-to-background ratios, we place a limit on the minimum optical density of the bacterial sample. This novel approach is scalable to 96-well formats using a suitable consumable electrode array.
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