Purpose: To test BARDOT as a screening tool for antibiotic resistance in bacterial pathogens.
Methods: BARDOT uses a red diode laser (635 nm, 1 mW) to illuminate bacterial colonies of 1.2 ± 0.1 mm diameter to generate the signature scatter patterns. Cultures of Salmonella, Staphylococcus, Enterococcus, Klebsiella and Acinetobacter (total strains, n = 15) were plated with and without antibiotics on nutrient agar plate (BHI, TSA, LB, and NB) for inclusive growth of all pathogens. Scatter patterns of colonies were acquired and images were analyzed using quantitative image classifier. The results were represented as positive predictive value (PPV). Quantitative reverse transcriptase PCR (qRT-PCR) was performed to confirm the expression of antibiotic resistance gene (aadA, mecA) in a dose dependent manner.
Results: BARDOT generated differentiating scatter pattern for bacterial colony grown on antibiotic containing nutrient agar plate compared to agar media without antibiotics in a dose dependent manner. Scatter pattern profile of colonies on plate containing antibiotic or without antibiotic were differentiated with >90% PPV. qRT-PCR results verified increased expression of antibiotic resistance and corroborated with the observed scatter patterns for the antibiotic treatment in a dose dependent manner.
Significance: BARDOT could be used as a real-time, label-free on-plate colony screening tool for antibiotic resistance in bacterial pathogens.