Microorganisms form macroscopic structures for the purpose of environmental adaptation. Sudden environmental perturbations induce dynamics that cause bacterial biofilm morphology to transit to another equilibrium state, thought to be related to anomalous diffusion processes. Here, detecting the super-diffusion characteristics would offer a long-sought goal for a rapid detection method of biofilm phenotypes based on their dynamics, such as growth or dispersal. In this paper, phase-sensitive Doppler optical coherence tomography (OCT) and dynamic light scattering (DLS) are combined to demonstrate wide field-of-view and label-free internal dynamic imaging of biofilms. The probability density functions (PDFs) of phase displacement of the backscattered light and the dynamic characteristics of the PDFs are estimated by a simplified mixed Cauchy and Gaussian model. This model can quantify the super-diffusion state and estimate the dynamic characteristics and macroscopic responses in biofilms that may further describe dispersion and growth in biofilm models.
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Choi, Honggu ; Li, Zhe ; Jeong, Kwan ; Zuponcic, Jessica ; Ximenes, Eduardo ; Turek, John ; Ladisch, Michael ; Nolte, David D. ( , Physical Review Applied)null (Ed.)
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Choi, Honggu ; Li, Zhe ; Hua, Zhen ; Zuponcic, Jessica ; Ximenes, Eduardo ; Turek, John J. ; Ladisch, Michael R. ; Nolte, David D. ( , Communications Biology)
Abstract Living 3D in vitro tissue cultures, grown from immortalized cell lines, act as living sentinels as pathogenic bacteria invade the tissue. The infection is reported through changes in the intracellular dynamics of the sentinel cells caused by the disruption of normal cellular function by the infecting bacteria. Here, the Doppler imaging of infected sentinels shows the dynamic characteristics of infections. Invasive
Salmonella enterica serovar Enteritidis andListeria monocytogenes penetrate through multicellular tumor spheroids, while non-invasive strains ofEscherichia coli andListeria innocua remain isolated outside the cells, generating different Doppler signatures. Phase distributions caused by intracellular transport display Lévy statistics, introducing a Lévy-alpha spectroscopy of bacterial invasion. Antibiotic treatment of infected spheroids, monitored through time-dependent Doppler shifts, can distinguish drug-resistant relative to non-resistant strains. This use of intracellular Doppler spectroscopy of living tissue sentinels opens a new class of microbial assay with potential importance for studying the emergence of antibiotic resistance. -
Choi, Honggu ; Li, Zhe ; Sun, Hao ; Merrill, Dan ; Turek, John ; Childress, Michael ; Nolte, David ( , Biomedical Optics Express)