TY - JOUR
T1 - Laser speckle imaging for visualization of hidden effects for early detection of antibacterial susceptibility in disc diffusion tests
AU - Balmages, Ilya
AU - Reinis, Aigars
AU - Kistkins, Svjatoslavs
AU - Bliznuks, Dmitrijs
AU - Plorina, Emilija Vija
AU - Lihachev, Alexey
AU - Lihacova, Ilze
N1 - Publisher Copyright:
Copyright © 2023 Balmages, Reinis, Kistkins, Bliznuks, Plorina, Lihachev and Lihacova.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - Rapid identification of effective antibiotic treatment is crucial for increasing patient survival and preventing the formation of new antibiotic-resistant bacteria due to preventative antibiotic use. Currently utilized “gold standard” methods require 16–24 h to determine the most appropriate antibiotic for the patient’s treatment. The proposed technique of laser speckle imaging with subpixel correlation analysis allows for identifying dynamics and changes in the zone of inhibition, which are impossible to observe with classical methods. Furthermore, it obtains the resulting zone of inhibition diameter earlier than the disk diffusion method which is recommended by the European Committee on Antimicrobial Susceptibility Testing (EUCAST). These results could improve mathematical models of changes in the diameter of the zone of inhibition around the disc containing the antimicrobial agent, thereby speeding up and facilitating epidemiological analysis.
AB - Rapid identification of effective antibiotic treatment is crucial for increasing patient survival and preventing the formation of new antibiotic-resistant bacteria due to preventative antibiotic use. Currently utilized “gold standard” methods require 16–24 h to determine the most appropriate antibiotic for the patient’s treatment. The proposed technique of laser speckle imaging with subpixel correlation analysis allows for identifying dynamics and changes in the zone of inhibition, which are impossible to observe with classical methods. Furthermore, it obtains the resulting zone of inhibition diameter earlier than the disk diffusion method which is recommended by the European Committee on Antimicrobial Susceptibility Testing (EUCAST). These results could improve mathematical models of changes in the diameter of the zone of inhibition around the disc containing the antimicrobial agent, thereby speeding up and facilitating epidemiological analysis.
KW - antibacterial resistance estimation
KW - disc diffusion method
KW - image processing
KW - laser speckle imaging
KW - phenotypic antibacterial resistance
KW - sub-pixel correlation analysis
UR - http://www.scopus.com/inward/record.url?scp=85164936458&partnerID=8YFLogxK
U2 - 10.3389/fmicb.2023.1221134
DO - 10.3389/fmicb.2023.1221134
M3 - Article
C2 - 37455709
AN - SCOPUS:85164936458
SN - 1664-302X
VL - 14
JO - Frontiers in Microbiology
JF - Frontiers in Microbiology
M1 - 1221134
ER -