Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry

Rapid antimicrobial susceptibility testing (AST) is an effective measure in the treatment of infections and the prevention of bacterial drug resistance. However, diverse antibiotic types and bacterial characteristics have formed complicated barriers to rapid diagnosis. To counteract these limitation...

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Main Authors: Yao-Tzu Yang, Jhih-Cheng Wang, Han-Sheng Chuang
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Biosensors
Subjects:
Online Access:https://www.mdpi.com/2079-6374/10/11/181
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spelling doaj-4d5c06d89d4a4adcb337a0932c0ef53d2020-11-25T04:03:29ZengMDPI AGBiosensors2079-63742020-11-011018118110.3390/bios10110181Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical DiffusometryYao-Tzu Yang0Jhih-Cheng Wang1Han-Sheng Chuang2Department of Biomedical Engineering, National Cheng Kung University, Tainan 70101, TaiwanDepartment of Urology, Chi-Mei Medical Center, Tainan 71004, TaiwanDepartment of Biomedical Engineering, National Cheng Kung University, Tainan 70101, TaiwanRapid antimicrobial susceptibility testing (AST) is an effective measure in the treatment of infections and the prevention of bacterial drug resistance. However, diverse antibiotic types and bacterial characteristics have formed complicated barriers to rapid diagnosis. To counteract these limitations, we investigated the interactions between antibiotic-treated bacteria and functionalized microbeads in optical diffusometry. The conjugation with bacteria increased the effective microbead complex size, thereby resulting in a temporal diffusivity change. The yielded data were sorted and analyzed to delineate a pattern for the prediction of antimicrobial susceptibility. The outcome showed that a completed rapid AST based on the trend of microbead diffusivity could provide results within 3 h (2 h measurement + 1 h computation). In this research, we studied four bacterial strains, including <i>Escherichia coli</i>, <i>Pseudomonas aeruginosa</i>, <i>Klebsiella pneumoniae</i>, and <i>Staphylococcus aureus</i>, and six antibiotics. Despite the different inhibitory effects caused by various antibiotics, similar trends in diffusivity alteration for all susceptible and resistant cases in the last 40 min of the 2-h measurement period were deduced. In addition, the AST results obtained using optical diffusometry showed good agreement with those acquired from the commercial instrument and conventional culture methods. Finally, we conducted a single-blinded clinical test, and the sensitivity, specificity, and accuracy of the system reached 92.9%, 91.4%, and 91.8%, respectively. Overall, the developed optical diffusometry showcased rapid AST with a small sample volume (20 μL) and low initial bacterial count (10<sup>5</sup> CFU/mL). This technique provided a promising way to achieve early therapy against microbial diseases in the future.https://www.mdpi.com/2079-6374/10/11/181antimicrobial susceptibility testingBrownian motionoptical diffusometrymicrobeadclinical samplebacteria
collection DOAJ
language English
format Article
sources DOAJ
author Yao-Tzu Yang
Jhih-Cheng Wang
Han-Sheng Chuang
spellingShingle Yao-Tzu Yang
Jhih-Cheng Wang
Han-Sheng Chuang
Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry
Biosensors
antimicrobial susceptibility testing
Brownian motion
optical diffusometry
microbead
clinical sample
bacteria
author_facet Yao-Tzu Yang
Jhih-Cheng Wang
Han-Sheng Chuang
author_sort Yao-Tzu Yang
title Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry
title_short Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry
title_full Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry
title_fullStr Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry
title_full_unstemmed Developing Rapid Antimicrobial Susceptibility Testing for Motile/Non-Motile Bacteria Treated with Antibiotics Covering Five Bactericidal Mechanisms on the Basis of Bead-Based Optical Diffusometry
title_sort developing rapid antimicrobial susceptibility testing for motile/non-motile bacteria treated with antibiotics covering five bactericidal mechanisms on the basis of bead-based optical diffusometry
publisher MDPI AG
series Biosensors
issn 2079-6374
publishDate 2020-11-01
description Rapid antimicrobial susceptibility testing (AST) is an effective measure in the treatment of infections and the prevention of bacterial drug resistance. However, diverse antibiotic types and bacterial characteristics have formed complicated barriers to rapid diagnosis. To counteract these limitations, we investigated the interactions between antibiotic-treated bacteria and functionalized microbeads in optical diffusometry. The conjugation with bacteria increased the effective microbead complex size, thereby resulting in a temporal diffusivity change. The yielded data were sorted and analyzed to delineate a pattern for the prediction of antimicrobial susceptibility. The outcome showed that a completed rapid AST based on the trend of microbead diffusivity could provide results within 3 h (2 h measurement + 1 h computation). In this research, we studied four bacterial strains, including <i>Escherichia coli</i>, <i>Pseudomonas aeruginosa</i>, <i>Klebsiella pneumoniae</i>, and <i>Staphylococcus aureus</i>, and six antibiotics. Despite the different inhibitory effects caused by various antibiotics, similar trends in diffusivity alteration for all susceptible and resistant cases in the last 40 min of the 2-h measurement period were deduced. In addition, the AST results obtained using optical diffusometry showed good agreement with those acquired from the commercial instrument and conventional culture methods. Finally, we conducted a single-blinded clinical test, and the sensitivity, specificity, and accuracy of the system reached 92.9%, 91.4%, and 91.8%, respectively. Overall, the developed optical diffusometry showcased rapid AST with a small sample volume (20 μL) and low initial bacterial count (10<sup>5</sup> CFU/mL). This technique provided a promising way to achieve early therapy against microbial diseases in the future.
topic antimicrobial susceptibility testing
Brownian motion
optical diffusometry
microbead
clinical sample
bacteria
url https://www.mdpi.com/2079-6374/10/11/181
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