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BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing
Inappropriate use of antibiotics is one of the leading causes of the increasing numbers of resistant bacteria strains, resulting in 700,000 deaths worldwide each year. Reducing unnecessary use of antibiotics and choosing the most effective antibiotics instead of broad-spectrum drugs will slow the ar...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434515/ https://www.ncbi.nlm.nih.gov/pubmed/34502797 http://dx.doi.org/10.3390/s21175902 |
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author | Shumeiko, Vlad Hidas, Guy Nowogrodski, Chen Pinto, Yariv Gofrit, Ofer Duvdevani, Mordechai Shoseyov, Oded |
author_facet | Shumeiko, Vlad Hidas, Guy Nowogrodski, Chen Pinto, Yariv Gofrit, Ofer Duvdevani, Mordechai Shoseyov, Oded |
author_sort | Shumeiko, Vlad |
collection | PubMed |
description | Inappropriate use of antibiotics is one of the leading causes of the increasing numbers of resistant bacteria strains, resulting in 700,000 deaths worldwide each year. Reducing unnecessary use of antibiotics and choosing the most effective antibiotics instead of broad-spectrum drugs will slow the arms race between germs and humans. Urinary tract infections (UTIs) are among the most common bacterial infections. Currently, accurate diagnosis of UTI requires approximately 48 h from the time of urine sample collection until antibiotic susceptibility test (AST) results. This work presents a rapid bacterial detection device that integrates a centrifuge, microscope, and incubator. Two disposable microfluidic chips were developed. The first chip was designed for bacteria concentration, detection, and medium exchange. A second multi-channel chip was developed for AST. This chip contains superhydrophobic and hydrophilic coatings to ensure liquid separation between the channels without the need for valves. The designed chips supported the detection of E. coli at a concentration as low as 5 × 10(3) cells/mL within 5 min and AST in under 2 h. AST was also successfully performed with Klebsiella pneumonia isolated from a human urine sample. In addition, machine-learning-based image recognition was shown to reduce the required time for AST and to provide results within 1 h for E. coli cells. Thus, the BactoSpin device can serve as an efficient and rapid platform for UTI diagnostics and AST. |
format | Online Article Text |
id | pubmed-8434515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84345152021-09-12 BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing Shumeiko, Vlad Hidas, Guy Nowogrodski, Chen Pinto, Yariv Gofrit, Ofer Duvdevani, Mordechai Shoseyov, Oded Sensors (Basel) Article Inappropriate use of antibiotics is one of the leading causes of the increasing numbers of resistant bacteria strains, resulting in 700,000 deaths worldwide each year. Reducing unnecessary use of antibiotics and choosing the most effective antibiotics instead of broad-spectrum drugs will slow the arms race between germs and humans. Urinary tract infections (UTIs) are among the most common bacterial infections. Currently, accurate diagnosis of UTI requires approximately 48 h from the time of urine sample collection until antibiotic susceptibility test (AST) results. This work presents a rapid bacterial detection device that integrates a centrifuge, microscope, and incubator. Two disposable microfluidic chips were developed. The first chip was designed for bacteria concentration, detection, and medium exchange. A second multi-channel chip was developed for AST. This chip contains superhydrophobic and hydrophilic coatings to ensure liquid separation between the channels without the need for valves. The designed chips supported the detection of E. coli at a concentration as low as 5 × 10(3) cells/mL within 5 min and AST in under 2 h. AST was also successfully performed with Klebsiella pneumonia isolated from a human urine sample. In addition, machine-learning-based image recognition was shown to reduce the required time for AST and to provide results within 1 h for E. coli cells. Thus, the BactoSpin device can serve as an efficient and rapid platform for UTI diagnostics and AST. MDPI 2021-09-02 /pmc/articles/PMC8434515/ /pubmed/34502797 http://dx.doi.org/10.3390/s21175902 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shumeiko, Vlad Hidas, Guy Nowogrodski, Chen Pinto, Yariv Gofrit, Ofer Duvdevani, Mordechai Shoseyov, Oded BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing |
title | BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing |
title_full | BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing |
title_fullStr | BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing |
title_full_unstemmed | BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing |
title_short | BactoSpin: Novel Technology for Rapid Bacteria Detection and Antibiotic Susceptibility Testing |
title_sort | bactospin: novel technology for rapid bacteria detection and antibiotic susceptibility testing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434515/ https://www.ncbi.nlm.nih.gov/pubmed/34502797 http://dx.doi.org/10.3390/s21175902 |
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